᫂἞኱Ꮫࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛ
ࠕ⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎࠖάືሗ࿌᭩㸦 ᖺᗘ㸧┠  ḟ㸯㸬ᕳ㢌ゝ 㸫ᣐⅬ࣮ࣜࢲ࣮ᣵᣜ㸫yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy㸰㸬 ᖺᗘάື⤂௓  㸦㸯㸧άືࡢᴫせyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸰㸧άືࡢᡂᯝ    ࢔ ᣐⅬᩚഛyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ ᣐⅬ࡟࠾ࡅࡿⱝᡭ◊✲⪅ࡢ⫱ᡂyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢘ ᣐⅬ࡟࠾ࡅࡿ◊✲άືyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢚ ⌧㇟ᩘ⌮Ꮫࡢ⤂௓㸦࢔࢘ࢺ࣮ࣜࢳάື㸧yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢜ ᗈሗάືyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy㸱㸬ᣐⅬ࣓ࣥࣂ࣮࣭◊✲ᴫせࡢ⤂௓yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  ࣔࢹࣜࣥࢢ⌜yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  ᩘ⌮ゎᯒ⌜yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  ࢩ࣑࣮ࣗࣞࢩࣙࣥ⌜yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  ◊✲༠ຊ⪅yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  0,063K'ࣉࣟࢢ࣒ࣛᏛ⏕yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy㸲㸬άື≧ἣ  㸦㸯㸧኱Ꮫ㝔ྛ◊✲⛉༤ኈᚋᮇㄢ⛬ᶓ᩿ᆺ࣒࢝ࣜ࢟ࣗࣛࠕࣉࣟࢪ࢙ࢡࢺ⣔⛉┠ࠖ    ࢔ ඛ➃ᩘ⌮⛉Ꮫ $ ࠕᆅ⌫ኚື࡜ᩘ⌮ࠖyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ ඛ➃ᩘ⌮⛉Ꮫ % ࠕ⮬ᕫ⤌⧊໬࡜ᩘ⌮ࠖyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢘ $GYDQFHG0DWKHPDWLFDO6FLHQFHV& ࠕ0DWKHPDWLFV(YHU\ZKHUHࠖyyyyyyyy    ࢚ $GYDQFHG0DWKHPDWLFDO6FLHQFHV'      ࠕ,QWURGXFWLRQWR0DWKHPDWLFVLQ(DUWK6FLHQFHVࠖyyyyyyyyyyyyyyyyyyy  㸦㸰㸧◊✲㞟఍➼    ࢔ *&2( ࣞࢡࢳ࣮ࣕࢩ࣮ࣜࢬyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ *&2(&ROORTXLXP⌧㇟ᩘ⌮ㄯヰ఍yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢘ 㠀⥺ᙧ᫬⣔ิ࡟ᑐࡍࡿ⌧㇟ᩘ⌮ᏛࡢⓎᒎࢩ࣏ࣥࢪ࣒࢘yyyyyyyyyyyyyyyyyyyy    ࢚ ⌧㇟ᩘ⌮ⱝᡭࢩ࣏ࣥࢪ࣒࢘yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢜ ⌧㇟ᩘ⌮Ꮫ 0$6 ࢭ࣑ࢼ࣮yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢝ ⌧㇟ᩘ⌮Ꮫࢭ࣑ࢼ࣮yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢟ ⌧㇟ᩘ⌮Ꮫ 0(( ࢭ࣑ࢼ࣮yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢡ ⌧㇟ᩘ⌮Ꮫ 5'6 ࢭ࣑ࢼ࣮yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢣ ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㸦ᩥ㒊⛉Ꮫ┬ඹദ㸧㔠⼥࣮࣡ࢡࢩࣙࢵࣉ      ࠕ㔠⼥ᩘ⌮⛉Ꮫ࡜㔠⼥ᢏ⾡࡬ࡢᑗ᮶ᒎᮃ㸫࣏ࢫࢺ㔠⼥༴ᶵ࡬ࡢどⅬ㸫ࠖyyyy    ࢥ ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘yyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢧ ᫂἞኱Ꮫᅗ᭩㤋 *DOOHU\=(52ᒎ♧      ࠕ㌟ࡢᅇࡾࡢ⌧㇟ࢆᩘ⌮ࡢ┠࡛ぢࡿ࡜㸟㸫⌧㇟ᩘ⌮Ꮫࡢ᪂ᒎ㛤㸫ࠖyyyyyyyy    ࢩ ๰❧  ࿘ᖺグᛕࢩ࣏ࣥࢪ࣒࢘      ࠕ⮬↛ࢆ᥈ࡾ㸪♫఍ࢆኚ࠼ࡿᩘ⌮⛉Ꮫ㸸⌧㇟ᩘ⌮Ꮫࡢᣮᡓࠖyyyyyyyyyyyyyy    ࢫ 7KHUG7DLZDQ-DSDQ-RLQW:RUNVKRS      IRU*UDGXDWH6WXGHQWVLQ$SSOLHG0DWKHPDWLFVyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸱㸧◊✲ᡂᯝⓎ⾲఍    ࢔  ᖺᗘࠕ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺࠖ◊✲ᡂᯝⓎ⾲఍yyyyyyyyyyyyyyyyyy    ࢖ 0,063K'ࣉࣟࢢ࣒ࣛࠕ༤ኈᏛ఩ㄳồㄽᩥㄝ᫂఍ࠖyyyyyyyyyyyyyyyyyyyyyy  㸦㸲㸧⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ    ࢔ ◊✲ࣉࣟࢪ࢙ࢡࢺᆺyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ ᾏእඹྠ◊✲ᆺyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy㸳㸬ᣐⅬ࣓ࣥࣂ࣮ࡢᴗ⦼୍ぴ  㸦㸯㸧ㄽᩥ㸦ᰝㄞ࠶ࡾ㸧yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸰㸧ㄽᩥ㸦ᰝㄞ࡞ࡋ㸧yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸱㸧ⴭ᭩yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸲㸧ཷ㈹yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸳㸧ㅮ₇    ࢔ ཱྀ㢌Ⓨ⾲yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ ࣏ࢫࢱ࣮Ⓨ⾲yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸴㸧࣐ࢫ࣓ࢹ࢕࢔࡛ࡢ⤂௓    ࢔ ᪂⪺グ஦yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢖ ᪂⪺➼ࢥ࣓ࣥࢺyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢘ 㞧ㄅグ஦yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy    ࢚ ࢸࣞࣅyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸵㸧◊✲㞟఍ࡢ୺ദyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy  㸦㸶㸧▱ぢyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy   㸦㸶㸧ࡑࡢ௚yyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyyy
㸴㸬ᣐⅬࡢ⟶⌮࣭㐠Ⴀ࡟㛵ࡍࡿጤဨ఍  㸦㸯㸧ࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧᥎㐍ጤဨ఍yyyyyyyyy  㸦㸰㸧ࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧᥎㐍ጤဨ఍せ⥘yyyyy
㸯㸬ᕳ㢌ゝ㸫ᣐⅬ࣮ࣜࢲ࣮࠶࠸ࡉࡘ㸫㻌 ࠕ⌧㇟ᩘ⌮Ꮫࠖ࡜࠸࠺᪂ࡋ࠸Ꮫၥศ㔝ࢆᥦၐࡋ㸪ᅜ㝿ⓗ࡟ඃࢀࡓᩍ⫱◊✲ࢆ᥎㐍ࡍࡿࡇ࡜ࢆᥖࡆࡓࠕ⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎࠖࣉࣟࢢ࣒ࣛࡣ㸪᥇ᢥࡉࢀ࡚࠿ࡽ㸪௒ᖺ࡛  ᖺ┠࡟࡞ࡾࡲࡋࡓࠋ
ᖺࡣᮏࣉࣟࢢ࣒ࣛ࡟࡜ࡾࡲࡋ୍࡚ࡘࡢ⠇┠࡜࡞ࡿᖺ࡛࠶ࡾࡲࡍࠋ
ఱᨾ࡞ࡽ㸪 ᖺ  ᭶ࡼࡾᏛ㛗࡟ᑵ௵ࡉࢀࡓ⣡㇂ඛ⏕ࡀࡇࢀࡲ࡛ ᮇ  ᖺ㛫ࡢ௵ᮇࢆ⤊࠼ࡽࢀ ᖺ  ᭶࡛㏥௵ࡉࢀࡿ࠿ࡽ࡛ࡍࠋ
ࢢ࣮ࣟࣂࣝ &2( ⏦ㄳ᭩సᡂ࠿ࡽ㸪᥇ᢥࡑࡋ࡚ࡇࢀࡲ࡛ࡢάືࡣ⣡㇂Ꮫ㛗ࡢ࣮ࣜࢲ࣮ࢩࢵࣉࡢඖ࡛ࡸࡗ࡚ࡲ࠸ࡾࡲࡋࡓࠋࡑࡢฟⓎⅬࢆࡉ࠿ࡢࡰࡾࡲࡍ࡜㸪 ᖺ  ᭶㸪⣡㇂Ꮫ㛗ࢆᶵᵓ㛗࡜ࡍࡿ᫂἞
኱Ꮫ◊✲࣭▱㈈ᡓ␎ᶵᵓ㝃⨨◊✲ᶵ㛵ࡢ➨  ྕ࡜ࡋ࡚ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ㸦0,06㸧ࡀタ⨨ࡉࢀࡓࡇ࡜࠿ࡽጞࡲࡾࡲࡍࠋ

ᣐⅬ࣮ࣜࢲ࣮୕ᮧᫀὈ

0,06 ࢆẕయ࡜ࡋ࡚⏦ㄳࡋࡲࡋࡓࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛࠕ⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎࠖࡀ㸪ᖺ  ᭶㸪᥇ᢥࡉࢀࡲࡋࡓ㸬᥇ᢥᚋࡶ㸪⣡㇂Ꮫ㛗ࡢ୍㈏ࡋࡓຊᙉ࠸ᨭ᥼ࡢࡶ࡜࡛㸪ࡇࢀࡲ࡛᥎㐍ࡍࡿࡇ࡜ࡀฟ᮶ࡲࡋࡓࠋࡑࡢ⤖ᯝ㸪ࣉࣟࢢ࣒࡛ࣛᥦၐࡋࡲࡋࡓࠕ⌧㇟ᩘ⌮Ꮫࠖࡢάືࡣḟ➨࡟ᅜෆእ࡟࠾࠸࡚ホ౯ࡉࢀࡿ࡜ඹ࡟㸪ᾏእࡢ◊✲ᶵ㛵࡜ࡢぬ᭩㸪༠ᐃ࡟ࡼࡾᅜ㝿ⓗ࡞ࢿࢵࢺ࣮࣡ࢡࡶᵓ⠏ࡉࢀ࡚᮶ࡲࡋࡓ㸦ࡇࢀࡲ࡛ࡢάືሗ࿌᭩ࢆࡈぴୗࡉ࠸㸧ࠋ௒ᖺࡣ㸪ᮏᏛࡢ๰❧  ࿘ᖺ࡟࠶ࡓࡾ㸪ࡑࡢグᛕࢩ࣏ࣥࢪ࣒࢘ࡢ  ࡘ࡜ࡋ࡚㸪ࠕ⮬↛ࢆ᥈ࡾ㸪♫఍ࢆኚ࠼ࡿᩘ⌮⛉Ꮫ㸸⌧㇟ᩘ⌮Ꮫࡢᣮᡓࠖࢆ ᭶࡟㛤ദࡋ㸪⌧㇟ᩘ⌮Ꮫࡢ᭱᪂ࡢ◊✲ᡂᯝࢆከࡃࡢ᪉ࠎ࡟Ⓨ⾲ࡍࡿࡇ࡜ࡀ࡛ࡁࡲࡋࡓࠋ ࡶ࠺୍ࡘࡢฟ᮶஦ࡣ㸪 ᖺ  ᭶㸪ࣉࣟࢢ࣒ࣛࡢⱝᡭ◊✲⪅⫱ᡂࢆ⥅⥆ࡍࡿ┠ⓗ࡛኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷ㸦཰ᐜᐃဨ㸸༤ኈ๓ᮇㄢ⛬㸦 ྡ㸧㸪༤ኈᚋᮇㄢ⛬㸦 ྡ㸧㸧ࡀ㛤タࡉࢀࡓࡇ࡜࡛ࡍࠋ ᖺᗘ࠿ࡽ 0,06࡟࠾࠸࡚ 3K'ࣉࣟࢢ࣒ࣛ㸦ᐃဨ  ྡ㸧ࡀࡍ࡛࡟ᐇ᪋ࡉࢀ
࡚࠸ࡲࡋࡓࡀ㸪0,06 ࡣ኱Ꮫ㝔⤌⧊࡛ࡣ࡞࠸ࡇ࡜࠿ࡽ㸪Ꮫ఩ᤵ୚ᶒࢆࡶࡗ࡚࠸࡞࠸ࡇ࡜ࡀၥ㢟࡛ࡋࡓࡀ㸪◊✲⛉ࡀ㛤タࡉࢀࡿࡇ࡜࠿ࡽ㸪ࡇࡢၥ㢟ࡀゎᾘࡉࢀࡲࡋࡓࠋ0,063K'ࣉࣟࢢ࣒ࣛ࡟ᅾ⡠ࡋ࡚࠸ࡓ㝔⏕ࡣᙜ◊✲⛉࡟⛣⡠ࡋࡓࡇ࡜࠿ࡽ㸪 ᖺ  ᭶࡟ࡣᙜ◊✲⛉࡜ࡋ࡚᭱ึࡢࠕᩘ⌮⛉ᏛࠖᏛ఩㸦༤ኈྕ㸧ࡀ '㸦▷⦰ಟ஢㸯ᖺ㸧ࡢ  ྡ㸪' ࡢ  ྡ࡟ᤵ୚ࡉࢀࡲࡋࡓࠋ㧗ᗘ࡛ᖜᗈ࠸ᩘ⌮⛉Ꮫⓗ⣲㣴ࢆ㌟࡟௜ࡅ㸪♫఍㸪⮬↛㸪⏕≀➼࡟⌧ࢀࡿ」㞧⌧㇟ࡢゎ᫂ཬࡧ⌧㇟࡜ᩘ⌮⛉Ꮫࡢᯫࡅᶫ࡜
࡞ࡿࠕ⌧㇟ᩘ⌮ᏛࠖࢆᏛࡧ㸪⮬❧ࡋ࡚◊✲άືࢆ⾜࠸ᚓࡿேᮦࡢ⫱ᡂࢆ᭦࡟᥎㐍ࡋࡓ࠸࡜ᛮ࠸ࡲࡍࠋ ᭦࡟㸪 ᖺᗘ࡟ࡣ⌧㇟ᩘ⌮ᏛࢆᩍᤵࡍࡿᏛ㒊⤌⧊࡜ࡋ࡚㸪ࠕ⥲ྜᩘ⌮Ꮫ㒊⌧㇟ᩘ⌮Ꮫ⛉ࠖ㸦௬⛠㸧ࡀ㛤タࡉࢀࡿணᐃ࡛࠶ࡾࡲࡍ㸬ࡇࡢࡇ࡜࠿ࡽ㸪ᮏᏛ࡟࠾ࡅࡿࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛࡢேᮦ
⫱ᡂࡢලయⓗ࡞ᵓ᝿ࡀ╔ᐇ࡟㋃ࡳฟࡋࡓࡇ࡜ࡣࡲࡇ࡜࡟Ꮀࡋ࠸㝈ࡾ࡛࠶ࡾࡲࡍࠋ
 ᭱ᚋ࡟࡞ࡾࡲࡋࡓࡀ㸪᥇ᢥࡉࢀ࡚ࡇࢀࡲ࡛㸪⣡㇂Ꮫ㛗ࢆጞࡵ㸪ⓙᵝ࠿ࡽ㡬࠸ࡓࡈᨭ᥼࡟ᑐࡋ࡚ཌ
ࡃ࠾♩ࢆ⏦ࡋୖࡆࡲࡍࠋᮏᙜ࡟᭷ࡾ㞴࠺ࡈࡊ࠸ࡲࡋࡓ㸬ࡇࢀࡲ࡛ࡢ⤒㦂ࢆ⏕࠿ࡋ㸪௒ᚋࡶ㡹ᙇࡗ࡚࠸ࡃᡤᏑ࡛ࡍࡢ࡛㸪࡝࠺࠿ࡼࢁࡋࡃ࠾㢪࠸⮴ࡋࡲࡍࠋ㻌㻌㸰㸬㸰㸮㸯㸯ᖺᗘάື⤂௓㸦㸯㸧άືࡢᴫせᮏ኱Ꮫ࡛ࡢࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛࠕ⌧㇟ᩘ⌮Ꮫࡢ
ᙧᡂ࡜Ⓨᒎࠖࡣ㸪᫂἞኱Ꮫ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋  ྕ㤋ࢆ୰ᚰ࡟ᣐⅬάືࢆᒎ㛤ࡋ࡚࠸ࡿࠋᮏࣉࣟࢢ࣒ࣛࡀⓎ➃࡜࡞ࡾ㸪ࠕ⌧㇟ᩘ⌮Ꮫࠖࡢᅜ㝿ⓗᩍ⫱ᣐⅬ࡜࡞ࡿ኱Ꮫ
㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷࢆᖹᡂ  ᖺ  ᭶࡟㛤タࡋ㸪⌧㇟ᩘ⌮ᏛࡢỌ⥆ⓗ࡞άືᇶ┙ࡀࢫࢱ࣮ࢺࡋ
ࡓࠋࡇࡢࡇ࡜ࡣ㸪௒ᚋࡢᡃࠎࡢάື࡟࡜ࡗ࡚㠀ᖖ࡟኱ࡁ࡞ព࿡ࢆᣢࡘࠋᖹᡂ  ᖺᗘࡣ㸪≉࡟㸪ⱝᡭ◊✲⪅ࡢ⫱ᡂ࡜ᩍ⫱άື࡟ຊࢆὀ࠸࡛࠸ࡿࠋ⌧㇟ᩘ⌮Ꮫࢆಟᚓࡍࡿ
ࡓࡵࡢᩍ⫱࣒࢝ࣜ࢟ࣗࣛࠕ0,063K'ࣉࣟࢢ࣒ࣛࠖ࡟ཧ
ຍࡍࡿᏛ⏕  ྡ㸦ເ㞟ேဨ  ྡ㸧ࡀධᏛࡋ㸪ィ  ྡࡢᅾ⡠࡜࡞ࡗࡓࠋࡲࡓ㸪ᖹᡂ  ᖺᗘඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷ༤ኈᚋᮇㄢ⛬ධヨࢆ⾜࠸㸪᪂ࡓ࡟㸪 ྡࡢධᏛ⪅ࢆỴᐃࡋ࡚࠸ࡿࠋ࡞࠾㸪ᖹᡂ  ᖺᗘࡣ㸪0,06
3K'ࣉࣟࢢ࣒ࣛࡢ➨୍ᮇ⏕ࡢಟ஢ᖺᗘ࡟࠶ࡓࡾ㸪ィ ྡ࡟ᑐࡋ༤ኈᏛ఩㸦ෆ  ྡࡣᶆ‽ಟᴗᖺ㝈▷⦰࡟ࡼࡿᏛ

࠙*22( ᩍ⫱◊✲ᣐⅬࠚ఩㸧ࢆᤵ୚ࡋࡓࠋ♫఍ேᏛ⏕࡛࠶ࡗࡓ  ྡࢆ㝖ࡃ㐍㊰ࡣ㸪 ྡࡀ㸦ᰴ㸧㇏⏣୰ኸ◊✲ᡤࡢ◊✲⫋㸪௚㸯ྡࡀ᪥ᮏᏛ⾡᣺⯆఍≉ู◊✲ဨ㸦3'㸧࡛࠶ࡿࠋᩍ⫱㠃࡛ࡣ㸪0,063K'ࣉࣟࢢ࣒ࣛࡢ
୍⎔࡜ࡋ࡚㸪ᖹᡂ  ᖺᗘ࠿ࡽ㛤ㅮࡍࡿࠕྛ◊✲⛉༤ኈᚋᮇㄢ⛬ᶓ᩿ᆺ࣒࢝ࣜ࢟ࣗࣛࣉࣟࢪ࢙
ࢡࢺ⣔⛉┠㸦 ⛉┠㸧ࠖࢆࢥ࣮ࢹ࢕ࢿ࣮ࢺࡋ㸪⌧㇟ᩘ⌮Ꮫࡢ᭱ඛ➃ࡢ◊✲ᡂᯝࢆᩍᤵࡋ࡚࠸ࡿࠋ
ⱝᡭ◊✲⪅ࡢ㞠⏝ࡣ㸪*&2( ⌧㇟ᩘ⌮63' ྡ࣭3' ྡࡢィ  ྡ࡛࠶ࡿࠋ63'㸾 ୓෇㸪3'㸾 ୓෇㸪ィ  ୓෇ࢆ◊✲άື㈝࡜ࡋ࡚ᨭ᥼ࡍࡿࡇ࡜࡟ࡼࡾ㸪ࢢ࣮ࣟࣂࣝ &2(㸫⌧㇟ᩘ⌮࣏ࢫࢺ࣭ࢻࢡࢱ࣮ࡢ◊✲άືࡢಁ㐍ࢆᅗࡗ࡚࠸ࡿࠋ࡞࠾㸪ࡇࡢ࠺ࡕ  ྡࡀ㸪኱Ꮫ㸪◊✲ᶵ㛵➼࡟ᑵ⫋㸦ᑓ௵෸ᩍᤵ㸸 ྡ࣭≉௵෸ᩍᤵ  ྡ㸪㸦㈈㸧◊✲ᶵᵓ◊✲⫋  ྡ㸧ࡋ㸪ṧࡾ  ྡࡀ -636≉ู◊✲ဨ㸦3'㸧࡟᥇⏝ࡉࢀ࡚࠸ࡿࠋࡲࡓ㸪ⱝᡭ◊✲⪅ࡢ⮬Ⓨⓗάືࢆಁ㐍ࡍࡿࡓࡵ㸪ࠕ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ㸦◊✲ࣉࣟࢪ࢙ࢡࢺᆺ㸧ࠖ㸦᥇ᢥ௳ᩘ  ௳㸧ཬࡧࠕ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙
ࢡࢺ㸦ᾏእඹྠ◊✲ᆺ㸧ࠖ㸦᥇ᢥ௳ᩘ  ௳㸧ࢆᐇ᪋ࡋࡓࠋ
⌧㇟ᩘ⌮Ꮫࡢᗈሗάື࡜ࡋ࡚㸪ࡑࡢ୰ᚰ࡜࡞ࡿ࢙࢘ࣈࢧ࢖ࢺࡢ௚࡟㸪ࢧ࢖࢚ࣥࢫࣛ࢖ࢱ࣮࡟
ࡼࡿ࢖ࣥࢱࣅ࣮ࣗグ஦࡞࡝ࢆᥖ㍕ࡋࡓ0HLML*&2(1HZV/HWWHU ࡸᣐⅬࡢάືሗ࿌᭩ࢆห⾜ࡋࡓࠋࡇࡢ࡯࠿㸪<RX7XEH ࡸ L7XQHV8 ࡬ࡢ◊✲ᡂᯝࡢබ㛤㸪ᣐⅬࡢ◊✲ᡂᯝࢆࡲ࡜ࡵࡓࢸࢡࢽ
࣏࣮࢝ࣝࣞࢺࡢⓎ⾜㸪ᮏࣉࣟࢢ࣒ࣛ஦ᴗ᥎㐍ᢸᙜ⪅➼ࡢ◊✲⤂௓ '9'㸦ⱥㄒ∧㸧ࡢไస㸪⌧㇟ᩘ⌮Ꮫࢆศ࠿ࡾࡸࡍࡃゎㄝࡋࡓࢥࣥࢸࣥࢶࢆ࢙࢘ࣈࢧ࢖ࢺࡸ࢟࢜ࢫࢡ᝟ሗ➃ᮎࢆ㏻ࡌ࡚Ꮫෆ
እ࡟Ⓨಙࡍࡿ࡞࡝㸪ከ✀ከᵝ࡞፹యࢆ㏻ࡌࡓᗈሗάືࢆᒎ㛤ࡋ࡚࠸ࡿࠋ
ᮏᣐⅬࡢ◊✲ᡂᯝ࡟ࡘ࠸࡚ࡣ㸪㏲ḟ㸪ࢸࢡࢽ࣏࣮࢝ࣝࣞࢺ࡜ࡋ࡚Ⓨ⾜ࡋ࡚࠸ࡿࠋ
ࠕ⌧㇟ᩘ⌮Ꮫࠖࡢࢢ࣮ࣟࣂࣝ࡞ᒎ㛤࡟ྥࡅ㸪ᅜෆ࡛ࡣ㸪኱Ꮫ㛫஺ὶ࡟㛵ࡍࡿໟᣓ༠ᐃࢆ⥾⤖ࡋ࡚࠸ࡿᗈᓥ኱Ꮫ㸪㱟㇂኱Ꮫ㸪㟼ᒸ኱Ꮫࢆ୰ᚰ࡜ࡋ࡚◊✲஺ὶࢆ⾜ࡗ࡚࠾ࡾ㸪ᩍ⫱㠃࡟࠾࠸࡚ࡣ㸪༢఩஫᥮࡟㛵ࡍࡿぬ᭩࡟ᇶ࡙ࡃᏛ⏕ࡢ┦஫஺ὶࡶᘬࡁ⥆ࡁ⾜ࢃࢀ࡚࠸ࡿࠋ
ࡲࡓ㸪⌧㇟ᩘ⌮Ꮫศ㔝࡟࠾ࡅࡿᩘ⌮⏕≀Ꮫࡢ◊✲ࢆಁ㐍ࡍࡿࡓࡵ࡟㸪ᖹᡂ  ᖺ  ᭶㸪࢜ࢵࢡࢫࣇ࢛࣮ࢻ኱Ꮫᩘ⌮⏕≀Ꮫࢭࣥࢱ࣮㸦&0%㸧࡜༠ᐃࢆ⥾⤖ࡋ㸪⌧㇟ᩘ⌮Ꮫࡢᅜ㝿ⓗ◊✲ࢿࢵࢺ࣮࣡ࢡࢆᵓ⠏ࡋ࡚㸪ୡ⏺᭱㧗Ỉ‽ࡢ◊✲ᣐⅬᙧᡂࢆ᥎㐍ࡋ࡚࠸ࡿࠋ࡞࠾㸪⌧㇟ᩘ⌮Ꮫࡢࢢ࣮ࣟࣂࣝ࡞ᒎ㛤࡟ྥࡅ㸪ࣇࣛࣥࢫ⛉Ꮫ◊✲ࢭࣥࢱ࣮ &156 ࡜ࡢඹྠ஦ᴗ࡛࠶ࡿ /,$ ࡢ஦ᴗࢆᘬࡁ⥆ࡁᒎ㛤ࡋ࡚࠸ࡿࠋ
஦ᴗ᥎㐍ᢸᙜ⪅ࡢᵓᡂ࡛ࡣ㸪ࣔࢹࣜࣥࢢ⌜࣮ࣜࢲ࣮࡛࠶ࡗࡓᒸ㒊㟹᠇≉௵ᩍᤵࡢᛴ㏽࡟క࠸㸪᫬⣔ิゎᯒࡢᑓ㛛ᐙ࡛࠶ࡿ⏣㔝಴ⴥᏊࡢ≉௵෸ᩍᤵ᥇⏝ࢆỴᐃࡍࡿ࡞࡝㸪ᮏࣉࣟࢢ࣒ࣛ᥎㐍࡟ᨭ㞀ࡢ↓࠸ࡼ࠺㸪㎿㏿࡟ᑐᛂࡋࡓࠋ
ᣐⅬࡢⅬ᳨ホ౯࡟㛵ࡋ࡚ࡣ㸪⮬ᕫⅬ᳨࣭ホ౯ࢆ⾜࠺ࡓࡵ㸪*&2( ホ౯ጤဨ఍ࢆ  ᭶࡟㛤ദࡋࡓࠋ࡞࠾㸪እ㒊ホ౯ጤဨ఍࡟ࡘ࠸࡚ࡣ㸪ᮾ᪥ᮏ኱㟈⅏ࡢᙳ㡪࠿ࡽ㸪ᖹᡂ  ᖺᗘ࡟ඛ㏦ࡾ࡜ࡉ
ࢀࡓࠋᮏ⿵ຓ㔠࡛౑⏝ࡋࡓ⤒㈝ࡢ୺࡞౑㏵ࡣ㸪ⱝᡭ◊✲⪅⫱ᡂ࡟㛵ࡍࡿ⤒㈝㸦㞠⏝⤒㈝㸪⌧㇟ᩘ⌮ 63'࣭3' ◊✲άື㈝㸪⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ௚㸧㸪኱Ꮫ㝔Ꮫ⏕ཬࡧⱝᡭ◊✲⪅➼࡟᭱᪂ࡢ◊✲ෆᐜࢆఏ࠼ࡿࡓࡵ࡟㛤ദࡍࡿྛ✀◊✲㞟఍࡟࠾࠸࡚㸪ᅜෆእࡢ➨୍⥺࡛ά㌍ࡍࡿ⌧㇟ᩘ⌮Ꮫࡢ◊✲⪅ࢆᣍ࡬࠸ࡍࡿࡓࡵࡢ⤒㈝㸪ᗈሗ࣭࢔࢘ࢺ࣮ࣜࢳ࡟㛵ࡍࡿ⤒㈝㸦0HLML*&2(1HZV
/HWWHU㸪άືሗ࿌᭩㸪ᗈᓥ኱Ꮫ࢟ࢵࢡ࢜ࣇࣇ࢛࣮࣒ࣛሗ࿌᭩➼ࡢసᡂ㸪ࢪ࣮ࣕࢼࣜࢫࢺ࣭࢖࣭ࣥ
ࣞࢪࢹࣥࢫ㸦-,5㸧ࡢཷධࢀ㸧➼࡛࠶ࡿࠋ࡞࠾㸪⌧㇟ᩘ⌮Ꮫࡢᩍ⫱◊✲࡟࠾࠸࡚ᚲせ࡞ᑓ㛛᭩㸪࿴ὒ㞧ㄅ㸪ࢯࣇࢺ࢙࢘࢔➼ࡣ᭷ຠ࡟ά⏝ࡋ࡚࠸ࡿࠋ
ᮏࣉࣟࢢ࣒ࣛࢆỌ⥆ⓗ࡟ᒎ㛤ࡍࡿࡓࡵ㸪ᖹᡂ  ᖺᗘ  ᭶㸪᪂ࡓ࡟㸪኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷࢆ㛤タࡋࡓࠋᖹᡂ  ᖺ  ᭶࡟ࡣ㸪ᮏᣐⅬࢆᵓᡂࡍࡿඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ㸦0,06㸧ཬࡧඛ➃ᩘ⌮⛉Ꮫ◊✲⛉ࡀ㸪ᮏᏛ୰㔝᪂࢟ࣕࣥࣃࢫ࡟⛣㌿ࡍࡿ஦ࡀỴᐃࡋ࡚࠾ࡾ㸪ᮏࣉࣟࢢ࣒ࣛ⤊஢ᚋࡶ㸪ࡼࡾ୍ᒙ㸪ᣐⅬᩚഛࡀ᥎㐍ࡉࢀࡿࠋ
㐃ᦠ኱Ꮫ࡛࠶ࡿᗈᓥ኱Ꮫ኱Ꮫ㝔⌮Ꮫ◊✲⛉ᩘ⌮ศᏊ⏕࿨⌮Ꮫᑓᨷ࡛ࡣ㸪๪ᣐⅬ࡜ࡋ࡚ࡢ౑࿨
࡛࠶ࡿ⏕࿨⌧㇟ࡢ⌮ゎ࡜グ㏙ࢆ୰ᚰ࡜ࡋࡓࠕ⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎࠖ࡟㛵ࡍࡿᩍ⫱◊✲ࡀᒎ㛤ࡉࢀ࡚࠸ࡿࠋᗈᓥ኱Ꮫ࡛ࡣ㸪㠀ᖹ⾮㠀⥺ᙧ⛉Ꮫ࡟㛵ࢃࡿ⌧㇟ᩘ⌮ 3' ྡࢆ᥇⏝ࡋ㸪ᮏࢢ࣮ࣟ

࠙&DI«6HPLQDU㢼ᬒࠚࣂࣝ &2( ࣉࣟࢢ࣒ࣛࡢ᥎㐍ࡢࡳ࡞ࡽࡎ㸪ᩘ⌮ศᏊ⏕࿨⌮Ꮫᑓᨷ඲యࡢᩘ⌮⛉Ꮫ࣭⏕࿨⛉Ꮫࡢ⼥ྜࡢ᰾࡜࡞ࡿ࡭ࡃ◊✲ࢆᒎ㛤ࡋ࡚࠸ࡿࠋ
㸦㸰㸧άືࡢᡂᯝ
࢔㸬ᣐⅬᩚഛ
ᮏᣐⅬᙧᡂࡢ┠ⓗࡣ㸪ࣔࢹࣝᵓ⠏ࢆᰕ࡜ࡍࡿ⌧㇟ᩘ⌮Ꮫࡢ◊✲ࢆᒎ㛤ࡍࡿ࡜࡜ࡶ࡟㸪♫఍ࡢᵝࠎ࡞ศ㔝࡛ά㌍࡛ࡁࡿⱝᡭ◊✲⪅ࢆ⫱ᡂ࣭㍮ฟࡍࡿࡇ࡜࡛࠶ࡿࠋࡑࡢࡓࡵ࡟㸪ᩍᏛ࣭ἲேࡢ
༠ຊࡢୗ㸪❧᱌࠿ࡽᐇ⾜ࡲ࡛ࡢࣉࣟࢭࢫࢆ㎿㏿࡟⾜࠺࣐ࢿࢪ࣓ࣥࢺయไࡀ☜❧ࡉࢀ㸪ḟࡢᣐⅬᙧᡂィ⏬ࢆᐇ⾜ࡋ࡚࠸ࡿࠋձ ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷࡢ㛤タ
0,06 ࡣ㸪ᖹᡂ  ᖺᗘᩥ㒊⛉Ꮫ┬ࢢ࣮ࣟࣂࣝ &2( ࣉࣟࢢ࣒ࣛ࡟᥇ᢥࡉࢀ࡚௨᮶㸪◊✲ᶵ㛵࡜ࡋ࡚ࡢάືࢆࡼࡾ୍ᒙάⓎ࡟⾜ࡗ࡚࠸ࡿࠋࡇࢀ࡟ᑐࡋ㸪ᩍ⫱ᣐⅬ࡜ࡋ࡚㛤タ‽ഛࢆ㐍ࡵ࡚࠸ࡓ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉࡟ࡘ࠸࡚ࡣ㸪௒ᖺᗘ㸪↓஦࡟㛤タࡍࡿࡇ࡜ࡀ࡛ࡁࡓࠋ
ྠ◊✲⛉ࡣ㸪ᮏࣉࣟࢢ࣒ࣛ࡟࠾ࡅࡿⱝᡭ◊✲⪅⫱ᡂࡢࡓࡵࡢᩍ⫱ᶵ㛵࡜ࡋ࡚㠀ᖖ࡟㔜せ࡞఩⨨ࢆ༨ࡵ࡚࠾ࡾ㸪0,06 ࡜ࡢ┦஫㐃ᦠࡢୗ㸪⌧㇟ᩘ⌮ᏛࡢỌ⥆ⓗ࡞ᩍ⫱ᣐⅬ࡜ࡋ࡚ࡢά
ືࢆᐇ㊶ࡋ࡚࠸ࡃࠋ

࠙ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タࢩ࣏ࣥࢪ࣒࢘ࠚղ ⥲ྜᩘ⌮Ꮫ㒊㸦௬⛠㸧ࡢ㛤タ‽ഛ⌧㇟ᩘ⌮Ꮫ࡞࡝ࡢᩘ⌮⛉Ꮫ࡜ᐇ♫఍࡜ࡢ㛵ࢃࡾ࡟୺║ࢆ⨨࠸ࡓᩍ⫱ࢆ㸪኱ᏛᏛ㒊ࣞ࣋ࣝ࠿ࡽᒎ㛤ࡍࡿࡓࡵ㸪᫖ᖺᗘ㸪⥲ྜᩘ⌮Ꮫ㒊㸦௬⛠㸧タ⨨‽ഛጤဨ఍ࡀᏛ㛗ࡢୗ࡟タ⨨ࡉࢀࡓࠋ௒ᖺᗘࡣ㸪ᖹᡂ  ᖺᗘࡢ㛤タ࡟ྥࡅ㸪⢭ຊⓗ࡟㆟ㄽࢆ⾜࠸㸪㛤タᏛ㒊ࡢᏛ⛉㸦⌧㇟ᩘ⌮Ꮫ⛉㸪ඛ➃࣓ࢹ࢕࢔ࢧ࢖࢚ࣥࢫᏛ⛉㸪ࢿࢵࢺ࣮࣡ࢡࢹࢨ࢖ࣥᏛ⛉㸧ࡢ㦵Ꮚࡀᅛࡵࡽࢀ
ࡓࠋࡇࢀ࡟ࡼࡾ㸪ඛ࡟タ⨨ࡉࢀ࡚࠸ࡿඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷ࡬ࡢ㐃ᦠ㺃᥋⥆ࡢᗘྜ࠸ࡀᙉࡲࡾ㸪⌧㇟ᩘ⌮Ꮫࡢᩍ⫱ᣐⅬࡢ♏ࡀ᭦࡟ᩚഛࡉࢀࡿࡇ࡜࡟࡞ࡿࠋճ ⱝᡭ◊✲⪅⫱ᡂࡢࡓࡵࡢ⤒῭ᨭ᥼⟇኱Ꮫ㝔ᩍ⫱࡛ࡣ㸪ⱝᡭ◊✲⪅ࢆ⫱ᡂࡍࡿࡓࡵࡢ⤒῭ᨭ᥼⟇࡜ࡋ࡚㸪ࠕᏛ㈝┦ᙜ㢠඲㢠චࠖ࡜ࠕࢢ࣮ࣟࣂࣝ &2( ༤ኈㄢ⛬◊✲ဨࠖ࡜ࡋ࡚ࡢ᥇⏝➼ࡢไᗘࢆா㝖㸦⤥㈝ዡᏛ㔠ไᗘ㸧ཷ࡛ࡁࡿ 0,063K'ࣉࣟࢢ࣒ࣛ㸦ධᏛᐃဨ  ྡ㸭ᖺ㸧ࢆᖹᡂ  ᖺᗘ࠿ࡽ㛤タࡋ࡚࠸ࡿࠋᖹᡂ  ᖺᗘࡣ㸪᪂ࡓ࡟㸳ྡࡢ༤ኈᚋᮇㄢ⛬Ꮫ⏕ࡀධᏛࡋ㸪ィ  ྡࡢᅾ⡠㸦ෆ㸪እᅜே␃Ꮫ⏕  ྡ㸧࡜࡞ࡗࡓࠋࡲࡓ㸪0,063K'ࣉࣟࢢ࣒ࣛධヨࢆ⥅ᢎࡋࡓᖹᡂ  ᖺᗘඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷ༤ኈᚋᮇㄢ⛬ධᏛヨ㦂ࢆ  ᭶࡜  ᭶࡟ᐇ᪋ࡋ㸪㑅⪃ࡢ⤖ᯝ㸪ྡࡢྜ᱁⪅㸦ෆ㸪እᅜே␃Ꮫ⏕  ྡ㸧ࢆỴᐃࡋ࡚࠸ࡿࠋմ ᩍဨ㸪◊✲ဨࡢᣑ඘
ᩍဨཬࡧᩍ⫱◊✲ᨭ᥼⪅ࡢᙉ໬࡜ࡋ࡚㸪ᐈဨᩍဨ  ྡࢆ㞠⏝ࡋ㸪ෆ  ྡࢆᮏࣉࣟࢢ࣒ࣛ
஦ᴗ᥎㐍ᢸᙜ⪅࡜ࡋ࡚࠸ࡿࠋࡲࡓ㸪ⱝᡭ◊✲⪅࡜ࡋ࡚ᖹᡂ  ᖺᗘࢢ࣮ࣟࣂࣝ &2(㸫⌧㇟ᩘ⌮Ꮫ࣏ࢫࢺ࣭ࢻࢡࢱ࣮ ྡࢆ㸪ᮏࣉࣟࢢ࣒ࣛࡢ⿵ຓ㔠࡟࡚  ྡ㸪Ꮫෆ⤒㈝࡟࡚  ྡ㞠⏝ࡋࡓࠋⱝᡭ◊✲⪅ࢆ⫱ᡂࡍࡿࡓࡵ㸪࣏ࢫࢺ࣭ࢻࢡࢱ࣮㸦63'࣭3'㸧 ྡࢆ㞠⏝ࡋ࡚࠸ࡿࠋ
࡞࠾㸪ᮏࣉࣟࢢ࣒ࣛࡢ㐃ᦠ኱Ꮫ࡛࠶ࡿᗈᓥ኱Ꮫ࡟࠾࠸࡚ࡶ㸪ᖹᡂ  ᖺᗘࡼࡾ࣏ࢫࢺ࣭ࢻ
ࢡࢱ࣮ ྡࢆ⥅⥆ࡋ࡚㞠⏝ࡋ࡚࠸ࡿࠋյ ⌧㇟ᩘ⌮Ꮫࡢࢿࢵࢺ࣮࣡ࢡᙧᡂ
ᅜෆࡢ⌧㇟ᩘ⌮Ꮫࡢᩍ⫱◊✲ࢿࢵࢺ࣮࣡ࢡ࡟ࡘ࠸࡚ࡣ㸪ᗈᓥ኱Ꮫ࣭㱟㇂኱Ꮫ࣭㟼ᒸ኱Ꮫ࡜ໟᣓ༠ᐃཬࡧᏛ⏕஺ὶࡢぬ᭩ࢆ⤖ࡧ㸪◊✲ᣦᑟ㸪༢఩஫᥮ไᗘࢆᵓ⠏ࡋ࡚࠾ࡾ㸪ࡇࢀ࡟ᇶ࡙ࡃ㸪஺ὶࡣḟࡢ࡜࠾ࡾ࡛࠶ࡿࠋ
࠙༢఩஫᥮࣭◊✲ᣦᑟࠚ࣭ ᗈᓥ኱Ꮫ኱Ꮫ㝔༤ኈㄢ⛬๓ᮇᏛ⏕  ྡࡀ㸪᫂἞኱Ꮫ኱Ꮫ㝔ᤵᴗ⛉┠ࢆཷㅮ࣭ ᫂἞኱Ꮫ኱Ꮫ㝔༤ኈ๓ᮇㄢ⛬Ꮫ⏕  ྡࡀ㸪ᗈᓥ኱Ꮫ኱Ꮫ㝔ᤵᴗ⛉┠ࢆཷㅮ࣭ ᫂἞኱Ꮫ኱Ꮫ㝔༤ኈᚋᮇㄢ⛬Ꮫ⏕  ྡࡀ㸪㱟㇂኱Ꮫ኱Ꮫ㝔ᤵᴗ⛉┠ࢆཷㅮ࣭ ᫂἞኱Ꮫ኱Ꮫ㝔༤ኈᚋᮇㄢ⛬Ꮫ⏕  ྡࡢࢳ࣮࣒ࣇ࢙࣮ࣟ࡜ࡋ࡚㸪ᗈᓥ኱Ꮫ኱Ꮫ
㝔ᩍᤵ㸦஦ᴗ᥎㐍ᢸᙜ⪅㸧 ྡࡀ◊✲ࢆࢧ࣏࣮ࢺ
ᅜእࡢ⌧㇟ᩘ⌮Ꮫࡢᩍ⫱◊✲ࢿࢵࢺ࣮࣡ࢡ࡟ࡘ࠸࡚ࡣ㸪⌧㇟ᩘ⌮Ꮫࡢ୍ࡘࡢᰕ࡛࠶ࡿᩘ
⌮⏕≀Ꮫ㸪ᩘ⌮⏕࿨⛉Ꮫศ㔝ࡢࢢ࣮ࣟࣂࣝ࡞άືࢆᒎ㛤ࡋ㸪ᾏእࡢ◊✲ᶵ㛵࡜ࡢ◊✲஺ὶ㸪ⱝᡭ◊✲⪅ࡢ஺ὶࢆ᭦࡟㐍ࡵࡿࡇ࡜࠿ࡽ㸪ᖹᡂ  ᖺ  ᭶㸪࢜ࢵࢡࢫࣇ࢛࣮ࢻ኱Ꮫᩘ⌮⏕≀Ꮫࢭࣥࢱ࣮㸦&0%㸧࡜༠ᐃࢆ⥾⤖ࡋࡓࠋᅜෆᥦᦠᶵ㛵㸦 ᖺᗘ㸧㐃ᦠᶵ㛵ྡ

㻌᫂἞኱Ꮫ㛗㻌
ᗈᓥ኱Ꮫ኱Ꮫ㝔⌮Ꮫ◊✲⛉㛗㻌ᗈᓥ኱Ꮫ㻌 ኱Ꮫ㝔㻌 ⌮Ꮫ◊✲⛉㻌᫂἞኱Ꮫ኱Ꮫ㝔⌮ᕤᏛ◊✲⛉ጤဨ㛗䡡㻌᫂἞኱Ꮫ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛗㱟㇂኱Ꮫ㛗㻌

㱟㇂኱Ꮫ㻌᫂἞኱Ꮫ㛗㻌
㱟㇂኱Ꮫ኱Ꮫ㝔⌮ᕤᏛ◊✲⛉㛗㻌㱟㇂኱Ꮫ㻌 ኱Ꮫ㝔㻌 ⌮ᕤᏛ◊✲⛉㻌᫂἞኱Ꮫ኱Ꮫ㝔⌮ᕤᏛ◊✲⛉ጤဨ㛗䡡㻌᫂἞኱Ꮫ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛗㟼ᒸ኱Ꮫ㛗㻌

㟼ᒸ኱Ꮫ㻌᫂἞኱Ꮫ㛗㻌
㟼ᒸ኱Ꮫ⮬↛⛉Ꮫ⣔ᩍ⫱㒊㛗㻌㟼ᒸ኱Ꮫ㻌 ኱Ꮫ㝔㻌 ⮬↛⛉Ꮫ⣔ᩍ⫱㒊㻌

⥾⤖ヲ⣽

⥾⤖᪥
㸦ᮇ㛫㸧

ᩍ⫱䞉◊✲άື䛾኱Ꮫ㛫஺ὶ䛻㛵䛩䜛ໟᣓⓗ䛺༠ᐃ㻌㻞㻜㻜㻥 ᖺ 㻝 ᭶㻔㻡 ᖺ㛫䠅㻌

୧኱Ꮫ㝔㛫䛻䜘䜛Ꮫ⏕஺ὶ䛻㛵䛩䜛ぬ᭩㻌

㻞㻜㻜㻥 ᖺ 㻝 ᭶㼇㻞㻜㻝㻝 ᖺ 㻟 ᭶㼉㻔㻡 ᖺ㛫䠅㻌

ᩍ⫱䞉◊✲άື䛾኱Ꮫ㛫஺ὶ䛻㛵䛩䜛ໟᣓⓗ䛺༠ᐃ㻌㻞㻜㻜㻥 ᖺ 㻟 ᭶㻔㻡 ᖺ㛫㻕㻌

୧኱Ꮫ㝔㛫䛻䜘䜛Ꮫ⏕஺ὶ䛻㛵䛩䜛ぬ᭩㻌

㻞㻜㻜㻥 ᖺ 㻟 ᭶㼇㻞㻜㻝㻝 ᖺ 㻟 ᭶㼉㻔㻡 ᖺ㛫㻕㻌

ᩍ⫱䞉◊✲άື䛾኱Ꮫ㛫஺ὶ䛻㛵䛩䜛ໟᣓⓗ䛺༠ᐃ㻌㻞㻜㻝㻜 ᖺ 㻟 ᭶㻔㻡 ᖺ㛫㻕㻌

୧኱Ꮫ㝔㛫䛻䜘䜛Ꮫ⏕஺ὶ䛻㛵䛩䜛ぬ᭩㻌

㻞㻜㻝㻜 ᖺ 㻟 ᭶㼇㻞㻜㻝㻝 ᖺ 㻟 ᭶㼉㻔㻡 ᖺ㛫㻕㻌

௦⾲⪅ ⥾⤖⪅㸧ᗈᓥ኱Ꮫ㛗㻌

ᗈᓥ኱Ꮫ㻌㻌᫂἞኱Ꮫ኱Ꮫ㝔⌮ᕤᏛ◊✲⛉ጤဨ㛗䡡㻌᫂἞኱Ꮫ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛗㻌ᾏእᥦᦠᶵ㛵㸦 ᖺᗘ㸧
ᅜྡ
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䝇㻌

㻌

㻌



㐃ᦠඛẕయᶵ㛵 ཬࡧ 㐃ᦠᶵ㛵ྡ㻯㼑㼚㼠㼞㼑㻌㻺㼍㼠㼕㼛㼚㼍㼘㻌㼐㼑㻌㼘㼍㻌㻾㼑㼏㼔㼑㼞㼏㼔㼑㻌㻿㼏㼕㼑㼚㼠㼕㼒㼕㼝㼡㼑㻌㻔㻯㻺㻾㻿㻕㻌㻌䛆ᅜ❧⛉Ꮫ◊✲䝉䞁䝍䞊䛇㻌㻯㼛㼚㼟㼕㼓㼘㼕㼛㻌㻺㼍㼦㼕㼛㼚㼍㼘㼑㻌㼐㼑㼘㼘㼑㻌㻾㼕㼏㼑㼞㼏㼔㼑㻌㻔㻯㻺㻾㻕㻌㼀㼔㼑㻌㻵㼟㼠㼕㼠㼡㼠㼛㻌㼜㼑㼞㻌㼘㼑㻌㻭㼜㼜㼘㼕㼏㼍㼦㼕㼛㼚㼕㻌㼐㼑㼘㻌㻯㼍㼘㼏㼛㼘㼛㻌㻎㻹㼍㼡㼞㼛㻼㼕㼏㼛㼚㼑㻎㻌㻔㻵㻭㻯㻕㻌
㻌䛆ᅜ❧Ꮫ⾡◊✲఍㆟㻌 ᛂ⏝ᩘᏛ◊✲ᡤ䛇㻌㼀㼔㼑㻌㻹㼍㼠㼔㼑㼙㼍㼠㼕㼏㼍㼘㻌㻵㼚㼟㼠㼕㼠㼡㼠㼑㻘㻌㼁㼚㼕㼢㼑㼞㼟㼕㼠㼥㻌㼛㼒㻌㻻㼤㼒㼛㼞㼐㻚㻌㼀㼔㼑㻌㻯㼑㼚㼠㼞㼑㻌㼒㼛㼞㻌㻹㼍㼠㼔㼑㼙㼍㼠㼕㼏㼍㼘㻌㻮㼕㼛㼘㼛㼓㼥㻌㻔㻯㻹㻮㻕㻘㻌㼁㼚㼕㼢㼑㼞㼟㼕㼠㼥㻌㼛㼒㻌㻻㼤㼒㼛㼞㼐㻘㻌㼁㻷㻌㻌䛆ⱥᅜ䜸䝑䜽䝇䝣䜷䞊䝗኱ᏛᩘᏛ◊✲ᡤ䛇㻌䛆ⱥᅜ䜸䝑䜽䝇䝣䜷䞊䝗኱Ꮫᩘ⌮⏕≀Ꮫ䝉䞁䝍䞊䛇㻌

䝣㻌
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㻸㻓㽔㼏㼛㼘㼑㻌㼐㼑㼟㻌㼔㼍㼡㼠㼑㼟㻌㽴㼠㼡㼐㼑㼟㻌㼑㼚㻌㼟㼏㼕㼑㼚㼏㼑㼟㻌㼟㼛㼏㼕㼍㼘㼑㼟㻌㻔㻱㻴㻱㻿㻿㻕㻌㻯㼑㼚㼠㼞㼑㻌㼐㻓㻭㼚㼍㼘㼥㼟㼑㻌㼑㼠㻌㼐㼑㻌㻹㼍㼠㼔㽴㼙㼍㼠㼕㼝㼡㼑㻌㻿㼛㼏㼕㼍㼘㼑㼟㻌㻔㻯㻭㻹㻿㻕㻌㻌䛆ᅜ❧♫఍⛉Ꮫ㧗➼◊✲㝔㻌 ♫఍ᩘ⌮ゎᯒ䝉䞁䝍䞊䛇㻌

䝇㻌
䝨㻌
䜲㻌
䞁㻌

㼁㼚㼕㼢㼑㼞㼟㼕㼐㼍㼐㻌㻯㼛㼙㼜㼘㼡㼠㼑㼚㼟㼑㻌㼐㼑㻌㻹㼍㼐㼞㼕㼐㻌㻔㼁㻯㻹㻕㻌㻵㼚㼟㼠㼕㼠㼡㼠㼛㻌㼐㼑㻌㻹㼍㼠㼑㼙㽬㼠㼕㼏㼍㻌㻵㼚㼠㼑㼞㼐㼕㼟㼏㼕㼜㼘㼕㼚㼍㼞㻌㻔㻵㻹䠥㻕㻌㻌䛆䝬䝗䝸䞊䝗䞉䝁䞁䝥䝹䝔䞁䝉኱Ꮫ㻌 Ꮫ㝿ᩘᏛ◊✲ᡤ䛇㻌

䝧㻌
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㼂㼕㼑㼠㼚㼍㼙㼑㼟㼑㻌㻭㼏㼍㼐㼑㼙㼥㻌㼛㼒㻌㻿㼏㼕㼑㼚㼏㼑㻌㼍㼚㼐㻌㼀㼑㼏㼔㼚㼛㼘㼛㼓㼥㻌㻔㼂㻭㻿㼀㻕㻌㻴㼍㼚㼛㼕㻌㻵㼚㼟㼠㼕㼠㼡㼠㼑㻌㼛㼒㻌㻹㼍㼠㼔㼑㼙㼍㼠㼕㼏㼟㻌㻔㻴㻵㻹㻕㻌㻌䛆䝧䝖䝘䝮⛉Ꮫᢏ⾡䜰䜹䝕䝭䞊㻌 䝝䝜䜲ᩘᏛ◊✲ᡤ䛇㻌ྎ㻌‴㻌㻺㼍㼠㼕㼛㼚㼍㼘㻌㻯㼔㼕㼍㼛㻌㼀㼡㼚㼓㻌㼁㼚㼕㼢㼑㼞㼟㼕㼠㼥㻌㻔㻺㻯㼀㼁㻕㻌㻵㼚㼟㼠㼕㼠㼡㼠㼑㻌㼛㼒㻌㻹㼍㼠㼔㼑㼙㼍㼠㼕㼏㼍㼘㻌㻹㼛㼐㼑㼘㼕㼚㼓㻌㼍㼚㼐㻌㻿㼏㼕㼑㼚㼠㼕㼒㼕㼏㻌㻯㼛㼙㼜㼡㼠㼕㼚㼓㻌㻔㻵㻹㻹㻿㻯㻕㻌㻌䛆ᅧ❧஺㏻኱Ꮫ㻌 ᩘᏛᘓᶍ⯆⛉Ꮫィ⟬◊✲ᡤ䛇㻌௦⾲⪅ ⥾⤖⪅

⥾⤖ヲ⣽

⥾⤖᪥
㸦ᮇ㛫㸧

㻰㼍㼚㼕㼑㼘㼘㼑㻌㻴㼕㼘㼔㼛㼞㼟㼠㻌᪥௖ඹྠ஦ᴗ䛸䛧䛶ᅜ㝿㐃ᦠ◊✲㻔㻸㻵㻭㻝㻥㻣㻕䜢᥎㐍䛩䜛༠ᐃ㻌㻞㻜㻜㻣 ᖺ 㻥 ᭶䠄㻡 ᖺ㛫䠅㻌

◊✲⪅䛾஺ὶ䠈㻼㻰 䛾ὴ㐵䠈ཷධ䜜䛺䛹Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛༠ᐃ㻌㻞㻜㻜㻥 ᖺ 㻝㻜 ᭶䠄㻟 ᖺ㛫䠅㻌

◊✲⪅䛾஺ὶ䠈㻼㻰 䛾ὴ㐵䠈ཷධ䜜䛺䛹Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛ぬ᭩㻌㻞㻜㻝㻞 ᖺ 㻟 ᭶䠄㻟 ᖺ㛫䠅㻌

◊✲⪅䛾஺ὶ䠈㻼㻰 䛾ὴ㐵䠈ཷධ䜜䛺䛹Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛ぬ᭩㻌㻞㻜㻜㻤 ᖺ 㻟 ᭶䠄㻟 ᖺ㛫䠅㻌

ᩘ⌮⛉Ꮫ䛾ᅜ㝿ⓗ䛺䝛䝑䝖䝽䞊䜽ᵓ⠏䜔ேᮦ஺ὶ䛺䛹䜢✚ᴟⓗ䛻᥎㐍䛩䜛Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛ぬ᭩㻌㻞㻜㻜㻥 ᖺ 㻟 ᭶䠄㻟 ᖺ㛫䠅㻌

◊✲⪅䛾஺ὶ䠈㻼㻰 䛾ὴ㐵䠈ཷධ䜜䛺䛹Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛ぬ᭩㻌㻞㻜㻜㻤 ᖺ 㻟 ᭶䠄㻟 ᖺ㛫䠅㻌

◊✲⪅䛾஺ὶ䠈㻼㻰 䛾ὴ㐵䠈ཷධ䜜䛺䛹Ꮫ⾡◊✲༠ຊ䛻㛵䛩䜛ぬ᭩㻌㻞㻜㻜㻥 ᖺ 㻟 ᭶䠄㻟 ᖺ㛫䠅㻌

㻹㻵㻹㻿 ᡤ㛗㻌㻹㼕㼏㼔㼑㼘㻌㻮㼑㼞㼠㼟㼏㼔㻌㻹㻵㻹㻿 ᡤ㛗㻌㻼㼔㼕㼘㼕㼜㻌㻷㻚㻌㻹㼍㼕㼚㼕㻌㻹㻵㻹㻿 ᡤ㛗㻌㻴㼑㼚㼞㼕㻌㻮㼑㼞㼑㼟㼠㼥㼏㼗㼕㻌㻹㻵㻹㻿 ᡤ㛗㻌㻹㼕㼓㼡㼑㼘㻌㻭㻚㻌㻴㼑㼞㼞㼑㼞㼛㻹㻵㻹㻿 ᡤ㛗㻌㻺㼓㼛㻌㼂㼕㼑㼠㻌㼀㼞㼡㼚㼓㻌㻹㻵㻹㻿 ᡤ㛗㻌㢗㻌 ᫂἞㻌
㻹㻵㻹㻿 ᡤ㛗㻌࢖㸬ᣐⅬ࡟࠾ࡅࡿⱝᡭ◊✲⪅ࡢ⫱ᡂձᣦᑟయไ㸪ᩍ⫱ࣉࣟࢢ࣒ࣛ➼ࡢᥐ⨨ᮏ኱Ꮫ࡛ࡣ㸪ㅖእᅜࡢ◊✲⪅㣴ᡂࣉࣟࢢ࣒ࣛࢆཧ⪃࡟㸪༤ኈᚋᮇㄢ⛬ᩍ⫱ࣉࣟࢢ࣒࡛ࣛ
࠶ࡿ 0,063K'ࣉࣟࢢ࣒ࣛࢆᖹᡂ  ᖺᗘࡼࡾᒎ㛤ࡋ࡚࠸ࡿࠋ⌧㇟ᩘ⌮Ꮫ࡛ࡣࣔࢹࣜࣥ
ࢢ࣭ᩘ⌮ゎᯒ࣭ࢩ࣑࣮ࣗࣞࢩࣙࣥࡢ  ࡘࡢ⬟ຊࢆᚲせ࡜ࡍࡿ࡜ྠ᫬࡟㸪ゎ᫂ࡍ࡭ࡁ⌧㇟࡟㛵ࡍࡿ⌮ゎࡶᚲせ࡛࠶ࡿࠋࡑࡢࡓࡵࡢᣦᑟయไ࡜ࡋ࡚㸪ᣦᑟᩍဨ  ྡ࡟ࡼࡿ◊✲ᣦᑟ࡛ࡣᵝࠎ࡞▱㆑࡜」║ⓗど㔝ࢆᣢࡘࠕ⌧㇟ᩘ⌮Ꮫࠖࡢ◊✲⪅ࡢ⫱ᡂࡣᐜ࡛᫆ࡣ࡞࠸ࡇ࡜࠿ࡽ㸪ࠕࢳ࣮࣒ࣇ࢙࣮ࣟࠖ࡟ࡼࡿ」ᩘᣦᑟయไࢆタ⨨ࡋ࡚࠸ࡿࠋࢳ࣮࣒ࣇ࢙࣮ࣟࡣ㸪0,06 ᡤဨ࣭◊✲ဨࡢ୰࠿ࡽࣔࢹࣜࣥࢢ࣭ᩘ⌮ゎᯒ࣭ࢩ࣑࣮ࣗࣞࢩࣙࣥ࡟ᑐᛂࡍࡿᩍဨ  ྡࡀ㑅ࡤࢀ㸪┦⿵㐃ᦠࡋࡘࡘ◊✲ᣦᑟࢆ⾜࠺ࠋᖹᡂ  ᖺᗘࡣ㸪0,063K'ࣉࣟࢢ࣒ࣛᏛ⏕  ྡ㸦⌮ᕤᏛ◊✲⛉  ྡ㸪ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉  ྡ㸧࡟ᑐࡋ࡚㸪ࡑࢀࡒࢀࢳ࣮࣒ࣇ࢙࣮ࣟࢆ㑅ᐃࡋ㸪ᩍ⫱άືࢆ⾜ࡗ࡚࠸ࡿࠋ௒ᚋࡣᏛ⏕ࡢ◊✲ෆᐜࡢኚ໬࡟క࠺ࢳ࣮࣒ࣇ࢙࣮࣓ࣟࣥࣂ࣮ࡢぢ┤ࡋ࡞࡝㸪ᰂ㌾࡞ᣦᑟయไࢆ࡜ࡿࠋ
ᩍ⫱ࣉࣟࢢ࣒ࣛ࡟ࡘ࠸࡚ࡣ㸪඲Ꮫࡢ༤ኈᚋᮇㄢ⛬Ꮫ⏕ࡢࡓࡵࡢඹ㏻⛉┠࡛࠶ࡿࠕඛ➃ᩘ⌮⛉Ꮫ $㺃%ࠖཬࡧࠕ$GYDQFHG0DWKHPDWLFDO6FLHQFHV&㺃'ࠖࢆ௻⏬࣭ᥦ౪ࡋ࡚࠸ࡿࠋࡇࢀ
ࡣ㸪0,06 ࡢ◊✲ᡂᯝ࡛࠶ࡿ᭱ඛ➃ࡢෆᐜࢆ㔜Ⅼⓗ࡟㑅ᢥࡋ࡚ㅮ⩏ࡍࡿࡶࡢ࡛㸪ⱝᡭ◊✲⪅ࡀ᭱ඛ➃ࡢ◊✲஦᝟ࢆ㸪ᙜヱศ㔝ࡢᅜ㝿ⓗ➨୍ே⪅࠿ࡽ┤᥋ㅮ⩏ࢆཷࡅ࡚▱ࡿ㈗㔜࡞ᶵ఍࡜ࡋ࡚ᶵ⬟ࡋ࡚࠸ࡿࠋ࡞࠾㸪
ࠕ$GYDQFHG0DWKHPDWLFDO6FLHQFHV&㺃'࡛ࠖࡢㅮ⩏ࡣ඲࡚ⱥㄒ࡛⾜ࢃࢀ࡚࠸ࡿࡇ࡜࠿ࡽ㸪እᅜே␃Ꮫ⏕ࡸᅜෆᏛ⏕ࡢᅜ㝿໬࡟ࡶᙺ❧ࡗ࡚࠸ࡿࠋࡉࡽ
࡟㸪ࡇࢀࡽࡢ⛉┠ࡣ㸪ᅜ㝿⌧㇟ᩘ⌮Ꮫࢫࢡ࣮ࣝ࡜ࡋ࡚ࡢᶵ⬟ࡶేࡏᣢࡗ࡚࠸ࡿࠋࡑࡢࡓࡵ㸪ᮏᏛࡢṇつᒚಟ⪅ࡢࡳ࡞ࡽࡎ㸪඲ᅜࡢ኱Ꮫ㝔Ꮫ⏕࡟ࡶ⫈ㅮࡢᶵ఍ࢆタࡅ࡚࠾ࡾ㸪⌧㇟ᩘ⌮Ꮫ࡟⯆࿡ࡢ࠶ࡿ඲ᅜࡢⱝᡭ◊✲⪅ࡢ〈㔝ᣑ኱࡟኱ࡁࡃ㈉⊩ࡋ࡚࠸ࡿࠋ
ղⱝᡭ◊✲⪅ࡀ⬟ຊࢆ༑ศ࡟Ⓨ᥹࡛ࡁࡿࡼ࠺࡞௙⤌ࡳ
ᮏᣐⅬࡢ࣏ࢫࢺ࣭ࢻࢡࢱ࣮ཬࡧ኱Ꮫ㝔Ꮫ⏕࡞࡝ⱝᡭ◊✲⪅࡟ࡣ㸪༑ศ࡞◊✲᫬㛫࡜ሙᡤ㸦ᮏࣉࣟࢢࣛ
࣒᥎㐍Ჷ㸧ࡀ୚࠼ࡽࢀ࡚࠸ࡿࡀ㸪ᚑ᮶ࡢࡼ࠺࡟◊✲ࡢࡳ࡟ᚑ஦ࡍࡿࡢ࡛ࡣ࡞ࡃ㸪✚ᴟⓗ࡟◊✲⤌⧊ࡢ㐠Ⴀ࡟ཧຍࡍࡿࢩࢫࢸ࣒ࢆ࡜ࡗ࡚࠸ࡿࠋࡍ࡞ࢃࡕ㸪⮬Ⓨⓗ࡞◊✲఍㺀⌧㇟ᩘ⌮ⱝᡭࢩ࣏ࣥࢪ࣒࢘㺁ࢆ㛤ദࡋ㸪ࡲࡓ㸪ᐃᮇࢭ࣑ࢼ࣮㸦㺀0$66HPLQDU㺁 ᅇ㸪㺀⌧㇟ᩘ⌮Ꮫࢭ࣑ࢼ࣮㺁 ᅇ㸪㺀0((6HPLQDU㺁 ᅇ㸧ࢆ⤌⧊࣭㐠Ⴀࡍࡿ࡞࡝࡟ࡼࡾ㸪ⱝᡭ◊✲⪅ࡢ◊✲ࢿࢵࢺ࣮࣡ࢡ
ࡀ⮬↛࡟ᵓ⠏ࡉࢀࡿࡼ࠺㓄៖ࡋ࡚࠸ࡿࠋࡲࡓ㸪ⱝᡭ◊ ✲ ⪅ 㛫 ࡢ ◊ ✲ ஺ ὶ ࢆ ࡼ ࡾ ά Ⓨ ࡟ ࡍ ࡿ 㺀 &DI«6HPLQDU㺁ࢆ  ᅇ㛤ദࡋ㸪᝟ሗ஺᥮ࡢሙ࡜ࡋ࡚ᶵ⬟ࡋ࡚࠸ࡿࠋ࠙ⱝᡭࢩ࣏ࣥࢪ࣒࢘ࡢᵝᏊࠚࡲࡓ㸪༤ኈᚋᮇㄢ⛬Ꮫ⏕㸪࣏ࢫࢺ࣭ࢻࢡࢱ࣮ࡀ୺࡞⏦ㄳ⪅࡜࡞ࡿࠕ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ
࢙ࢡࢺ㸦◊✲ࣉࣟࢪ࢙ࢡࢺᆺ࣭ᾏእඹྠ◊✲ᆺ㸧ࠖࢆ௻⏬࣭㐠Ⴀࡋ࡚࠸ࡿࠋ◊✲ࣉࣟࢪ࢙ࢡࢺᆺࡣ㸪ⱝᡭ◊✲⪅࡟⌧㇟ᩘ⌮Ꮫࡢ㊃᪨࡟ἢࡗࡓᣮᡓⓗࣉࣟࢪ࢙ࢡࢺ◊✲ࡢ❧᱌࣭᥎㐍ࡢᶵ఍ࢆ୚࠼㸪◊✲⪅࡜ࡋ࡚ࡢ⮬❧ࢆࢧ࣏࣮ࢺࡋ࡚࠸ࡿࠋᾏእඹྠ◊✲ᆺࡣ㸪ᾏእ◊✲⪅࡜ࡢ஺ὶࢆࡼࡾ୍ᒙಁ㐍ࡋ㸪▱ぢࢆ῝ࡵࡿࡇ࡜࡛㸪◊✲ᡂᯝࡢྥୖ࡟ᐤ୚ࡍࡿࡼ࠺ᨭ᥼ࡍ
ࡿࡶࡢ࡛㸪ᖹᡂ  ᖺᗘ࠿ࡽබເࢆ㛤ጞࡋ࡚࠸ࡿࠋ
䛆䜴䜵䝤䝃䜲䝖 85/䛇࣭⌧㇟ᩘ⌮ⱝᡭࢩ࣏ࣥࢪ࣒࢘
KWWSJFRHPLPVPHLMLDFMSMSQHYHQWV3'&RQIHUHQFHLQGH[KWPO࣭0$66HPLQDUKWWSJFRHPLPVPHLMLDFMSMSQHYHQWV0$6LQGH[KWPO࣭⌧㇟ᩘ⌮Ꮫࢭ࣑ࢼ࣮
KWWSJFRHPLPVPHLMLDFMSMSQHYHQWV0$6MLQGH[KWPO࣭0((6HPLQDUKWWSJFRHPLPVPHLMLDFMSMSQHYHQWV0((LQGH[KWPO࣭⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ
KWWSJFRHPLPVPHLMLDFMSMSQUHVHDUFKZDNDWHBSURMHFWKWPOճᅜ㝿ⓗ࡞ேᮦࡢ⫱ᡂ
0,06 ࡣ㸪⌧㇟ᩘ⌮Ꮫࡢᅜ㝿ⓗேᮦࡢ⫱ᡂ࡟㈨ࡍࡿࡓࡵ㸪᪤࡟ᾏእ  ᩍ⫱◊✲ᶵ㛵㸦ࣇࣛࣥࢫᅜ❧⛉Ꮫ◊✲ࢭࣥࢱ࣮㸪࢖ࢱࣜ࢔Ꮫ⾡◊✲఍㆟ᛂ⏝ᩘᏛ◊✲ᡤ㸪࣋ࢺࢼ࣒࣭ࣁࣀ࢖ᩘᏛ
◊✲ᡤ㸪ࣇࣛࣥࢫᅜ❧♫఍⛉Ꮫ㧗➼◊✲㝔♫఍ᩘ⌮ゎᯒࢭࣥࢱ࣮㸪ྎ‴ᅧ❧஺㏻኱ᏛᩘᏛᘓ
ᶍ⛉Ꮫィ⟬◊✲ᡤ㸪࣐ࢻ࣮ࣜࢻ࣭ࢥࣥࣉࣝࢸࣥࢭ኱ᏛᏛ㝿ᩘᏛ◊✲ᡤ㸪ⱥᅜ࢜ࢵࢡࢫࣇ࢛࣮
ࢻ኱Ꮫᩘ⌮⏕≀Ꮫࢭࣥࢱ࣮㸧࡜㐃ᦠࡋ࡚࠾ࡾ㸪ᅜ㝿ⓗ࡞◊✲஺ὶࢆ㏻ࡌ࡚㸪ⱝᡭ◊✲⪅ࡢ⫱ᡂ࡟ຊࢆὀ࠸࡛࠸ࡿࠋ
኱Ꮫ㝔࡜ࡋ࡚ࡣ㸪ᾏእ࠿ࡽࡢඃ⚽࡞Ꮫ⏕ࡢཷධࢀࡸᅜෆᏛ⏕ࡢᅜ㝿໬ࢆ᥎㐍ࡍࡿࡓࡵ㸪ⱥㄒ࡟ࡼࡿᤵᴗ⛉┠ࠕ$GYDQFHG0DWKHPDWLFDO6FLHQFHV&'ࠖࢆタ⨨ࡋ࡚࠸ࡿࠋࡲࡓ㸪0,063K'ࣉ ࣟ ࢢ ࣛ ࣒ ࡛ ࡣ  ࠕ $GYDQFHG
0DWKHPDWLFDO6FLHQFHV&'ࠖࢆጞࡵ࠙0,063K'ࣉࣟࢢ࣒ࣛᏛ⏕ࠚ࡜ࡍࡿⱥㄒ࡟ࡼࡿᤵᴗ◊✲ᣦᑟ㸪Ꮫ఩ㄽᩥᣦᑟࢆ㏻ࡌ࡚㸪ⱥㄒ࡟ࡼࡿᏛ఩ྲྀᚓࢆྍ⬟࡜ࡋ࡚࠸ࡿࠋࡑࡢ⤖ᯝ㸪ᩥ㒊⛉Ꮫ┬ᖹᡂ  ᖺᗘᅜ㝿໬ᣐⅬᩚഛ஦ᴗ㸦ࢢ࣮ࣟࣂࣝ 㸧࡟᫂἞኱Ꮫࡀ᥇ᢥࡉࢀࡿࡇ࡜࡟ࡶࡘ࡞ࡀࡗ࡚࠸ࡿࠋ࡞࠾㸪ࡇࡢࠕ$GYDQFHG0DWKHPDWLFDO6FLHQFHV&'ࠖࡣ㸪኱Ꮫ㝔ࡢṇᘧ࡞ᤵᴗ⛉┠࡛࠶ࡿࡀ㸪⌧㇟ᩘ⌮Ꮫᩍ⫱ࢆᏛእ࡟ࡶᗈࡵࡿ┠ⓗ࠿ࡽ㸪ᗈࡃᏛෆእࡢⱝᡭ◊✲⪅ࡢཧຍࢆㄆࡵ㸪ᅜ㝿⌧㇟ᩘ⌮Ꮫࢫࢡ࣮ࣝ࡜ࡋ࡚ࡢᶵ⬟ࢆᣢࡓࡏ࡚࠸ࡿࠋ
ࡉࡽ࡟㸪◊✲⛉㛫ඹ㏻⛉┠ࠗᅜ㝿⣔⛉┠⩌࠘࡟ࡣ㸪ࠕᏛ⾡ⱥㄒࢥ࣑ࣗࢽࢣ࣮ࢩࣙࣥࠖཬࡧࠕⱥᩥᏛ⾡ㄽᩥ◊✲᪉ἲㄽࠖࡀタ⨨ࡉࢀ࡚࠸ࡿࠋ௒ᖺᗘᅾ⡠ࡢ  ྡࡢ༤ኈᚋᮇㄢ⛬Ꮫ⏕㸦0,063K'ࣉࣟࢢ࣒ࣛཧຍᏛ⏕㸧ࡢ࠺ࡕ  ྡࡣᾏእ࠿ࡽࡢ␃Ꮫ⏕㸦ྎ‴㸪࣐࣮ࣞࢩ࢔㸪ࢼ࢖ࢪ࢙ࣜ࢔㸪࢖ࣥࢻࢿࢩ࢔㸧࡛࠶ࡾ㸪᪥ᮏㄒ⬟ຊࢆ
㌟࡟ࡘࡅࡿࡓࡵ㸪ྛேࡢ⩦ᚓ≧ἣ࡟ᛂࡌ࡚㸪ࡇࢀࡽࡢᤵᴗ⛉┠ࢆᒚಟࡋ࡚࠸ࡿࠋ࡞࠾㸪௒ᖺᗘ㸪ࡑࡢෆ㸯ྡ࡟ࡘ࠸࡚ࡣ㸪㠀ᖖ࡟ඃ⚽࡞◊✲ᐇ⦼ࢆᣲࡆࡿࡇ࡜࡟ࡼ
ࡾ㸪ᶆ‽ಟᴗᖺ㝈ࢆ㸯ᖺ▷⦰ࡋ࡚༤ኈࡢᏛ఩㸦⌮Ꮫ㸧ࢆྲྀᚓࡋ㸪᪥ᮏᏛ⾡᣺⯆఍≉ู◊✲ဨ㸦3'㸧࡟╔௵ࡋ࡚࠸ࡿࠋࡲࡓ㸪ᮏᣐⅬ࡟࠾࠸࡚㸪࣏ࢫࢺ࣭ࢻࢡࢱ࣮ཬࡧ༤ኈᚋ ᮇ ㄢ ⛬ Ꮫ ⏕ ࡀ 㛤 ദ ࡋ ࡚ ࠸ ࡿ ᐃ ᮇ ࢭ ࣑ ࢼ ࣮ 㸦 0$6࠙ࣉࣟࢪ࢙ࢡࢺ⣔⛉┠ㅮ⩏㢼ᬒࠚ

6HPLQDU㸪0((6HPLQDU㸧ࡢ౑⏝ゝㄒࡣⱥㄒ࡛࠶ࡾ㸪ᖖ࡟㸪ⱥㄒ࡟ࡼࡿⓎ⾲ࡸウ㆟࡟ྲྀࡾ⤌ࢇ࡛࠸ࡿࠋࡇࢀ࡟ຍ࠼࡚㸪ࡉࡽ࡟ᖹᡂ  ᖺᗘ࠿ࡽࡣ㸪ࠕ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺࠖࡢ୰
࡟᪂ࡓ࡞࢝ࢸࢦ࣮ࣜ࡜ࡋ࡚ᾏእඹྠ◊✲ᆺࣉࣟࢪ࢙ࢡࢺࢆタࡅ㸪ⱝᡭ◊✲⪅ࡀ୍ᐃᮇ㛫ᾏእࡢ◊✲ᶵ㛵࡟㉱ࡁ㸪ඹྠ◊✲ࢆ᥎㐍ࡍࡿྲྀ⤌ࡳࢆጞࡵ࡚࠸ࡿࠋࡇࢀ࡟ࡼࡗ࡚㸪ࡉࡽ࡟ⱝᡭ◊✲⪅ࡢᅜ㝿ⓗ࡞◊✲ࢿࢵࢺ࣮࣡ࢡᵓ⠏ࢆࢧ࣏࣮ࢺࡍࡿయไࡀᩚࡗ࡚ࡁࡓࠋ
մࣉࣟࢪ࢙ࢡࢺ⣔⛉┠࣭ᅜ㝿⌧㇟ᩘ⌮Ꮫࢫࢡ࣮ࣝ
኱Ꮫ㝔༤ኈᚋᮇㄢ⛬඲◊✲⛉ᶓ᩿ᆺ࣒࢝ࣜ࢟ࣗࣛࠕࣉࣟࢪ࢙ࢡࢺ⣔⛉┠ࠖ ⛉┠ࢆ㛤ㅮࡋࡓࠋᮏ⛉┠ࡣ㸪௚኱Ꮫ㝔Ꮫ⏕࡟ࡶᗈࡃබ㛤ࡋ࡚࠾ࡾ㸪㞟୰ㅮ⩏ᙧᘧ࡜ࡍࡿࡇ࡜࡛ከࡃࡢᏛ
⏕ࡢཧຍࢆಁࡋ࡚࠸ࡿࠋࡲࡓ㸪Ꮫෆண⟬࡟ࡼࡿ௚኱Ꮫ㝔Ꮫ⏕࡬ࡢ᪑㈝᥼ຓࢆ⾜࠺ࡇ࡜࠿ࡽ㸪ࠕᅜ㝿⌧㇟ᩘ⌮Ꮫࢫࢡ࣮ࣝࠖ࡜ࡋ࡚ࡢᶵ⬟ࢆᣢࡓࡏ࡚࠸ࡿࠋ
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KWWSZZZPHLMLDFMSGDLBLQFURVVLQJSURMHFWKWPO࢔㸬ඛ➃ᩘ⌮⛉Ꮫ $ࠕᆅ⌫ኚື࡜ᩘ⌮ࠖ ᖺ  ᭶  ᪥㸦ⅆ㸧㹼 ᪥㸦㔠㸧࢖㸬ඛ➃ᩘ⌮⛉Ꮫ %
ࠕ⮬ᕫ⤌⧊໬࡜ᩘ⌮ࠖ ᖺ  ᭶  ᪥㸦ⅆ㸧㹼 ᪥㸦㔠㸧࢘㸬$GYDQFHG0DWKHPDWLFDO6FLHQFHV&ࠕ0DWKHPDWLFV(YHU\ZKHUHࠖ ᖺ  ᭶  ᪥㸦ⅆ㸧㹼 ᪥㸦㔠㸧࢚㸬$GYDQFHG0DWKHPDWLFDO6FLHQFHV'ࠕ,QWURGXFWLRQWR0DWKHPDWLFVLQ(DUWK6FLHQFHVࠖ ᖺ  ᭶  ᪥㸦᭶㸧㹼 ᭶  ᪥㸦ᮌ㸧࢘㸬ᣐⅬ࡟࠾ࡅࡿ◊✲άື ᣐⅬෆࡢ◊✲⪅ྠኈཬࡧ㛵㐃ศ㔝ࡢᣐⅬእࡢ◊✲⪅࡜ࡢ㐃ᦠ࣭༠ຊ࣭஺ὶࢆ῝ࡵࡿࡓࡵ࡟ᐃ
ᮇⓗ࡟◊✲఍ࢆ㛤ദࡋ㸪኱ࡁ࡞ᡂᯝࢆୖࡆ࡚࠸ࡿࠋ
࣭*&2(&ROORTXLXP ィ  ᅇ
KWWSJFRHPLPVPHLMLDFMSMSQHYHQWV&ROORTXLXPLQGH[KWPO࣭㠀⥺ᙧ㠀ᖹ⾮⣔ࡢ⌧㇟ᩘ⌮ᏛࡢⓎᒎࢩ࣏ࣥࢪ࣒࢘ *&2( ࣞࢡࢳ࣮ࣕࢩ࣮ࣜࢬ  ィ  ᅇ
KWWSJFRHPLPVPHLMLDFMSMSQHYHQWVQQVLQGH[KWPO࣭*&2(5'66HPLQDU ィ  ᅇ
KWWSJFRHPLPVPHLMLDFMSMSQHYHQWV5'6LQGH[KWPOࡇࢀࡽ࡟ࡼࡗ࡚㸪ᗈ࠸ศ㔝࡟Ώࡿ◊✲άື࡟ࡘ࠸࡚࠾஫࠸࡟▱ぢࢆ஺᥮ࡋ㸪௚ศ㔝ࡢᡭἲࡸ⪃࠼᪉ࢆྲྀࡾධࢀࡿ࡞࡝㸪⌧㇟ᩘ⌮Ꮫࡢ᥎㐍࡟ᙺ❧ࡗ࡚࠸ࡿࠋࡲࡓ㸪஦ᴗ᥎㐍ᢸᙜ⪅ཬࡧᣐⅬࡢⱝᡭ◊✲⪅ࡢ◊✲Ⓨ⾲ࡸㄽᩥⓎ⾲㸪ඹྠ◊✲ࡶάⓎ࡟⾜ࢃࢀࡿࡼ࠺࡟࡞ࡾ㸪◊✲ᣐⅬ࡜ࡋ࡚ࡢࣁࣈⓗᙺ๭ࡶ༑ศ࡟ᯝࡓࡋ࡚࠸ࡿࠋ
࢚㸬⌧㇟ᩘ⌮Ꮫࡢ⤂௓㸦࢔࢘ࢺ࣮ࣜࢳάື㸧ձ࣮࢜ࣉ࣭ࣥ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ
0,06 ࡛ᚓࡽࢀࡓ◊✲ᡂᯝ࡞࡝ࡢㄝ᫂࡟ຍ࠼㸪ᖹᡂ  ᖺᗘ࡟㛤タࡋࡓ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷࡢ⤂௓ࡢࡓࡵ㸪Ꮫ⏕ࡸ◊✲⪅ࡢ᪉ࠎ࡟ྥࡅ㸪஦ᴗ᥎㐍ᢸᙜ⪅ࡸ◊✲༠ຊ⪅ࡢ◊✲ㄝ᫂㸪࣏ࢫࢱ࣮Ⓨ⾲ࡸ≉ูබ㛤ㅮ₇఍㸪᪂◊✲⛉ࡢᴫせㄝ᫂ࢆ஺࠼ࡓ࣮࢜ࣉ
࣭ࣥ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺࢆ  ᖺ  ᭶  ᪥㸦ⅆ㸧ཬࡧ  ᭶  ᪥㸦Ỉ㸧࡟㛤ദࡋࡓࠋ
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࣮࠙࢜ࣉ࣭ࣥ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺࠚ

ղ⏕⏣ᅗ᭩㤋 *DOOHU\=(52ࠕ㌟ࡢᅇࡾࡢ⌧㇟ࢆᩘ⌮ࡢ┠࡛ぢࡿ࡜㸟ࠖ࡜࠸࠺ࢸ࣮࣐࡛᭱᪂ࡢ◊✲ᡂᯝࢆศ࠿ࡾࡸࡍࡃ㸪࠿ࡘ㠃ⓑࡃ⤂௓ࡍࡿᒎ♧ࢆ⾜ࡗࡓࠋᮏᒎ♧࡛ࡣ㸪ὠἼࢹ࣮ࢱ࠿ࡽࡢᾏᗏᆅᙧィ㸪཯ᛂᣑᩓཎ⌮࡟ࡼࡿ⏕≀ࣃࢱ࣮ࣥᙧᡂ㸪ࢲ࣮࢘࢕ࣥ㐍໬ㄽࡢ᪂⤫୍ཎ⌮㸪㠀⏕≀ࣃࢱ࣮ࣥࡢ⏕ᡂࣔࢹࣜࣥࢢ㸪ࢥ࣮ࣄ࣮ࡢ⨾࿡ࡋ࠸ධࢀ᪉࡞࡝ࢆྲྀࡾୖࡆࡓࠋ
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ࠕ㌟ࡢᅇࡾࡢ⌧㇟ࢆᩘ⌮ࡢ┠࡛ぢࡿ࡜㸟ࠖ࠙⏕⏣ᅗ᭩㤋 *DOOHU\=(52ࠚᒎ♧఍ ᮇ㸸 ᖺ  ᭶  ᪥㸦ᮌ㸧㹼 ᪥㸦᭶㸧 ͤ ᭶  ᪥㸦᪥㸧ࡣఇ㤋᫬ 㛫㸸㸦ᖹ᪥㸧㹼㸪㸦ᅵ㸧㹼㸪㸦᪥࣭⚃㸧㹼

ճඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘
ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タࢆグᛕࡋ㸪㧗ᰯ⏕࡟ࡼࡿ◊✲Ⓨ⾲఍ࡸ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ㸪グᛕㅮ₇఍➼ࢆᐇ᪋ࡋ㸪⌧㇟ᩘ⌮Ꮫࡢ⤂௓࡜ᑗ᮶࡟ࡘ࠸࡚ࢩ࣏ࣥࢪ࣒࢘ࢆ㛤ദࡋࡓࠋ
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࠙0,06 ⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥࠚ

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఍ ᮇ㸸 ᖺ  ᭶  ᪥㸦᪥㸧㸪 ᪥㸦ⅆ㸧㸪 ᪥㸦Ỉ㸧఍ ሙ㸸㥴Ἑྎ࢟ࣕࣥࣃࢫ⣸⤃㤋㸦 ᪥㸧㸪࢔࢝ࢹ࣑࣮ࢥࣔࣥ㸦 ᪥㸪 ᪥㸧 ᭶  ᪥➨୍ᅇ㧗ᰯ⏕࡟ࡼࡿ㹋㹇㹋㹑⌧㇟ᩘ⌮Ꮫ◊✲Ⓨ⾲఍ ᭶  ᪥༗๓ 㹋㹇㹋㹑⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ

༗ᚋ ᇶㄪㅮ₇࠙㛤タグᛕᕷẸㅮ₇఍ࠚ࣭ ᵽཱྀ▱அ㸦⤫ィᩘ⌮◊✲ᡤᡤ㛗㸧࣭ ྜཎ୍ᖾ㸦ᮾி኱Ꮫᩍᤵ㸧࣭ グᛕᘧ඾࣭ ᠓ぶ఍ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タࢩ࣏ࣥࢪ࣒࢘ ᭶  ᪥㛤タグᛕㅮ₇఍ࠕ⌧㇟ᩘ⌮Ꮫࡢᑗ᮶ࡢᒎᮃࠖ

࣭ ᒸᮏ ஂ㸦ி㒔኱Ꮫᩘ⌮ゎᯒ◊✲ᡤ㸧࣭ ᕑబ ᗤ㸦஑ᕞ኱Ꮫ⌮Ꮫ◊✲㝔⏕≀⛉Ꮫ㒊㛛㸧࣭ ྜྷᕝ ◊୍㸦ி㒔኱Ꮫ኱Ꮫ㝔⌮Ꮫ◊✲⛉㸧࣭ ᑠᯘ ு㸦ᗈᓥ኱Ꮫ኱Ꮫ㝔⌮Ꮫ◊✲⛉ᩘ⌮ศᏊ⏕࿨⌮Ꮫᑓᨷ㸧࣭ ᯇୗ ㈉㸦୰ኸ኱Ꮫ⌮ᕤᏛ㒊≀⌮Ꮫ⛉㸧࣭ ᪂஭ ோஅ㸦ᮾி኱Ꮫ኱Ꮫ㝔ᩘ⌮⛉Ꮫ◊✲⛉㸧࣭ ᰗ⏣ ⱥ஧㸦ᮾிᕤᴗ኱Ꮫ኱Ꮫ㝔᝟ሗ⌮ᕤᏛ◊✲⛉㸧࢜㸬ᗈሗάື
⌧㇟ᩘ⌮ᏛࡸᣐⅬࡢάືࢆᗈࡃᏛእ࡬⤂௓ࡍࡿࡓࡵ㸪ᵝࠎ࡞࢔ࣉ࣮ࣟࢳ࡟ࡼࡿᗈሗάືࢆ
⾜ࡗ࡚࠸ࡿࠋ௒ᖺᗘࡣ㸪ᣐⅬ࡟࠾ࡅࡿ◊✲άືࢆ኱Ꮫ㝔ᩍ⫱࡟཯ᫎࡉࡏࡿࡓࡵ࡟タ⨨ࡉࢀࡿඛ➃ᩘ⌮⛉Ꮫ◊✲⛉⌧㇟ᩘ⌮Ꮫᑓᨷࡢ㛤タཬࡧධヨ࡟㛵ࡍࡿᗈሗࡶ✚ᴟⓗ࡟⾜ࡗ࡚࠸ࡿࠋձ ࢙࢘ࣈࢧ࢖ࢺ
ᮏᣐⅬࡢ࢙࢘ࣈࢧ࢖ࢺࢆᜏᖖⓗ࡟᭦᪂ࡋ㸪᭱᪂ࡢάື
ෆᐜࢆᥖ㍕ࡍࡿࡼ࠺ᚰ᥃ࡅ࡚࠾ࡾ㸪3')ࣇ࢓࢖ࣝࡸື⏬࡞࡝ࡶά⏝ࡋ࡞ࡀࡽศ࠿ࡾࡸࡍࡃάືࢆ⤂௓ࡋ࡚࠸ࡿࠋᮏ
ᣐⅬࡀ୺ദཪࡣඹദࡍࡿ◊✲㞟఍࡞࡝ࡢ࢖࣋ࣥࢺࡣ㸪ண࿌ࡢ࣏ࢫࢱ࣮࡜⤊஢ᚋࡢሗ࿌グ஦࡜ࢆ࢙࢘ࣈࢧ࢖ࢺୖ࡟
ᥖ㍕ࡋ㸪୺࡞グ஦ࡣⱥヂࡶᥖ㍕ࡋ㸪ᮏᣐⅬࡢάືࢆᾏእ
࡟ྥࡅ࡚Ⓨಙࡋ࡚࠸ࡿࠋ
ղ 0HLML*&2(1HZV/HWWHU
ࠕ0HLML*&2(1HZV/HWWHUࠖࢆᖺ㸲ᅇⓎ⾜ࡋ㸪㛵ಀྛ᪉㠃࡬㓄௜ࡍࡿ࡜ྠ᫬࡟㸪ࢢ࣮ࣟࣂࣝ&2(࢙࢘ࣈࢧ࢖ࢺ࡬ࡶ
ᥖ㍕ࡋ࡚࠸ࡿࠋࡇࡢ୰࡛ࡣ㸪஦ᴗ᥎㐍ᢸᙜ⪅࡬ࡢ࢖ࣥࢱࣅ
࣮ࣗ࡟ࡼࡿ◊✲άືࡢ⤂௓㸪ⱝᡭ◊✲⪅࡬ࡢ࢖ࣥࢱࣅ࣮ࣗ

࣮࣒࣮࠙࣍࣌ࢪࠚ

࡟ࡼࡿⱝᡭࡢ⮬୺ⓗ࡞◊✲άືࡢ⤂௓ࢆጞࡵ࡜ࡋ࡚㸪ᣐⅬࡀ୺ദࡍࡿ◊✲㞟఍㸪ㅮ₇఍㸪ࢭ࣑ࢼ࣮ࡸ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ࡞࡝ࡢάືࢆᗈࡃࢃ࠿ࡾࡸࡍࡃ⤂௓ࡋ࡚࠸ࡿࠋ≉࡟㸪࢖ࣥࢱࣅ࣮ࣗグ஦ࡣ㸪ࢧ࢖࢚ࣥࢫࣛ࢖ࢱ࣮ࢆ᥇⏝ࡋ࡚㸪୍⯡ࡢே࡟ࢃ࠿ࡾࡸࡍ࠸グ஦࡜࡞ࡿࡇ࡜ࢆඃඛࡋ࡚࠸ࡿࠋ
‫ە‬9RO㸦$SULO㸧࣭ ≉㞟 ᮡཎཌྜྷᩍᤵ࢖ࣥࢱࣅ࣮ࣗ
ࠕ&5(67ࠕィ⟬㘒ぬᏛࠖࡀጞືࠖ࣭ ᕢ❧ࡘ᪉㐩࠿ࡽࡢ࣓ࢵࢭ࣮ࢪ
㸦༨㒊༓⏤㸭୰ᶫ ΅㸭㔝ὠ⿱ྐ㸭཭ᯞ᫂ಖ㸧࣭ ⌧㇟ᩘ⌮ⱝᡭࢩ࣏ࣥࢪ࣒࢘ሗ࿌࣭ άືグ㘓㸸ᩍ⫱࣭◊✲άື‫ە‬9RO㸦-XO\㸧࣭ ≉㞟 ⱝ㔝཭୍㑻෸ᩍᤵ࢖ࣥࢱࣅ࣮ࣗ
ࠕ⏕≀㐍໬ࡢ  ኱⌮ㄽࡢ⤫୍ⓗ⌮ゎࠖ࣭ ⱝᡭ◊✲⪅࢖ࣥࢱࣅ࣮ࣗ௒ 㝯ຓࠕᩘ⌮ࣔࢹ࡛ࣝಶయᩘኚ໬ࡢཎ⌮ࢆ᥈ࡿࠖ
୰┈ᮁᏊࠕ⏕≀ࡢࣃࢱ࣮ࣥᙧᡂࡀ཯ᛂᣑᩓ࡟ࡼࡿࡇ࡜ࢆᐇドࡍࡿࠖ࣭ ⌧㇟ᩘ⌮Ꮫ &2( ࢽ࣮ࣗࢫ࣭ άືグ㘓㸸ᩍ⫱࣭◊✲άື‫ە‬9RO㸦2FWREHU㸧࣭ ≉㞟 ୰ᮧ࿴ᖾㅮᖌ࢖ࣥࢱࣅ࣮ࣗ
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ᚨỌ᪫ᑗࠕ࣮࣭࢜ࣟࣛࢧࣈࢫࢺ࣮࣒ࡢ๓඙⌧㇟ࢆᩘ⌮࡛࡜ࡽ࠼ࡿࠖ࣭ άືグ㘓㸸ᩍ⫱࣭◊✲άື‫ە‬9RO㸦-DQXDU\㸧࣭ ≉㞟 ᮎᯇ-ಙᙪㅮᖌ࢖ࣥࢱࣅ࣮ࣗ
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ࠗࢩ࣑࣮ࣗࣞࢩࣙࣥ࡜⛉Ꮫ࠘ ㅮᖌ㸸ⲡ㔝᏶ஓ㸦ࢩ࣑࣮ࣗࣞࢩࣙࣥ⌜㸧
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ᐯࠁኵጢႎἣἑὊὅ࢟঺ೞನỉᴾἳἕἉἷဃ঺ồỉᢘဇɥ‫̮ٻޛ‬UEYAMA Daishinᴾ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹϱ૙੉ȷ҅ෙᢊ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ྵᝋૠྸ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ǷȟȥȬȸǷȧȳૅੲᚐௌ

Simulation Groupᄂᆮಒᙲ ⮬↛⏺࡟ࡣᵝࠎ࡞ࣃࢱ࣮࣭ࣥᶍᵝࡀᏑᅾࡍࡿࠋࡑࢀࡽࡣ⮬ᕫ⤌⧊ⓗ࡟ᙧᡂࡉࢀࡿࡶࡢࡀከࡃ㸪ࡑࡢ࣓࢝ࢽࢬ࣒ࡣ㸪ᩘ⌮⛉Ꮫ㸪≀⌮Ꮫ㸪໬Ꮫ㸪⏕≀Ꮫ࡜࠸ࡗࡓᵝࠎ࡞ศ㔝࠿ࡽࡢ࢔ࣉ࣮ࣟࢳ࡟
ࡼࡗ࡚ᚎࠎ࡟᫂ࡽ࠿࡟࡞ࡾࡘࡘ࠶ࡿࠋ≉࡟ᩘ⌮⛉Ꮫⓗ࡞࢔ࣉ࣮ࣟࢳ࡟ࡼࡿ◊✲࡛ࡣ㸪཯ᛂᣑᩓ⣔࡜࿧ࡤࢀࡿ⣔࡟࠾ࡅࡿ◊✲ࡀ┒ࢇ࡛࠶ࡿࠋࢥࣥࣆ࣮ࣗࢱୖ࡛㸪࠶ࡿ✀ࡢ཯ᛂᣑᩓ᪉⛬ᘧࢆࢩ࣑࣮ࣗࣞࢩࣙࣥࡍࡿ࡜㸪ࡑࡇ࡟ࡣ⮬↛⏺࡟ぢࡽࢀࡿࡼ࠺࡞つ๎ṇࡋ࠸ᶍᵝࡀ⌧ࢀࡿࠋ⮬ᕫ⤌⧊ⓗᶵᵓࢆᣢࡘࣃࢱ࣮ࣥᙧᡂ࡟࠾࠸࡚ࡣ㸪౛࠼ࡤ㡿ᇦᙧ≧ࡀ」㞧࡞ሙྜ࡛ࡶ㸪ࡑࡢ」㞧࡞ᙧ≧࡟ྜࢃࡏ࡚࠾࠾ࡼࡑᆒ➼࡞ࣃࢱ࣮ࣥࢆᙧᡂࡍࡿࠋᮏ◊✲࡛ࡣࡑࡢࡼ࠺࡞ࠕᛶ㉁ࠖࢆ࣓ࢵࢩࣗ⏕ᡂ࡟ά࠿ࡏ࡞࠸࠿࡜࠸࠺࢔࢖ࢹ࢔ࢆฟⓎⅬ࡟㸪ࡑࢀࢆᐇ⌧ࡍࡿࣉࣟࢢ࣒ࣛࡢసᡂࢆ㏻ࡌ࡚㸪ࡑࡢ᭷ຠᛶࢆᥦ᱌ࡍࡿࡶࡢ࡛࠶ࡿࠋࣃࢱ࣮ࣥᙧᡂ࡟㛵ࡍࡿ⌮ㄽࡢ᪂ࡓ࡞ᛂ⏝࡜ࡋ࡚௒ᚋࡢᛂ⏝ศ㔝ࡢᣑ኱࡟ᐤ୚ࡍࡿࡶࡢ࡜⪃࠼࡚࠸ࡿࠋ

ᅗ㸸ᥦ᱌ᡭἲ࡟ࡼࡗ࡚సᡂࡉࢀࡓ࣓ࢵࢩࣗ㸦ྑ㸧ࠋ⮬ᕫ⤌⧊ⓗ࡟⏕ᡂࡉࢀࡿࢫ࣏ࢵࢺࣃࢱ࣮ࣥ㸦ᕥ㸧ࢆ฼⏝ࡋ࡚సᡂࡉࢀࡿࠋ᪉⛬ᘧ୰ࡢࣃ࣓࣮ࣛࢱࢆ㐺ษ࡟ㄪ⠇ࡍࡿࡇ࡜࡟ࡼࡗ࡚㸪࣓ࢵࢩࣗࡢ⢒ᐦࡶ⮬⏤࡟ࢥࣥࢺ࣮࡛ࣟࣝࡁࡿࠋ

࣭ A self-organized mesh generator using pattern formation in a reaction-diffusion system, H. Notsu,
D. Ueyama, and M. Yamaguchi, Applied Mathematics Letters 26(2) (2013), pp.201-206.

ဒ΂ჷᙾỉọẵỚểᛍ‫࠼ٻ‬ԓỉүᨖࣱனҾҽӴ

SUGIHARA Kokichiᴾ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈи৑ᧈ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹཎ˓૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ࠹˴ૠྸ߻‫ܖ‬Ღ߻‫ܖ‬Ҧٟȷிʮ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ཋྸྵᝋᲦဃ˳ྵᝋᲦᅈ˟ྵᝋƷᚘምૠྸ

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 ⏬ീ࠿ࡽዟ⾜ࡁࢆ▱ぬࡍࡿ㐣⛬ࡢᩘ⌮ࣔࢹࣝࢆసࡾࠊࡑࢀ࡟ᇶ࡙࠸࡚෗┿ࢆ౑ࡗ࡚ᐇ㝿࡜ࡣ␗࡞ࡿ༳㇟ࢆ୚࠼ࡿࡇ࡜ࡢ࡛ࡁࡿᢏ⾡ࢆ᫂ࡽ࠿࡟ࡋࡓࠋ
㸱ḟඖࡢୡ⏺ࢆ┤᥋ぢ࡚▱ぬࡍࡿ⾜Ⅽ࡜ࠊ㸱ḟඖୡ⏺ࢆ㸰ḟඖᖹ㠃࡟ᢞᙳࡋࡓ⏬ീࢆぢ࡚ඖࡢ㸱ḟඖᵓ㐀ࢆ▱ぬࡋࡼ࠺࡜ࡍࡿ⾜Ⅽࡣ኱ࡁࡃ␗࡞ࡿࠋࡑࡢ㐪࠸ࡢ୍ࡘࡣࠊどⅬࡢ఩⨨࡟࠿࠿ࢃࡿࡶࡢ࡛࠶ࡿࠋ㸱ḟඖୡ⏺ࡣࠊ࡝ࡇ࡟どⅬࢆ⨨࠸࡚ぢ࡚ࡶࠊࡑࡇ࠿ࡽぢࡓ“ṇࡋ࠸᝟ᬒ”ࡀぢ࠼ࡿࠋ୍᪉ࠊ⏬ീ࡟ࡣࠊࡑࢀࢆ᧜ᙳࡋࡓ᫬ࡢどⅬ㸦ࡘࡲࡾࣞࣥࢬ୰ᚰ㸧ࡀ௜㝶ࡋ࡚࠾ࡾࠊࡑࡢ
Ⅼࡀࠊࡑࡢ⏬ീࢆ═ࡵࡿ“ṇࡋ࠸どⅬ”࡛࠶ࡿࠋࡑࢀ௨እࡢどⅬ࠿ࡽ⏬ീࢆ═ࡵࡿ࡜ࠊ“ṇࡋࡃ࡞࠸᝟ᬒ”ࢆぢ࡚࠸ࡿࡇ࡜࡟࡞ࡿࠋࡓ࡜࠼ࡤࠕ┤᪉యࡢ⏬ീࡣࠊࣞࣥࢬ୰ᚰ௨እࡢどⅬ࠿ࡽぢࡓ࡜ࡁ࠸࠿࡞ࡿ┤᪉యࡶ᚟ඖ࡛ࡁ࡞࠸ࠖࡇ࡜ࡀド࡛᫂ࡁࡿࠋࡇࡇ࡟ࠊ❧యࢆㄗࡗ࡚▱ぬࡋ࡚ࡋࡲ࠺㘒ぬࡢཎᅉࡀ₯ࢇ࡛࠸ࡿࠋලయⓗ࡟ࡣࠊ⏬ീࢆ᧜ᙳࡍࡿ࡜ࡁࡢࣞࣥࢬ୰ᚰࡼࡾ㏆࠸఩⨨࡛⏬ീࢆ═ࡵࡿ࡜ࠊᐇ㝿ࡼࡾዟ⾜ࡁࡀὸࡃឤࡌࡽࢀࠊ㏫࡟ࣞࣥࢬ୰ᚰࡼࡾ㐲࠸఩⨨࡛⏬ീࢆ═ࡵࡿ࡜ࠊᐇ㝿ࡼࡾዟ⾜ࡁࡀ῝ࡃឤࡌࡽࢀࡿࠋ
 どⅬࡢ㐪࠸ࡀࡶࡗ࡜῝้࡟࡞ࡿࡢࡣࠊ」ᩘࡢ⏬ീࢆྜᡂࡍࡿሙྜ࡛࠶ࡿࠋ⏬ീ࡟௜㝶ࡍࡿࡣ
ࡎࡢどⅬ఩⨨ࡀ୍⮴ࡋ࡞࠸ྜᡂ⏬ീࡣࠊ࡝ࡇ࡟どⅬࢆ⨨࠸࡚ぢ࡚ࡶࠊ“ṇࡋ࠸᝟ᬒ”ࢆぢ࡚࠸ࡿࡇ࡜࡟ࡣ࡞ࡽ࡞࠸ࠋࡓ࡜࠼ࡤࠊ✵ࡁᆅࡢᐇ෗⏬ീ࡜ࠊࡑࡇ࡟❧࡚ࡿணᐃࡢᘓ≀ࡢࢥࣥࣆ࣮ࣗࢱ
ࢢࣛࣇ࢕ࢵࢡࢫ⏬ീࢆྜᡂࡋ࡚ࠊᘓ≀ࡢ᏶ᡂண᝿ᅗࢆసࡿሙ㠃࡛ࡣࠊࡇࡢどⅬ఩⨨ࢆࡎࡽࡍࡇ
࡜࡟ࡼࡗ࡚ࠊᘓ≀ࡢᅽ㏕ឤࢆᐇ㝿ࡼࡾᑠࡉࡃឤࡌࡉࡏࡿ࡜࠸࠺᧯సࡀྍ⬟࡟࡞ࡿࠋ ࡇࢀࡽࡢᛶ㉁ࡣࠊၟရࡢㄗࡗࡓ༳㇟ࢆ୚࠼ࡿᗈ࿌⏬ീࡢไసᢏ⾡࡟ࡶ㏻ࡌࡿࡶࡢ࡛࠶ࡾࠊࡑ
ࡢᢅ࠸ࡣὀពࢆせࡍࡿࠋࠕ᧜ᙳ᫬ࡢࣞࣥࢬ୰ᚰ࡜ࡣ␗࡞ࡿ఩⨨࠿ࡽ═ࡵࡿࡼ࠺࡞⎔ቃ࡛ᗈ࿌⏬
ീࢆ࿊♧ࡋ࡞࠸ࠖࠊ
ࠕどⅬ఩⨨ࡢ୍⮴ࡋ࡞࠸ྜᡂ⏬ീࡣၟရᗈ࿌࡟౑ࢃ࡞࠸ࠖ࡞࡝ࡢ࣐ࢼ࣮ࡀᚲ
せ࡛࠶ࡿࠋ࠶ࡿ࠸ࡣࡶࡗ࡜✚ᴟⓗ࡟ࡣࠊᬑ㏻ࡢேࡀᬑ㏻࡟⏬ീࢆ═ࡵࡓ᫬ࠊ࡛ࡁࡿࡔࡅࡦࡎࡳ
ࡢᑡ࡞࠸❧య▱ぬࡀ࡛ࡁࡿ⎔ቃࢆࠊつไࡢᙧ࡛ᐃࡵࡿࡇ࡜ࡀᚲせ࡛࠶ࡿࠋࡑࡢࡓࡵ࡟ࡣࠊどⅬ఩⨨ࡢࡎࢀࡀ❧య▱ぬ࡟࡝ࡢࡼ࠺࡞ࡦࡎࡳࢆ⏕ࡳฟࡍ࠿ࡢᐃ㔞ⓗᢕᥱࡀᚲせ࡜࡞ࡿࡀࠊࡑࡢࡓ
ࡵࡢゎᯒ᪉ἲࢆసࡿࡇ࡜ࡀ࡛ࡁࡓࠋ ࡋ࠿ࡋࠊࡶ࠺୍᪉࡛ࠊ⮬⏤࡞どⅬࡢ㑅ᢥࡣࠊ࣐ࣝࢳࣃ࣮ࢫ࣌ࢡࢸ࢕ࣈ࡞࡝࡜ࡼࡤࢀࡿ⾲⌧ᢏ⾡ࡢഃ㠃ࡶᣢࡗ࡚࠸ࡿࠋࡋࡓࡀࡗ࡚ࠊᗈ࿌⏬ീไసࡢ࣐ࢼ࣮࣭つไࡣࠊ⾲⌧ࡢ⮬⏤࡜ࡢᩚྜᛶ
ࡶྲྀࡽ࡞ࡅࢀࡤ࡞ࡽ࡞࠸ࠋࡇࢀࡀḟࡢㄢ㢟࡛࠶ࡿࠋ

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Simulation Group

ᄂᆮಒᙲ

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‫ܬܢ‬ἩἻἌἰྵᝋỉἉἱἷἾὊἉἹὅểᴾ‫ٽ‬ᨗἧἾỴỉʖยᄂᆮᒬ᣼‫ܦ‬ʍ

KUSANO Kanya ǷȟȥȬȸǷȧȳྰȪȸȀȸᴾ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನܲՃ૙੉ ӸӞ‫ٽܖٻދ‬ᨗ‫ྶע‬࿢‫ؾ‬ᄂᆮ৑૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ǷȟȥȬȸǷȧȳᅹ‫ܖ‬Ღྸ‫ܖ‬Ҧٟȷ࠼޽‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ‫ᙹٻ‬೉᨞‫ޖ‬ኒƷȢȇȪȳǰƓǑƼǷȟȥȬȸǷȧȳ

Simulation Groupᄂᆮಒᙲ㻌 䝥䝷䝈䝬䛿Ᏹᐂ䛻䛚䛡䜛ᬑ㐢ⓗ䛺≀㉁䛾ᙧែ䛷䛒䜚䚸䛭䛣䛷⏕䛪䜛ᵝ䚻䛺⌧㇟䛿㠀⥺ᙧ㐣⛬䛾ᐆᗜ䛷䜒䛒䜛䚹ᡃ䚻䛿ᵝ䚻䛺Ᏹᐂ䝥䝷䝈䝬㠀⥺ᙧ⌧㇟䛾䝯䜹䝙䝈䝮䜢䝅䝭䝳䝺䞊䝅䝵䞁䜢ᇶ䛻ゎ᫂䛩䜛◊✲䜢⾜䛳䛶䛔䜛䚹㻌 ≉䛻䚸ᮏᖺᗘ䛿ኴ㝧䝣䝺䜰⇿Ⓨ䛾䝖䝸䜺ᶵᵓ䛾ゎ᫂䛸䛭䛾ண ྍ⬟ᛶ䛾◊✲䛻㛵䛧䛶ᡂᯝ䜢ᚓ䛯䚹ኴ㝧䝣䝺䜰䛿ኴ㝧㯮Ⅼ䛾㏆ഐ䛷Ⓨ⏕䛩䜛ᕧ኱䛺⇿Ⓨ⌧㇟䛷䛒䜚䚸䛭䛾ᙳ㡪䛿ᆅ⌫ୖ䛾ᵝ䚻䛺䜲䞁䝣䝷䜔Ᏹᐂ㣕⾜ኈ䞉⯟✵ᶵ஌ဨ஌ᐈ䛾೺ᗣ⿕ᐖ䛻䜒ཬ䜆䛣䛸䛜ᣦ᦬䛥䜜䛶䛔䜛䚹ኴ㝧䝣䝺䜰䛿㯮Ⅼ☢ሙ䛾୍㒊䛜䝥䝷䝈䝬䛾⇕䛸㐠ື䜶䝛䝹䜼䞊䛻⇿Ⓨⓗ䛻ゎᨺ䛥䜜䜛⌧㇟䛷䛒䜛䛜䚸䛭䛾Ⓨ⏕ᶵᵓ䛿ᮍゎ᫂䛷䛒䜛䚹䛭䛾䛯䜑䚸䛔䛴䚸䛹䛣䛷䚸䛹䜜⛬䛾つᶍ䛾䝣䝺䜰䛜Ⓨ⏕䛩䜛䛛䜢ṇ☜䛻ண 䛩䜛䛣䛸䛿ᮍ䛰䛻ᅔ㞴䛷䛒䜛䚹㻌 ᡃ䚻䛿ኴ㝧䝣䝺䜰䛜ኴ㝧⾲㠃䛻䛚䛡䜛䛂኱つᶍ䛺☢ሙ䛾᤬䛨䜜䛃䛸䛂ᑠつᶍ䛺☢ሙ䛾ኚ໬䛃䛾┦஫స⏝䜢㏻䛧䛶Ⓨ⏕䛩䜛䛸䛔䛖௬ㄝ䛻ᇶ䛵䛝䚸ኴ㝧⾲㠃☢ሙ䛸䝣䝺䜰Ⓨ⏕䛾㛵ಀ䜢䛣䜜䜎䛷䛻↓䛔ヲ⣽䛺ィ⟬ᶵ䝅䝭䝳䝺䞊䝅䝵䞁䛻䜘䛳䛶ㄪᰝ䛧䛯䚹䝇䞊䝟䞊䝁䞁䝢䝳䞊䝍䜢⏝䛔䛶 100 ㏻䜚௨ୖ䛾␗䛺䜛☢
ሙᵓ㐀䛻㛵䛧䛶䛭䜜䛮䜜䝣䝺䜰Ⓨ⏕䛾᭷↓䜢ㄪ䜉䜛ᩘ್ᐇ㦂䠄㟁☢ὶయຊᏛ䝅䝭䝳䝺䞊䝅䝵䞁䠅䜢⾜䛖䛣䛸䛷䠄ᅗ䠅䚸᤬䛨䜜䛯☢ሙ୰䛻䛂཯ᴟᛶ(OP)ᆺ䛃䜎䛯䛿䛂㏫䝅䜰(RS)ᆺ䛃䛸࿧䜀䜜䜛 2 ✀㢮䛾≉Ṧ䛺ᵓ㐀䜢ᣢ䛴ᑠつᶍ䛺☢ሙ䛜Ꮡᅾ䛧䛯䛸䛝䛻䝣䝺䜰䛜Ⓨ⏕䛩䜛䛣䛸䜢ゎ᫂䛧䛯䚹䛥䜙䛻䚸䛣䛾ண 䜢᳨ド䛩䜛Ⅽ䚸2006 ᖺ 12 ᭶ 13 ᪥ཬ䜃 2011 ᖺ 2 ᭶ 13 ᪥䛻Ⓨ⏕䛧䛯኱つᶍ䝣䝺䜰䜢䚸ኴ㝧ほ ⾨ᫍ䛂䜂䛾䛷䛃䛜ほ 䛧䛯䝕䞊䝍䛻ᇶ䛵䛔䛶ヲ⣽䛻ゎᯒ䛧䛯䚹䛭䛾⤖ᯝ䚸䝅䝭䝳䝺䞊䝅䝵䞁䛜ண 䛧䛯 2 ✀㢮䛾☢ሙᵓ㐀䛜䛭䜜䛮䜜ኴ㝧⾲㠃䛻⌧䜜䛯ᩘ᫬㛫ᚋ䛻䚸䛣䜜䜙䠎䛴䛾䝣䝺䜰䛜䛭䛾㡿ᇦ䛷Ⓨ⏕䛧䛯䛣䛸䛜☜ㄆ䛥䜜䛯䚹䜎䛯䚸㐣ཤ䛻ほ 䛥䜜䛯」ᩘ䛾䝣䝺䜰䜒䝅䝭䝳䝺䞊䝅䝵䞁䛾ண 䛻୍⮴䛩䜛☢ሙᵓ㐀䜢క䛳䛶䛔䛯䛣䛸䜢✺䛝Ṇ䜑䛯䚹ᮏ◊✲䛿ኴ㝧䝣䝺䜰䛾Ⓨ⏕ᶵᵓ䛾⌮ゎ䛻኱䛝䛟㈉⊩䛩䜛䛸ඹ䛻䚸⢭ᐦ䛺☢ሙほ 䛸䝅䝭䝳䝺䞊䝅䝵䞁䛾㐃ᦠ䛻䜘䛳䛶ᆅ⌫つᶍ䛾䜲䞁䝣䝷䛻῝้䛺ᙳ㡪䜢ཬ䜌䛩ᕧ኱䝣䝺䜰䛾ண 䛜ྍ⬟䛷䛒䜛䛣䛸䜢ព࿡䛧䛶䛔䜛䛣䛸䛛䜙䚸ᏱᐂኳẼணሗ䛾ᐇ⌧䛾䛯䜑䛻䜒㔜せ䛺㈉⊩䜢䛩䜛䜒䛾䛷䛒䜛䚹ἣἑὊὅᚐỉನ঺ểẸỉೞᏡࣖဇʚܷ࠼ԧ

NINOMIYA Hirokazu

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৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹϱ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᩼ዴ࢟͞ࣇЎ૾ᆉࡸᲦҦٟ ྸ‫ ܖ‬ȷʮᣃ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ਘ૝ȷˡછྵᝋǍȑǿȸȳನᡯƷૠྸ ࣃࢱ࣮ࣥࢆࡶࡘ཯ᛂᣑᩓ⣔ࡢゎࡢᵓᡂࢆ⾜ࡗ࡚࠸ࡿࠋ཯ᛂᣑᩓ⣔ࡢᏙ❧ゎࡢᵓᡂࡸ⮬⏤ቃ⏺
ၥ㢟ࡢࢫࣃ࢖ࣛࣝἼࡢᵓᡂࠊ཯ᛂᣑᩓ㏆ఝ࡟ࡼࡿ᪂ࡋ࠸⮬⏤ቃ⏺ၥ㢟ࡢᑟฟࢆ⾜ࡗࡓࠋࡲࡓࠊ
ᚰᐊ⣽ືࡣࠊάື㟁఩ࡢࢫࣃ࢖ࣛࣝἼࡢⓎ⏕ࡀ୍ࡘࡢཎᅉ࡜⪃࠼ࡽࢀ࡚࠸ࡿࠋࢫࣃ࢖ࣛࣝἼࡢ
⮬ⓎⓗⓎ⏕࣓࢝ࢽࢬ࣒ࢆㄪ࡭࡚࠸ࡿࠋ    (a) ⮬⏤ቃ⏺ၥ㢟࠿ࡽ⾲ࢀࡿࢫࣃ࢖ࣛࣝἼ   (b) ཯ᛂᣑᩓ㏆ఝ࡟ぢࡽࢀࡿࢫࣃ࢖ࣛࣝἼ

ᴗ⦼1.

H. Murakawa and H. Ninomiya: Fast reaction limit of a three-component reaction-diffusion
system, Journal of Mathematical Analysis and Applications, 379 (2011), No. 1, 150-170

2.

M. Iida, R. Lui, and H. Ninomiya: Stacked Fronts for Cooperative Systems with Equal Diffusion
Coefficients, SIAM J. Math. Anal. 43, (2011) No. 3, 1369-1389

Mathematical Analysis Group

ᄂᆮಒᙲ

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Dynamics observed ina reaction-diffusion system withtriple degeneracy‫߷ݱ‬ჷʂ

OGAWA Toshiyuki৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ щ‫ܖ‬ኒྸᛯᲦҦٟ ྸ‫ ܖ‬ȷ࠼޽‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ଺ᆰȑǿȸȳƷᚐௌȷЎ‫ޟ‬ᚐௌMathematical Analysis Groupᄂᆮಒᙲ
There has been a lot of studies about spatiotemporal patterns and their dynamics to systems ofreaction-diffusion equations. Let us consider variations of bifurcations from a stationary solution.
Suppose this stationary solution is spatially uniform. Then we linearize the equation about thisequilibrium and we know a bifurcation occurs only if the linearized problem has zero- or purely
imaginary eigenvalues which we call critical eigenvalues. Moreover if this critical eigenvalue is 0 withspatially non-trivial eigenfunction, a stationary bifurcation to non-uniform steady state occurs. One of
the typical examples for this is the well-known Turing instability. On the contrary, if the criticaleigenvalues are a pair of purely imaginary numbers with spatially non-trivial eigenfunctions, spatiallynon-trivial oscillations may occur. The so-called wave instability corresponds to this.
Now what can we say about the bifurcations from a spatially non-uniform steady state? Since thelinearization about non-uniform steady states is not easy in general, we need to restrict ourselves tosome special cases. One of the possibility where we can calculate the bifurcations of non-uniform
steady state is to consider about the degenerate instability points.
We focus our attention to the case where the system has the triple degeneracy with 0, 1 and 2 modes(0:1:2-mode interaction). We can, in fact, show that this type of triple degeneracy really occurs in
3-component RD system. And we found the case where the 1-mode stationary solution may become
unstable with a pair ofpurely imaginary criticaleigenvalues. Moreover weobtained the complete
condition for the Hopf
bifurcationfromthe
1-modestationary
solutions. Thus we canconclude that oscillatory
solutions may bifurcatefrom a non-uniform steadystate in 3 component RD
systems.
This is the joint workwithTakashiOkuda(Takashi Sakamoto) in
Fig. caption:Periodic motion around 1-mode stationary solution in a RD system.
Meterological college.

‫ܭ׍‬ἣἻἳὊἑỴἽἆἼἌἲỉᴾ
ؕᄽểࣖဇᴾྚஙʁ‫پ‬

ૠྸᚐௌྰ

TAMAKI Hisaoᄂᆮಒᙲィ⟬ᅔ㞴࡞ၥ㢟࡟ᑐࡍࡿ࢔ࣉ࣮ࣟࢳࡢࡦ࡜ࡘ࡟ᅛᐃࣃ࣓࣮ࣛࢱ࢔ࣝࢦࣜࢬ࣒ࡀ࠶ࡿࠋࡇࢀ
ࡣࠊၥ㢟ࡢ኱ࡁࡉ n ࡟ຍ࠼࡚ၥ㢟ᅛ᭷ࡢࣃ࣓࣮ࣛࢱ k ࢆ⪃࠼ࠊィ⟬᫬㛫ࡢ k ࡬ࡢ౫Ꮡᗘࡣ㧗࠸ࡀ n ࡬ࡢ౫Ꮡᗘࡣప࠸ࡼ࠺࡞࢔ࣝࢦࣜࢬ࣒ࢆ㛤Ⓨࡋࡼ࠺࡜࠸࠺ࡶࡢ࡛࠶ࡿࠋࡼࡾලయⓗ࡟ࡣࠊf ࢆ n ࡟౫Ꮡࡋ࡞࠸㛵ᩘ࡜ࡋ࡚ࠊィ⟬᫬㛫ࡀ݂ሺ݇ሻ݊୓ሺଵሻ ࡛࠶ࡿࡼ࠺࡞࢔ࣝࢦࣜࢬ࣒ࢆ┠ᣦࡍࠋࡇࡢࡼ࠺࡞࢔ࣝࢦࣜࢬ࣒ࡀᏑᅾࡍࡿ࡜ࡁࠊࡑࡢၥ㢟ࡣ㸦ࡑࡇ࡛㑅ࡤࢀࡓࣃ࣓࣮ࣛࢱ࡟㛵ࡋ࡚㸧ᅛᐃࣃ࣓࣮ࣛࢱࢺࣛࢡࢱࣈ࡛ࣝ࠶ࡿ࡜࠸ࢃࢀࡿࠋලయⓗ࡞ၥ㢟࡜ࡋ࡚ࠊ㸰㒊ࢢࣛࣇࡢ㸰ᒙᥥ⏬࡟࠾ࡅࡿ㎶஺ᕪᩘ᭱ᑠ໬ࢆ࡜ࡾ࠶ࡆࡓࠋ㸰ᒙᥥ⏬࡛ࡣ㸰㒊ࢢࣛࣇࡢ∦᪉ࡢ㡬Ⅼ㞟ྜࢆ୍ᮏࡢ┤⥺ୖ࡟ࠊࡶ࠺୍᪉ࡢ㡬Ⅼ㞟ྜࢆ➨୍ࡢ┤⥺࡜୪⾜࡞┤⥺ୖ࡟⨨ࡁࠊ㎶ࡣࡇࢀࡽࡢ஧ࡘࡢ┤⥺ࢆ⤖ࡪ┤⥺ศ࡟ࡼࡗ࡚⾲ࡍࠋ∦ഃ᭱㐺໬ၥ㢟࡛ࡣࠊ୍᪉ࡢᒙࡢ㡬Ⅼ㡰ࡀ୚࠼ࡽࢀࠊࡶ࠺ࡦ࡜ࡘࡢᒙ
ࡢ㡬Ⅼ㡰ࢆ㑅ࢇ࡛஺ᕪࡍࡿ㎶ࡢᑐࡢಶᩘࢆ᭱ᑠ໬ࡍࡿࠋ᭱㐺ࡢ஺ᕪᩘࢆ kࠊࢢࣛࣇࡢ㡬Ⅼᩘࢆn ࡜ࡍࡿ࡜ࡁࠊʹ୓൫ξ௞ ୪୭୥ ௞൯ ݊୓ሺଵሻ ᫬㛫ࡢᅛᐃࣃ࣓࣮ࣛࢱ࢔ࣝࢦࣜࢬ࣒ࡀ▱ࡽࢀ࡚࠸ࡓࠋᡃࠎࡣࠊ
ࡇࡢィ⟬᫬㛫ࢆᨵⰋࡋࠊ ቀ͵ξଶ௞ ൅ ݊ቁ᫬㛫ࡢ࢔ࣝࢦࣜࢬ࣒ࢆ㛤Ⓨࡋࡓࠋᣦᩘ㒊ξʹ݇ࡣࠊࡼࡃ⏝࠸ࡽࢀࡿィ⟬㔞ⓗ௬ᐃ࡛࠶ࡿᣦᩘ᫬㛫௬ㄝ㸦㹃㹒㹆㸧ࡢࡶ࡜࡛ࡣ₞㏆ⓗ࡟᭱㐺࡛࠶ࡿࠋࡲࡓࠊn ࡟㛵ࡋ࡚⥺ᙧ᫬㛫࡛࠶ࡿࡇ࡜ࡶ኱ࡁ࡞≉㛗࡛࠶ࡿࠋࡉࡽ࡟ࠊ࢔ࣝࢦࣜࢬ࣒⮬యࡣࡇࢀࡲ࡛࡟
▱ࡽࢀ࡚࠸ࡓᅛᐃࣃ࣓࣮ࣛࢱ࢔ࣝࢦࣜࢬ࣒ࡼࡾࡶ༢⣧࡛࠶ࡾࠊᐜ᫆࡟ᐇ⿦࡛ࡁࡿ࡜࠸࠺฼Ⅼࢆᣢࡗ࡚࠸ࡿࠋࡇࡢ⤖ᯝࡣ The 20th European Symposium on Algorithms ࡟᥇㘓ࡉࢀ㸰㸮㸯㸰ᖺࡢ㸷᭶࡟Ⓨ⾲ணᐃ࡛࠶ࡿࠋࡇࡢ◊✲ࡣࠊᮏ◊✲ᐊᡤᒓࡢᑠᯘ㟹᫂ຓᡭ࡜ࡢඹྠ◊✲࡛࠶ࡿࠋࡲࡓࠊᅛᐃࣃ࣓࣮ࣛࢱ࢔ࣝࢦࣜࢬ࣒ࡢᇶ♏࡜ࡋ࡚㔜せ࡞ࠊ᭷ྥࣃࢫᖜࢆồࡵࡿ࢔ࣝࢦࣜࢬ
࣒࡟ࡘ࠸࡚ࠊ๓ᖺᗘࡢᡂᯝࢆᅜ㝿఍㆟ The 37th International Workshop on Graph Theoretic
Concepts in Computer Science ࡛Ⓨ⾲ࡋࡓࠋMathematical Analysis Group৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖ߻ྸܖٻ‬ᢿ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᚘምƷྸᛯᲦ2J&ȷȈȭȳȈ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ᚘምƱǢȫǴȪǺȠྸᛯ

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ဃཋ≏҄‫ܖ‬ኒ↚ྵ↻↺‒ᐯࠁኵጢ҄⇷⇥∞∙↝∈⇭∑ૅੲᚐௌɤ஭ଡ඲ MIMURA Masayasu ȪȸȀȸᲢᄂᆮወਙᲣ
৑‫ޓ‬ȷࢫᎰ Ჴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑ᧈ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹ૙੉
‫ᧉݦ‬ȷ‫ܖ‬ˮ Ჴ ྵᝋૠྸ‫ܖ‬Ღ߻‫ܖ‬Ҧٟȷʮᣃ‫ܖٻ‬ᄂ ᆮ ϋ ܾ Ჴ ᩼ዴ࢟᩼࠯ᘖྵᝋƷૠྸᚐௌ

Mathematical Analysis Groupᄂᆮಒᙲ㻌 ⏕࿨䚸⏕≀⌧㇟䜢䛿䛨䜑䛸䛩䜛⮬↛⏺䛾䛥䜎䛦䜎䛺Ⴀ䜏䜢⌮ゎ䛩䜛䛖䛘䛷䛾䜻䞊䝽䞊䝗䛿㠀⥺ᙧ䞉㠀ᖹ⾮䛷䛒䜛䚹≉䛻䠈⮬ᕫ⤌⧊ⓗ䛻ᙧᡂ䛥䜜䜛䝟䝍䞊䞁䜔ᙧែ䠈⇿Ⓨ䞉จ⦰䛸䛔䛳䛯≉␗ᛶ䛺䛹䛾ฟ⌧䛜䛭䛾୺ᙺ䛷䛒䜛䚹䛣䜜䜙⌧㇟䛾⫼ᚋ䛻䛿㠀⥺ᙧᛶ䛜₯䜣䛷䛚䜚䠈䛭䛾ゎ᫂䛺䛟䛧䛶⌧㇟䜢⌮ゎ䛩䜛䛣䛸䛿䛷䛝䛺䛔䚹䈊䛂㠀⥺ᙧ䛃䛸䛔䛖ゝⴥ䛿≀⌮Ꮫ䠈໬Ꮫ䠈⏕≀Ꮫ䛺䛹䛾⮬↛⛉Ꮫ䜔ᕤᏛ䛾ศ㔝䛻⌧䜜䛶䛚䜚䚸ᩘᏛ䛾ศ㔝䛻䛚䛔䛶䜒䛂㠀⥺ᙧ䛾ᩘ⌮䛃䛸䛔䛖ゝⴥ䛜Ⰻ䛟⏝䛔䜙䜜䛶䛔䜛䚹䛧䛛䛧䛺䛜䜙䚸䛂㠀ᖹ⾮⣔䛾ᩘ⌮䛃䛸䛔䛖どⅬ䛛䜙䛾◊✲䛿䛔䜎䛰☜❧䛥䜜䛶䛔䛺䛔䚹᭱㏆䛷䛿䠈௚ศ㔝䛸䛾㐃ᦠ䠈䝁䞁䝢䝳䞊䝍䛾ᛴ㏿䛺Ⓨᒎ䛻䜘䜚䚸䝰䝕䝸䞁䜾䚸ᩘ್ⓗ◊✲䛭䛧䛶⣧ᩘᏛⓗ⌮ㄽ◊✲䛜┦⿵ⓗ䛻㐙⾜䛷䛝䜛䜘䛖䛻䛺䛳䛯䛣䛸䛛䜙⌧㇟ᩘ⌮Ꮫ䛸䜘䜀䜜䜛ᩘ⌮⛉Ꮫⓗ᪉ἲㄽ䛜☜❧䛥䜜䛶᮶䛯䚹ᮏᖺᗘ䛿䚸㠀⥺ᙧ㠀ᖹ⾮⌧㇟䜢グ㏙䛩䜛䝰䝕䝹䛸䛧䛶䛾཯ᛂᣑᩓ⣔䛻ᑐ䛧䛶䚸䛾⣧ᩘᏛⓗ⌮ㄽ◊✲䛾どⅬ䛛䜙䚸䛂≉␗ᴟ㝈ゎᯒἲ䛃䛾㛤Ⓨ䛻ຊ䜢ධ䜜䛯䚹䛭䛾ᛂ⏝䛸䛧䛶䚸ᩘ⌮⏕ែᏛ䛻⌧䜜䜛➇தᣑᩓ⣔䛻ᑐ䛧䛶䛔䛟䛴䛛䛾ᡂᯝ䜢䛒䛢䛯䠄[p2], [s2], [s3]䠅䚹
䠎䠌䠍䠍ᖺᗘⓎ⾲ㄽᩥ䠄ᰝㄞ௜䛝䠅[p1] M. Henry, D. Hilhorst and M. Mimura: A reaction-diffusion approximation to an area preserving
mean curvature flow coupled with a bulk equation, Discrete and Continuous Dynamical Systems –Series S, 4 no.1, 125-154 (2011)[p2] J. Y. Wakano, K. Ikeda, T. Miki and M. Mimura : 䈊Effective dispersal rate is a function of habitat
size and corridor shape: mechanistic formulation of a two-patch compartment model for spatiallycontinuous systems, 䈊Oikos, 120, 1712-1720 (2011)௚䠎⦅䠎䠌䠍䠍ᖺᗘᅜ㝿఍㆟䛷䛾ᣍᚅㅮ₇[s1] Dynamics of soliton-like dynamics in excitable reaction-diffusion systems, International
Conference on Perspective in Mathematics and Life Sciences, June 8, 2011, Granada, Spain[s2] Competitive exclusion and competitor-mediated coexistence, Fronts and Nonlinear PDEs, June 21,
2011, Ecole Normale Superier, Paris, France[s3] Competitor-mediated coexistence, Mathematical Frontiers in the life Sciences, July 5, 2011,
Limerick, Ireland௚䠐௳Topological CrystallographyჿဋМɟ

SUNADA Toshikazu

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ૠྸᚐௌྰȪȸȀȸ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖ߻ྸܖٻ‬ᢿ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᩉ૝࠹˴ᚐௌ‫ܖ‬Ღྸ‫ܖ‬Ҧٟȷிʮ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ȍȃȈȯȸǯǷǹȆȠƷᚐௌThe primarily purpose of this project was to provide a mathematical insight into the modern
crystallography, a typical practical science that originated in the classification of the observed shapes ofcrystals. The tools we employed are adopted from algebraic topology, a field in pure mathematics
cultivated during the first half of the last century. More specifically the elementary theory of covering
spaces and homology is effectively used in the study of 3D networks associated with crystals. Further
we formulate a minimum principle for crystals in the framework of discrete geometric analysis, which
provides us with the concept of standard realizations, a canonical way to place a given crystal structurein space so as to produce the most symmetric microscopic shape. In spite of its pure-mathematicalnature, this concept combined with homology theory turns out to fit with a systematic design andenumeration of crystal structures, an area of considerable scientific interest for many years. Meanwhile,
standard realizations show up in asymptotic behaviors of random walks on topological crystals, theabstraction of crystal structures, and are closely related to a discrete analogue of Abel-Jacobi maps inalgebraic geometry.
The outcome of this project was published in the paper “Lecture on topological crystallography”,
Japanese Journal of Mathematics, 7 (2012), 1-39. A full account will be given in the forthcoming book
“Topological Crystallography” published from Springer.

Mathematical Analysis Group

ᄂᆮಒᙲ

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Researches on Biological Evolution:
Theory and Applications

ᴾ

ᒉ᣼Ӑɟᢹ

WAKANO Joe Yuichiro৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹཎ˓ϱ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠྸဃཋ‫ܖ‬ᲦҦٟ ྸ‫ ܖ‬ȷʮᣃ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ Ȟǯȭဃཋኒȷဃ७ኒƷȢȇȪȳǰƓǑƼᚐௌ

Modeling Groupᄂᆮಒᙲ
I have continued researches on biological evolution using mathematical models. Currently, I am
involved in the following two major projects:
Theoretical research: JST PRESTO, "Unified understanding of two major theories of biologicalevolution"
Applied research: JSPS Grand-in-Aid for scientific research on innovative areas, "Replacement of
Neanderthals by modern humans: Testing evolutionary models of learning"
In the theoretical research (which is a single-researcher type project), the ultimate goal is to obtain theunified understanding of inclusive fitness theory (IFT) and adaptive dynamics theory (ADT). The
project lies between biology and mathematics, with more focus on mathematics.

This year I havemainly worked on ADT, to provide a mathematical framework to clarify convergence stability,
evolutionary stability, and evolutionary branching.

Despite its history, we have found thatconvergence stability might be more natural concept when we consider individual-based theoreticalmodels based on population genetics. I want to understand evolutionary stability and evolutionary
branching more in depth in the following years.
In the applied research, I am involved in a large project on the evolution of human. Focusing on thereplacement of Neanderthals by Homo sapeins that was estimated to have occurred 50,000 years ago,
this large-scale multidisciplinary project is participated by researchers from a wide range of academic
fields.

The research group consists of physical anthropologists studying fossil human bones,archaeologists researching sites, brain scientists studying the learning ability unique to modern human,paleoclimateologists calculating the ancient environment, cultural anthropologists studying modern
hunter-gatherers, and theoretical biologists analyzing mathematical models. We have found that theschedule of learning (individual or social learning when young or mature) is a very important factor toconsider cultural evolution in human.

ἧỵἊỽἽἢỶỼἿἊὊ

SHIBATA Tatsuoᴾ௷ဋᢋ‫پ‬

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ᄂᆮಒᙲ
ィ

ᢏ⾡ࡢⓎ㐩࡛ࠊⓎ⏕ࡸ෌⏕࡟㛵ࢃࡿ⣽⬊ࡸ⤌⧊ࡢᵓ㐀ᙧᡂࡸ᝟ሗฎ⌮࡞࡝ࡢᶵ⬟Ⓨ⌧ࡢࢲ࢖ࢼ࣑ࢵࢡ࡞ࣉࣟࢭࢫࡀぢ࠼࡚ࡁࡲࡋࡓࠋ⏕ࡁࡓ⣽⬊ࡸ⣽⬊ࡢ㞟ᅋࡀ♧ࡍࠊ┿࡟⏕≀ࡽࡋ࠸ࢲ࢖ࢼ࣑ࢵࢡ࡞⌧㇟ࡣࠊศᏊࡸ㑇ఏᏊ࡞࡝ࡢከࡃࡢせ⣲ࡀ༠ຊࡋ࡚ാࡃࡇ࡜࡛⏕ࡳฟࡉࢀ࡚
࠸ࡲࡍࠋࡑࡢࡼ࠺࡞ࠊከࡃࡢせ⣲ࡀ༠ຊࡋ࡚⏕ࡳฟࡍࠊ⏕≀ࡢ」㞧࡞⌧㇟ࡢືసཎ⌮ࡸタィཎ⌮ࡢ⌮ゎࢆ┠ᣦࡍࠊ⤫ྜⓗ࡛ࢩࢫࢸ࣒ㄽⓗ࡞◊✲ࡢᚲせᛶࡀ㧗ࡲࡗ࡚࠸ࡲࡍࠋࡑࡢࡓࡵ࡟ࡣࠊ
㧗ᗘ࡞ィ ᢏ⾡࡜㐃ືࡍࡿᩘ⌮ⓗ࡞᪉ἲㄽࡢⓎᒎࡀᚲせ࡛ࡍࠋࡇ࠺ࡋࡓ᪂ࡋ࠸⏕࿨⛉Ꮫࡢㄢ㢟࡟ࠊ≀⌮Ꮫࡸᩘ⌮⛉Ꮫ࡞࡝ࡢᩘ⌮ⓗ࡞Ⓨ᝿ࡸ᪉ἲㄽࢆ⏝࠸࡚ゎ᫂ࡍࡿࡇ࡜ࢆ┠ᣦࡋ࡚࠸ࡲࡍࠋ
㏆ᖺ㸪⣽⬊ෆ㒊࡟࠾࠸࡚཯ᛂᣑᩓ⣔ⓗ࡞௙⤌ࡳ࡟ࡼࡗ࡚᫬㛫–✵㛫ⓗᵓ㐀ᙧᡂࡢ㉳ࡇࡿࡇ࡜ࡀከᩘሗ࿌ࡉࢀ࡚࠸ࡲࡍࠋࡑࢀࡽ࡟ࡣ᫬㛫ⓗ᣺ື㸪✵㛫ࣃࢱࣥ㸪ከᏳᐃᛶ࡞࡝ࡀྵࡲࢀ㸪ࡑࢀࡒࢀࡢᩥ⬦࡛㔜せ࡞ᶵ⬟ࢆᢸࡗ࡚࠸ࡲࡍࠋ⣽⬊ࡢࢫࢣ࣮࡛ࣝࡣ཯ᛂࡢ☜⋡ⓗᛶ᱁ࡣ㢧ⴭࡔ࠿ࡽ㸪ࡑࢀࡽࡢᵓ㐀ᙧᡂࡢ௙⤌ࡳࡣ☜⋡ⓗ࡞ࣀ࢖ࢬ࡟ᑐࡋ࡚㡹ᙉ࡛࠶ࡿᚲせࡀ࠶ࡾࡲࡍࠋ୍᪉࡛ᵓ㐀ᙧᡂࡢ௙⤌ࡳࡣ㸪⣲㐣⛬ࡢ☜⋡ᛶࢆᕧどⓗࢫࢣ࣮ࣝ࡟ቑᖜࡋ⣽⬊ࡢ᣺ࡿ⯙࠸࡟ከᵝᛶࢆࡶࡓࡽ
ࡍ㸪୍ぢ┦཯ࡍࡿᛶ㉁ࢆවࡡഛ࠼࡚࠸ࡲࡍࠋࡇࢀࡽࡀ࡝ࡢࡼ࠺࡟ࡋ࡚ྍ⬟࡟࡞ࡿ࠿ࢆᐇ㝿ࡢ㸯⣽⬊⺯ග࢖࣓࣮ࢪࢹ࣮ࢱࡢゎᯒࡸᩘ⌮ࣔࢹࣝࡢᵓ⠏࣭ゎᯒࢆ㏻ࡌ࡚◊✲ࢆ㐍ࡵ࡚࠸ࡲࡍࠋ
ࡲࡓ㸪Ⓨ⏕ࡣ⣽⬊ෆࡢ཯ᛂࣉࣟࢢ࣒ࣛࢆṇ☜࡟సືࡉࡏ࡚㸪㸯⣽⬊࠿ࡽᵝࠎ࡞✀㢮࠿ࡽ࡞ࡿ⣽⬊ࢆ⏕ᡂࡋ✵㛫ⓗ࡟ㄪ࿴ࡢ࡜ࢀࡓᵓ㐀ࢆᙧᡂࡍࡿ㐣⛬࡛࠶ࡾࡲࡍࠋ⤌⧊ࡢᵓ㐀ᙧᡂ࡟ࡣ⣽⬊ࢆᇶᮏ༢఩࡜ࡍࡿ⢓ᙎᛶయࡢࡼ࠺࡞ຊᏛ㐣⛬ࡀ㛵୚ࡋ࡚࠾ࡾࠊࡑࢀࡀࡉࡽ࡟㑇ఏᏊࡸࢩࢢࢼ
ࣝ࡞࡝ࡢ཯ᛂᣑᩓ㐣⛬࡜┦஫࡟స⏝ࡋ࠶ࡗ࡚࠸ࡲࡍࠋ⣽⬊ࡸ⤌⧊ࡢᐇ㝿ࡢᙧែᙧᡂ࡛ࡣࠊึᮇ
᮲௳ࡸቃ⏺᮲௳ࡀࡋࡤࡋࡤᮏ㉁ⓗ࡟㔜せ࡞ᙺ๭ࢆᯝࡓࡍࡇ࡜ࡀ࠶ࡾࡲࡍࠋࡑࡋ࡚ࠊࡑࢀࡽࡢึ
ᮇ᮲௳ࡸቃ⏺᮲௳ࡶࡲࡓ௚ࡢ⏕࿨㐣⛬࡟ࡼࡗ࡚సࡽࢀ࡚࠸ࡲࡍࠋ඲యࡢ⌧㇟ࡢ࠺ࡕࠊ࡝ࡢ㒊ศࢆࣔࢹࣝ࡜ࡋ࡚ษࡾฟࡋ࡚ࠊࡲࡓ࡝ࡢ㒊ศࢆึᮇ᮲௳ࡸቃ⏺᮲௳࡜ࡋ࡚グ㏙ࡍࡿࡢ࠿ࡣ⯆࿡῝࠸ၥ㢟࡛ࡍࠋࡇࢀࡽࡢၥ㢟ࢆⓎ⏕෌⏕⥲ྜ⛉Ꮫ◊✲ࢭࣥࢱ࣮ࡸᗈᓥ኱Ꮫࡢࢢ࣮ࣝࣉ࡜༠ຊࡋ࡚ࠊ
ᩘ⌮ⓗࠊᐃ㔞ⓗ࡞ᡭἲࢆ⏝࠸࡚⌮ゎࡍࡿྲྀࡾ⤌ࡳࢆࡋ࡚࠸ࡲࡍࠋ
Modeling Group৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನܲՃϱ૙੉ Ტ཯Უྸ҄‫ܖ‬ᄂᆮ৑ ႆဃȷϐဃᅹ‫ܖ‬ዮӳᄂᆮǻȳǿȸȦᲴ ȋȃȈȪȸȀȸᲦ‫ܖٻܖٻ᧵ٻ‬ᨈဃԡೞᏡᄂᆮᅹਔǁƍᲴ ૙੉Ღ࠼޽‫ܖٻܖٻ‬ᨈྸ‫ܖ‬ᄂᆮᅹܲՃ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮ ȕǣǸǫȫȐǤǪȭǸȸᲦҦٟ ‫ܖ‬ᘐ ȷிʮ‫ܖٻ‬ᄂ ᆮ ϋ ܾ ኬᏘƓǑƼႆဃƷྸᛯႎȷ᬴ܱႎᄂᆮ

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ኺฎཋྸ‫‒↺↷↚ܖ‬᣿ᗡүೞ↝ѣщ‫↝ܖ‬ᚐଢ‒ᴾ᭗‫ܤ‬ᅵ೔ TAKAYASU Hideki৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನܲՃ૙੉ ǽȋȸǳȳȔȥȸǿǵǤǨȳǹᄂᆮ৑ȷǷȋǢȪǵȸȁȣȸ‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᩼ዴ࢟ཋྸ‫ܖ‬Ღྸ‫ܖ‬ҦٟȷӸӞ‫ܖٻދ‬ᄂ ᆮ ϋ ܾᲴ ኺฎཋྸ‫ܖ‬ƷؕᄽƔǒࣖဇǇưModeling Groupᄂᆮಒᙲ㻌 䝤䝷䝑䜽䝬䞁䝕䞊䠄䠍䠕䠔䠓ᖺ䠅䚸䜰䝆䜰㏻㈌༴ᶵ䠄䠍䠕䠕䠓ᖺ䠅䚸䝸䞊䝬䞁䝅䝵䝑䜽䠄䠎䠌䠌䠔ᖺ䠅䚸䞉䞉䞉䚸ୡ⏺䛾㔠⼥ᕷሙ䛿䚸䜋䜌䠍䠌ᖺ䛤䛸䛻኱䛝䛺༴ᶵ䜢㏄䛘䛶䛔䜛䚹䛣䜜䜙䛾⌧㇟䛻㛵䛧䛶䛿䚸䛣䜜䜎䛷䜒ᵝ䚻䛺ศᯒ䛜䛺䛥䜜䛶䛔䜛䛜䚸⚾䛿䚸≀⌮Ꮫ䛾どⅬ䛛䜙⤒῭⌧㇟䜢ゎ᫂䛩䜛䛣䛸䛷䚸㔠⼥༴ᶵ䛿䛺䛬㉳䛣䜚䚸䛹䛾䜘䛖䛻Ⓨᒎ䛩䜛䛾䛛䛻㛵䛩䜛᪂䛧䛔▱ぢ䜢ᚓ䜛䛣䛸䛜䛷䛝䚸ḟ䛾㔠⼥༴ᶵ䛾Ⓨ⏕䜢ᅇ㑊䛩䜛ᡭ᥃䛛䜚䛜ᚓ䜙䜜䜛䜒䛾䛸⪃䛘䛶䛔䜛䚹䝅䝇䝔䝮䛸䛧䛶ぢ䛯᫬䚸⌧ᅾ䛾㔠⼥ᕷሙ䛿䚸≀㉁䛷ゝ䛘䜀䚸䜺䝷䝇䛾䜘䛖䛺⬤ᙅᛶ䜢ෆᅾ䛧䛶䛔䜛䛣䛸䛜䜟䛛䛳䛶䛝䛯䚹㻌 㔠⼥ᕷሙ䜢ᵓᡂ䛩䜛䛭䜜䛮䜜䛾㔠⼥ᶵ㛵䛿㔠⼥ᶵ㛵ྠኈ䛷䛚㔠䛾㈚䛧೉䜚䜢䛧䛶䛔䜛䚹ὀ┠䛩䜉䛝䛿䚸୍ᗘ䛷䜒㏉῭䛾⣙᮰䜢◚䜛䛸䚸䛭䛾㔠⼥ᶵ㛵䛿௚䛾඲䛶䛾㔠⼥ᶵ㛵䛸䛾ྲྀᘬ䛜೵Ṇ䛥䜜䚸ಽ⏘䛧䛯䜒䛾䛸䜏䛺䛥䜜䜛䛣䛸䛜ୡ⏺ⓗ䛺㔠⼥ᶵ㛵䛾䝹䞊䝹䛻䛺䛳䛶䛔䜛䛣䛸䛷䛒䜛䚹೺඲䛻ぢ䛘䜛㔠⼥ᶵ㛵䛷䜒䛚㔠䛾䜔䜚䛟䜚䛻ኻᩋ䛩䜛䛸✺↛ಽ⏘䛩䜛䛣䛸䛿䚸䜺䝷䝇䛾䜘䛖䛺⬤ᛶ≀㉁䛻ṍ䜢ຍ䛘䛯䛸䛝䚸䛒䜛䝺䝧䝹䛻䜎䛷㐩䛩䜛䛸✺↛◚ቯ䛩䜛䛣䛸䛸㓞ఝ䛧䛶䛚䜚䚸䛹䛱䜙䛾⌧㇟䜒䚸䛧䛝䛔್ືຊᏛ䛷䝰䝕䝹໬䛩䜛䛣䛸䛜䛷䛝䜛䚹㻌 䜎䛯䚸䜂䛸䛴䛾㔠⼥ᶵ㛵䛜䛚㔠䛾䜔䜚䛟䜚䛻ኻᩋ䛧䛶ಽ⏘䛩䜛䛸䚸䛭䛾㔠⼥ᶵ㛵䛻䛚㔠䜢㈚䛧䛶䛔䛯㔠⼥ᶵ㛵䛿䛒䛶䛻䛧䛶䛔䛯䛚㔠䛜ධ䜙䛺䛟䛺䜚䚸䛚㔠䛾䜔䜚䛟䜚䛜ᅔ㞴䛻䛺䜚䚸㐃㙐ⓗ䛻ಽ⏘䛩䜛ྍ⬟ᛶ䛜㧗䛟䛺䜛䚹䛣䛾䛣䛸䛿䚸⬤ᛶ◚ቯ䛻䛚䛔䛶୍䛛ᡤ䛷◚ቯ䛜㉳䛣䜛䛸䚸䛭䛣䛷ᨭ䛘䛶䛔䛯ṍ䛜࿘ᅖ䛻ศ㓄䛥䜜䚸㐃㙐ⓗ䛻◚ቯ䛜⥆䛟䛣䛸䛸ᑐᛂ䛜䛴䛟䚹䛭䛾䜘䛖䛺≧ἣ䛻䛺䜛䛸䚸㔠⼥ᶵ㛵ྠኈ䛷䛔䛴┦ᡭ㔠⼥ᶵ㛵䛜ಽ⏘䛩䜛䛛␲ᚰᬯ㨣䛻䛺䜚䚸᪂䛯䛺䛚㔠䛾㈚䛧೉䜚䛜⾜䜟䜜䛻䛟䛟䛺䜚䚸㈨㔠⧞䜚䛿୍ᒙᅔ㞴䛻䛺䜛䚹䠍䠌䠌ᖺ௨ୖ䛾Ṕྐ䛜䛒䛳䛯ୡ⏺ⓗ䛺㔠⼥ᶵ㛵䝸䞊䝬䞁䝤䝷䝄䞊䝈♫䛜ಽ⏘䛧䛯┤ᚋ䛻䛿䚸䜎䛥䛻䚸䛣䛾䜘䛖䛺≧ἣ䛻䛺䜚䚸䜒䛧䜒ྛᅜᨻᗓ䛜⥭ᛴ䛻↓ไ㝈䛷䛭䜜䛮䜜䛾ᅜ䛾㔠⼥ᶵ㛵䛻䛚㔠䜢㈚䛧ฟ䛩Ỵ᩿䜢䛧䛺䛛䛳䛯䛺䜙䜀䚸ୡ⏺୰䛻㔠⼥ᶵ㛵䛾㐃㙐ⓗಽ⏘䛜Ἴཬ䛧䛶䛔䛯ྍ⬟ᛶ䛜㧗䛔䚹㻌 ≀㉁䛾ሙྜ䛻䛿䚸ረᛶኚᙧ䛩䜛䜘䛖䛺≀㉁䛿⬤ᛶ◚ቯ䜢㉳䛣䛥䛺䛔䚹䛣䛾䜰䝘䝻䝆䞊䛻ᇶ䛵䛔䛶⪃䛘䜜䜀䚸㔠⼥䝅䝇䝔䝮䛻Ḟዴ䛧䛶䛔䜛䛾䛿䚸ṍ䛻ᑐ䛧䛶ረᛶኚᙧ䛩䜛䜘䛖䛺ຠᯝ䛷䛒䜚䚸⚾䛿䚸஦๓䛻㔠฼䜢Ỵ䜑䛶䛚䛟䛾䛷䛿䛺䛟䚸⤖ᯝ䛻ᛂ䛨䛶㏉῭㢠䛜ኚ䜟䜛䜘䛖䛺௙⤌䜏䜢ᑟධ䛩䜛䛣䛸䛻䜘䛳䛶ᐇ⌧䛷䛝䜛䜒䛾䛸ᮇᚅ䛧䛶䛔䜛䚹ཧ⪃ᩥ⊩䠖㧗Ᏻ⚽ᶞ ”㔠⼥ᕷሙ࡟࠾ࡅࡿࣜࢫࢡ࡜≉ᛶ㸫」㞧⣔ࢩࢫࢸ࣒ࡢ≀⌮ᏛࡢどⅬ࠿ࡽ”ࠊ㔠⼥༴ᶵ࡜࣐ࢡࣟ⤒῭Ꮫ㸫㈨⏘ᕷሙࡢኚື࡜㔠⼥ᨻ⟇࣭つไ㸦ᒾ஭ඞே࣭℩ྂ⨾႐࣭⩝ⓒྜ⦅ࠊᮾி኱Ꮫฟ∧఍ࠊ2011 ᖺࠊ➨ 7 ❶ࠊ163㸫187ࠋ

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ỡỤẫᙲእᨼ‫ׇ‬ỉᴾἒỶἜἱἁἋểೞᏡỉᚐଢᴾ
NISHIMORI Hirakuᴾᙱౕਏ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ࠼޽‫ܖٻܖٻ‬ᨈྸ‫ܖ‬ᄂᆮᅹ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᩼࠯ᘖཋྸ‫ܖ‬Ღྸ‫ܖ‬Ҧٟȷிʮ߻ಅ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ңӷྵᝋƷȢȇȪȳǰƓǑƼᚐௌᡃࠎࢆྲྀࡾᅖࡴ⮬↛ࡢ୰࡟ࡣᵝࠎ࡞ࢱ࢖ࣉࡢせ⣲㞟ᅋࡀ࠶ࡿࠋ㨶࣭㫽ࡢ⩌ࢀ, ᪻⹸ࡢ⩌ࢀ࡞
࡝ࡀ㌟㏆࡞౛࡛࠶ࡿࠋࡲࡓ, ㌴ࡢ⩌ࢀ, Ṍ⾜⪅ࡢ⩌ࢀ࡞࡝࡟ࡘ࠸࡚ࡣ, ὶࢀࢆ㐽᩿ࡍࡿᅉᏊࡢ
≉ᐃࡀ♫఍඲యࡢ⏕⏘ᛶ࡟኱ࡁࡃ㛵㐃ࡋ࡚ࡃࡿࠋᚑ᮶ࡢ⩌ࢀ㐠ືࡢ⌮ㄽᶍᆺࡢከࡃࡣ, ྛᵓᡂせ⣲ࡢ㐠ືࢆ༢⣧࡞࣮࡛ࣝࣝ⾲ࡋࠊ⩌ࢀ඲య࡜ࡋ࡚ほᐹࡉࢀࡿ」㞧࡞㐠ື࡜ẚ㍑ࡋࠊ⩌ࢀ㐠ືࡢᇶᮏᶵᵓࢆ᥈ࡗ࡚᮶ࡓࠋ୍᪉࡛, ⌧ᐇࡢࢩࢫࢸ࣒࡟࠾࠸࡚ࡣ, ᵓᡂせ⣲⮬㌟ࡢᣢࡘ」㞧࡞ෆ㒊⮬⏤ᗘࡀ, ⩌ࢀ඲యࡢ㐠ື࡟Ỵᐃⓗ࡞ᙳ㡪ࢆ୚࠼ࡿྍ⬟ᛶࡶ᤼㝖࡛ࡁ࡞࠸ࠋࡑࡇ࡛ࠊ2011ᖺᗘࡢᡃࠎࡢ◊✲┠ᶆࡢ୍ࡘ࡜ࡋ࡚ࠊ࠸ࡃࡘ࠿ࡢ⩌ࢀ㐠ື࡟࠾࠸࡚ࠊᐇ㦂ⓗほ ࡜⌮ㄽᶍᆺసᡂࢆ୪⾜ࡋ࡚㐍ࡵࡿࡇ࡜࡛ࠊ⌧ᐇ࡟༶ᛂࡋࡓ⩌ࢀ㐠ືࡢᶵᵓࡢ⌮ゎࢆࡵࡊࡋࡓࠋලయⓗ࡟ࡣࠊ
1. ࢔ࣜࡢ㞟ᅋ᥇㣵⾜ື࡟࠾ࡅࡿ, ໬Ꮫ᝟ሗ࡜どぬ᝟ሗࡢ฼⏝ࡢඃඛ㡰఩Ỵᐃᶵᵓࡢゎ᫂
2. ෇⎔≧Ỉ㊰ෆࡢᶋ⬻⯪㞟ᅋࡢ஺㏻ὶ࡜῰⁫ࡢᐇ㦂࡜ᩘ⌮ᶍᆺ࡟ࡼࡿゎᯒࢆ⾜ࡗࡓࠋ1 ࡟㛵ࡋ࡚ࡣ, ๓ᖺᗘࡲ࡛ࡢ◊✲࡟ᘬࡁ⥆ࡁࠊ᥇㣵Ṍ⾜୰ࡢ࢔ࣜ(ࢺࣅ࢖ࣟࢣ࢔ࣜ)ࡢᖐᕢ⤒㊰ᵓ⠏ࡢᐇ㦂ࢆ⾜࠸ࠊ࢔ࣜࡀࣇ࢙ࣟࣔࣥ࡟ࡼࡿ໬Ꮫ᝟ሗࡔࡅ࡛࡞ࡃ, ᥇㣵㏵ୖ࡟࠾ࡅ
ࡿࣛࣥࢻ࣐࣮ࢡ࡞࡝ࡢどぬ᝟ሗࡶ฼⏝ࡋ࡞ࡀࡽ᫬ࠎ้ࠎࡢ⮬ศࡢ఩⨨ࢆᢕᥱࡋࠊ᥇㣵⤒㊰ࢆᵓ⠏ࡋ࡚࠸ࡿࡇ࡜ࢆᐃ㔞ⓗ࡟♧ࡋࡓࠋ2 ࡟㛵ࡋ࡚ࡶࠊ๓ᖺᗘࡲ࡛࡟ᘬࡁ⥆ࡁࠊ᫂἞኱Ꮫ≉௵ㅮᖌ
(GCOE ◊✲༠ຊ⪅)ࡢᮎᯇಙᙪẶࡸ㸪ᗈᓥ኱Ꮫ GCOE ◊✲ဨཧ⣡ᘪᙪẶࡽ࡜ඹྠࡋ, ⾲㠃ᙇຊᕪ࡛⮬ᕫ㥑ືࡍࡿ๓ᚋᑐ⛠࠾ࡼࡧ๓ᚋ㠀ᑐ⛠࡞ᶋ⬻⯪ࡢ㞟ᅋࢆ෇⎔≧Ỉ㊰࡟୪࡭,ᚑ᮶▱ࡽࢀ࡚࠸࡞࠸᪂ࡓ࡞ᙧࡢ㞟ᅋ㐠ື࣮ࣔࢻ=ࢡࣛࢫࢱ࣮≧ែࢆⓎぢࡋ, ࡑࡢᶵᵓࡢࣔࢹࣝ໬࡜⌮ㄽⓗ࡞ゎ᫂ࢆ⾜ࡗࡓࠋ ୖࡢ⩌ࢀ㐠ືࡢ◊✲࡜ࡣ⊂❧ࡋ࡚ࠊ㠀⥺ᙧࢲ࢖ࢼ࣑ࢡࢫ࡟࠾ࡅࡿࡺࡽࡂ࡜ᶵ⬟ࡢ㛵ಀࢆ▱ࡿࡓࡵ࡟ࠊ
3. ☜⋡ඹ㬆ࢆ㉳ࡇࡍ⣲Ꮚ㞟ᅋ࡟࠾ࡅࡿࡺࡽࡂࡢ㠀୍ᵝᛶ࡜, ☜⋡ඹ㬆ຠ⋡ࡢ㛵ಀࢆ FitzHugh-Nagumo ⣲Ꮚ⣔࡟ࡘ࠸࡚ㄪ࡭ࠊࡉࡽ࡟ேᕤෆ⪥⿦⨨ࡢ㧗ᛶ⬟໬࡟࠾ࡅࡿ☜⋡ඹ㬆ࡢ฼⏝࡟㛵ࡋ࡚ࡶࠊ୺࡟⌮ㄽⓗ࡟⪃ᐹࢆ⾜ࡗࡓࠋ௨ୖࡢᡂᯝࡣࠊᏛ⾡㞧ㄅ࡞࡝࡛ฟ∧ࡉࢀࠊᅜ㝿఍㆟࡟࠾࠸࡚ࡶⓎ⾲ࡉࢀࡓࠋ

Modeling Group

ᄂᆮಒᙲ

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ʴể᧙ỪỦᙻᙾὉᎮᙾऴ‫إ‬ϼྸᴾ

ᒰ߷ᕣ

ARAKAWA Kaoru৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖ߻ྸܖٻ‬ᢿ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ဒ΂ȷ᪦٣̮ӭϼྸᲦ߻‫ܖ‬Ҧٟȷிʮ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ჷᙾǷǹȆȠƷȢȇȪȳǰƓǑƼᚐௌᄂᆮಒᙲ

Modeling Groupே䛸㛵䜟䜛どぬ䞉⫈ぬ᝟ሗฎ⌮䛸䛧䛶䠈௨ୗ䛾◊✲䜢⾜䛳䛯䚹䠄䠍䠅䝇䝬䞊䝖䝣䜷䞁䜰䝥䝸䛻䜘䜛ᐇ⿦䛾䛯䜑䛾ᑐヰᆺ㢦⏬ീ⨾ほ໬ฎ⌮䛾᧯సᛶᨵၿ
䠄䠎䠅୰ᅜே䛜Ⓨኌ䛧䛯᪥ᮏㄒ㡢ኌ䛾≉ᚩゎᯒ䛸䛭䛾⮬ືㄆ㆑䛾䛯䜑䛾᪉ᘧ䛾ᥦ᱌䠄䠍䠅䛷䛿䠈ᮏ◊✲⪅䛜ඛ䛻ᥦ᱌䛧䛯㠀⥺ᙧ䝕䜱䝆䝍䝹䝣䜱䝹䝍䝞䞁䜽䜢⏝䛔䛯ᑐヰᆺ㢦⏬ീ⨾ほ໬䝅䝇䝔䝮䜢䝇䝬䞊䝖䝣䜷䞁䛺䛹䛾ᑠᆺ᝟ሗ➃ᮎ䛷ᐇ⿦䛩䜛䛯䛣䛸䜢┠ⓗ䛸䛧䛶䠈ᑡ䛺䛔ೃ⿵㢦⏬ീ䛾⾲♧䛸ᑡ䛺䛔⧞䜚㏉䛧ᅇᩘ䛷䠈฼⏝⪅䛜༑ศ‶㊊䛷䛝䜛㢦⏬ീ䜢ᚓ䜙䜜䜛䛯䜑䛻䠈㑇ఏⓗ䜰䝹䝂䝸䝈
䝮(GA)䛾ᨵⰋ䜢⾜䛳䛯䚹䛣䛾䝅䝇䝔䝮䛿䠣䠝䛻ᇶ䛵䛟ᑐヰᆺ㐍໬ィ⟬䛻䜘䜚䠈㢦⏬ീ⨾ほ໬䝣䜱䝹䝍䝅䝇䝔䝮䛾」ᩘ䛾䝟䝷䝯䞊䝍䜢୺ほⓗ䛻᭱㐺タィ䛩䜛䜒䛾䛷䛒䜛䚹ᥦ♧䛥䜜䜛 10 ᯛ⛬ᗘ䛾⨾ほ໬ೃ⿵㢦⏬ീ䛛䜙฼⏝⪅䛜ྛ⮬䛾୺ほ䛻ᇶ䛵䛔䛶ᮃ䜎䛧䛔䛸ᛮ䛖㢦⏬ീ䜢ఱᯛ䛛㑅䜆䛸䛔䛖᧯స䜢」ᩘ
ᅇ⧞䜚㏉䛧䛶㢦⏬ീ䛾⨾ほ໬䜢⾜䛖䜒䛾䛷䛒䜛䛜䠈ᑠᆺ᝟ሗ➃ᮎ䛷䛿䠈⾲♧䛷䛝䜛ೃ⿵㢦⏬ീ䛾ᩘ䛜ไ㝈䛥䜜䜛䚹䜎䛯䠈䛣䛾ሙྜ䠈༑ศ‶㊊䛷䛝䜛㢦⏬ീ䛜ᚓ䜙䜜䜛䜎䛷䠈ከ䛟䛾⧞䜚㏉䛧ᅇᩘ䜢せ䛧䠈᧯సᛶ䛜పୗ䛩䜛䚹䛭䛣䛷䠈㐣ཤ䛻ᚓ䜙䜜䛯᭱㐺䝟䝷䝯䞊䝍䝕䞊䝍㞟ᅋ䜢⏝䛔䛯ึᮇタᐃἲ䛸䠈㑅ᢥ䛥䜜䛯ೃ⿵㢦⏬ീ䛾ෆศ䛸እศ䜢ྲྀ䜚ධ䜜䛯ୡ௦஺௦䜢⏝䛔䛯㐍໬ィ⟬ἲ䜢᪂䛯䛻ᥦ᱌䛧䛯䚹ᐇ㝿䛻」ᩘ䛾฼⏝⪅䛻ᮏ䝅䝇䝔䝮䛸ᚑ᮶䝅䝇䝔䝮䜢౑⏝䛧䛶䜒䜙䛔䠈ᮏ䝅䝇䝔䝮䛷䛿 6 ᯛ䛾ೃ⿵㢦⏬ീ䛾⾲♧䛷䠈ᚑ᮶䜘䜚ᑡ䛺䛔⧞䜚㏉䛧ᅇᩘ䛷䠈༑ศ‶㊊䛷䛝䜛⨾ほ໬㢦⏬ീ䛜ᚓ䜙䜜䜛䛣䛸䛜♧䛥䜜䛯䚹฼⏝⪅䛻䜘䜛䜰䞁䜿䞊䝖⤖ᯝ䛷䜒䠈ᮏ䝅䝇䝔䝮䛾᪉䛜䠈᧯సᛶ䛜㧗䛟䠈䜎䛯䠈᭱⤊ⓗ䛻ᚓ䜙䜜䛯㢦⏬ീ䜒ᚑ᮶ἲ䜘䜚୺ほⓗ䛻㧗䛟ホ౯䛥䜜䜛䛸䛔䛖䛣䛸䛜♧䛥䜜䛯䚹䠄䠎䠅䛷䛿䠈୰ᅜே䛜Ⓨኌ䛧䛯᪥ᮏㄒ㡢ኌ䛾≉ᛶゎᯒ䜢⾜䛔䠈䜘䜚⢭ᗘⰋ䛟㡢ኌㄆ㆑䜢⾜䛖䛯䜑䛾᪉ᘧ䜢ᥦ᱌䛧䛯䚹୰ᅜே䛜Ⓨኌ䛧䛯᪥ᮏㄒ㡢ኌ䛻ᑐ䛧䛶᪥ᮏㄒ㡢ኌㄆ㆑䝅䝇䝔䝮䜢㐺⏝䛧䛯ሙྜ䠈䛭䛾ㄆ㆑⋡䛿᪥ᮏே䛾㡢ኌ䛻ᑐ䛩䜛䜒䛾䜘䜚ప䛔䚹㡢ኌ䛾≉ᚩゎᯒ䜢䛧䛯䛸䛣䜝䠈୰ᅜே䛿᪥ᮏே䜘䜚䠈ẕ㡢䜢㛗䛟ఙ䜀䛩ഴྥ䛜䛒䜛䛣䛸䛜♧䛥䜜䛯䚹䛣䛾䛣䛸䛿䠈୰ᅜே䛾᪥ᮏㄒ㡢ኌ䛻ᑐ䛩䜛ㄆ㆑⋡䛾పୗ䛻䛴䛺䛜䛳䛶䛔䜛䚹䛭䛣䛷䠈୰ᅜே䛾᪥ᮏㄒ㡢ኌ䛻ᑐ䛧䛶䠈ẕ㡢䛾㛗䛥䜢▷⦰䛩䜛䛣䛸䛻䜘䜚䠈᪥ᮏㄒ㡢ኌㄆ㆑䝅䝇䝔䝮䛻ᑐ䛩䜛ㄆ㆑⋡䜢ྥୖ䛥䛫䜛᪉ᘧ䜢ᥦ᱌䛧䛯䚹33 ே䛾୰ᅜே䛾᪥ᮏㄒ㡢ኌ䝕
䞊䝍 115 ಶ䛻ᑐ䛧䛶㐺⏝䛧䛯⤖ᯝ䠈ᮏᥦ᱌ᡭἲ䜢⏝䛔䛺䛔ሙྜ䛾ṇ⟅⋡䛜 68.5䠂䛷䛒䛳䛯䛾䛻ᑐ䛧䠈ᮏᥦ᱌ᡭἲ㐺⏝ᚋ䛾ṇ⟅⋡䛿 80.2%䛸䛺䛳䛯䚹䛣䛾௚䠈⤒ᖺຎ໬䛻䜘䜚യ䛜⏕䛨䛯ᫎ⏬䝣䜱䝹䝮䛾⏬㉁ᨵၿ䜢⾜䛖⏬ീฎ⌮ἲ䠈Ⓩ㘓㢦⏬ീ䛛䜙ຍ㱋䛻䜘䜚㢦ᙧ≧䛜ኚ໬䛧䛯ே≀䛾ಶேㄆドἲ䛻㛵䛩䜛◊✲䜢⾜䛳䛯䚹ѣཋỉᢃѣểСࣂỉૠྸႎᄂᆮ
KOBAYASHI Ryo

иȪȸȀȸ

ᴾ

‫ݱ‬௎ʰ

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৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ࠼޽‫ܖٻܖٻ‬ᨈྸ‫ܖ‬ᄂᆮᅹ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ྵᝋૠྸ‫ܖ‬ᲦҦٟ ૠྸᅹ‫ ܖ‬ȷிʮ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ဃཋƷನᡯ࢟঺ȷᢃѣȷऴ‫إ‬ϼྸƷૠྸႎᄂᆮ
ᄂᆮಒᙲ୰ࢆືࡁᅇࢀࡿࣟ࣎ࢵࢺࢆసࡿࡇ࡜ࢆ┠ᣦࡋ࡚ࠊ⏕≀Ꮫ⪅࣭ᩘᏛ⪅࣭ᕤᏛ⪅࠿ࡽ࡞ࡿࢳ࣮࣒࡛
◊✲ࢆ⾜࡞ࡗ࡚࠸ࡿࠋ࣮࢟࡜࡞ࡿࡢࡣࠊ⮬ᚊศᩓไᚚ࡜⮬ᕫ⤌⧊໬࡟ࡼࡿࣟࢥ࣮ࣔࢩࣙࣥ⏕ᡂ࡛࠶ࡿࠋᡃࠎࡣࠊ⢓⳦ࡢ㐠ືࡢᩘ⌮ࣔࢹࣝ࠿ࡽࠕ㱈㱒㛵ᩘࠖ࡜࠸࠺ᴫᛕࢆᢳฟࡋࠊࡑࢀࢆ⏝࠸ࡓ⮬ᚊศᩓไᚚ᪉⟇ࢆᥦ᱌ࡋࡓࠋࡑࡋ࡚ࠊࡑࢀࢆ࢔࣓࣮ࣂᵝࣟ࣎ࢵࢺ࣭࣊ࣅᆺࣟ࣎ࢵࢺ࣭ࢡࣔ
ࣄࢺࢹᆺࣟ࣎ࢵࢺ࣭㸲⬮Ṍ⾜ࣟ࣎ࢵࢺ࡞࡝࡟㐺⏝ࡋࠊࡑࡢ᭷ຠᛶࢆ♧ࡋ࡚ࡁࡓࠋ
䠆㏺⾜ຊᏛ䛾୍⯡໬䝰䝕䝹䛸䛭䛾ᐇ㦂ⓗ᳨ド࣑࣑ࢬࡸ࢝ࢱࢶ࣒ࣜࡢࡼ࠺࡞⏕≀ࡀ⾜࡞ࡗ࡚࠸ࡿ⽸ືⓗ㏺⾜ࡢࣔࢹࣝࡀࠊᣑᩓ᪉⛬ᘧ࡟ᖐ╔ࡉࢀࡿࡇ࡜ࢆ♧ࡋࡓࠋᦤືἲࢆ⏝࠸ࡓ⌮ㄽゎᯒ࡜ࢩ࣑࣮ࣗࣞࢩࣙࣥࢆ⾜࠸ࠊຊᏛⓗᶵᵓࢆ᫂ࡽ࠿࡟ࡋࡓࠋ
ࡉࡽ࡟ࠊ࣒࢝ࢹࡸࣖࢫࢹ࡞࡝ࡢከ㊊㢮ࡢ⬮Ṍ⾜ࡀࠊ⽸ືⓗ㏺⾜ࡢຊᏛⓗཎ⌮ࢆὶ⏝ࡋ࡚࠸ࡿࡇ࡜ࢆ
♧ࡋࠊ⎔ᙧື≀࠿ࡽከ㊊㢮࡬ࡢ㐍໬࡟࠾࠸࡚ࠊ㐠ືᵝᘧࡀ㐃⥆ⓗ࡟⥅ᢎࡉࢀࡓࡇ࡜ࢆ♧ࡋࡓࠋ⌧ᅾࠊࡇࡢ⌮ㄽࡢᐇ㦂ⓗ᳨ドࢆᵝࠎ࡞ື≀࡛⾜࡞ࡗ࡚࠸ࡿࠋ

㸨┿ṇ⢓⳦ኚᙧయ䛜♧䛩⮬Ⓨⓗ䛺䜰䝖䝷䜽䝍㑄⛣䛾Ⓨ⌧ᶵᗎゎ᫂䛸䝻䝪䝑䝖䜈䛾ᐇ⿦
ཎᙧ㉁㔞ಖᏑ๎䜢⪃៖䛧䛯⤖ྜ᣺ືᏊ⣔䛸㱈㱒㛵ᩘ䛻ᇶ䛵䛟ᒁᡤⓗ䛺䝉䞁䝃䝣䜱䞊䝗䝞䝑䜽䛛䜙䠈⢓⳦䛻ぢ䜙䜜䜛䜘䛖䛺⮬Ⓨⓗ䛺䜰䝖䝷䜽䝍㑄⛣䛜⏕䜏ฟ䛥䜜䜛䛣䛸䜢♧䛧䛯䚹䜎䛯䚸⢓⳦᣺ືᏊ䝻䝪䝑䝖䛻䜘䜛ᐇᶵ᳨ド䜢⾜䛳䛯䚹䠆㠀ᵓ㐀⎔ቃୗ䛷䛾䝦䝡䛾䝻䝁䝰䞊䝅䝵䞁䛻ෆᅾ䛩䜛⮬ᚊศᩓไᚚ๎䛾⌮ㄽⓗ⪃ᐹ䝦䝡䛾௦⾲ⓗ䛺㐠ື䝰䞊䝗䛷䛒䜛 Lateral undulation 䛻䛚䛔䛶䛿䚸ഃ᪉䛛䜙䛾㝣Ꮫⓗᨭᣢ䛜ᮏ㉁ⓗ䛻㔜せ䛷䚸ഃ᪉䜈䛾༑ศ䛺ᦶ᧿䛜ぢ㎸䜑䛺䛔≧ἣ䛻䛚䛔䛶䛿䚸䝦䝡䛿ఱ䜙䛛䛾䛂䛸䛳䛛䛛䜚䛃䜢฼⏝䛩䜛䚹῝㒊యᛶឤぬ᝟ሗ䛻ᇶ䛵䛟᭤⋡ᚤศไᚚ䛸䠈యቨ䛾⾲ᅾឤぬ᝟ሗ䛻ᇶ䛵䛔䛯཯ᑕ䝯䜹䝙䝈䝮䛾⤌䜏ྜ䜟䛫䛷䚸䛸䛳䛛䛛䜚䜢฼⏝䛧䛯⮬ᚊศᩓⓗ䛺䝻䝁䝰䞊䝅䝵䞁䛜ຠᯝⓗ䛻ᐇ⌧䛥䜜䜛䛣䛸䜢⌮ㄽⓗ䛻♧䛧䛯䚹

Modeling Groupື≀࡟Ꮫࡪࡇ࡜࡟ࡼࡾࠊື≀୪ࡳ࡟ࡋ࡞ࡸ࠿࡟ࣟࣂࢫࢺ࡟ࠊ」㞧࡛୙☜ᐃ࡞⌧ᐇࡢ⎔ቃࡢ

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ἋἰὊἚἂἼἕἛỆấẬỦᴾ
ỶὅἘἼἊỹὅἚʖยὉஇᢘ҄ỉᄂᆮᴾ

ౕգʂ

MORI Hiroyuki৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖ߻ྸܖٻ‬ᢿ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ჷᏡऴ‫ܖإ‬Ღ߻‫ܖ‬Ҧٟȷଔᆖဋ‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ǤȳȆȪǸǧȳȈǷǹȆȠƷȢȇȪȳǰƓǑƼᚐௌᄂᆮಒᙲ

Modeling Group䠎䠌䠍䠍ᖺᗘ䛾䛂䝇䝬䞊䝖䜾䝸䝑䝗䛻䛚䛡䜛䜲䞁䝔䝸䝆䜵䞁䝖ண䞉᭱㐺໬䛾◊✲䛃䛸䛧䛶䚸䜎䛪䚸኱つᶍኴ㝧ගⓎ㟁ᡤ䛷䛒䜛䝯䜺䝋䞊䝷䛜タ⨨䛥䜜䛯㏦㟁䝛䝑䝖䝽䞊䜽䛻䛚䛔䛶㟁ຊไᚚᶵჾ䛷䛒䜛䠢䠝䠟T䠯
䠄Flexible AC Transmission System䠅䛾᭱㐺㓄⨨䛻䛴䛔䛶◊✲䛧䛯䚹䠢䠝䠟䠰䠯䛾୍䛴䛷䛒䜛䠱䠬䠢C 䜢᭱㐺㓄⨨䛩䜛䛯䜑䛻䛿䚸䛭䛾タ⨨ሙᡤ䛷䛒䜛䝜䞊䝗␒ྕ䛸䛭䛾ฟຊ䛷䛒䜛᭷ຠ㟁ຊ䛸↓ຠ㟁ຊ䜢Ỵᐃ䛩䜛ᚲせ䛜䛒䜛䚹㓄⨨ሙᡤ䛿䚸㞳ᩓᩘ䛷䛒䜚䚸ฟຊ䛿㐃⥆ᩘ䛷䛒䜛䛯䜑䚸ΰྜᩚᩘィ⏬ၥ㢟䜢ゎ䛟䛣䛸䛻䛺䜛䚹㟁ຊ⮬⏤໬䛜⾜䜟䜜䛶䛔䜛㏦㟁䝛䝑䝖䝽䞊䜽䛷䛿䚸䛒䜛」ᩘ䛾Ⓨ㟁఍♫䛛䜙䛒䜛」ᩘ䛾㓄㟁఍♫䛻㟁ຊ䜢䛷䛝䜛䛰䛡ከ䛟㏦㟁䛩䜛䛣䛸䛜㔜せ䛷䛒䜛䚹䛧䛛䛧䚸䝯䜺䝋䞊䝷䛜タ⨨䛥䜜䛶䛔䜛㏦
㟁䝛䝑䝖䝽䞊䜽䛷䛿䚸䛭䛾ฟຊ䛜☜⋡ⓗ䛻ኚື䛩䜛䛯䜑䚸䠢䠝䠟䠰䠯䛾᭱㐺㓄⨨䛾☜⋡ⓗホ౯䛜ᚲせ䛸䛺䜛䚹䛭䛣䛷䚸☜⋡ⓗ䛻ฟຊኚື䛩䜛」ᩘ䛾䝯䜺䝋䞊䝷䛜Ꮡᅾ䛩䜛㏦㟁䝛䝑䝖䝽䞊䜽䛻䛚䛔䛶」ᩘ䛾䠱䠬䠢C 䜢タ⨨䛩䜛ၥ㢟䜢㐍໬ⓗィ⟬ἲ䛷䛒䜛䠡䠬䠯䠫䠄Evolutionary Particle Swarm Optimization䠅䜢౑⏝䛧䛶ゎ䛟䛣䛸䛻䛴䛔䛶◊✲䛧䛯䚹ලయⓗ䛻䛿䚸ΰྜᩚᩘィ⏬ၥ㢟䜢ゎ䛯䜑䛻䚸䠎ẁ㝵䛾䠡䠬䠯O
䜢⪃᱌䛧䛯䚹䛣䛣䛷䚸䠎ẁ㝵䛾䠡䠬䠯O 䛸䛿䚸䠍ẁ㝵┠䛷䠱䠬䠢C 䛾タ⨨ሙᡤೃ⿵䜢㑅ᐃ䛧䚸䠎ẁ㝵┠䛷ྛタ⨨䛷䠱䠬䠢C 䛾ฟຊ䜢᭱㐺໬䛧䚸䛭䛾୰䛷᭱Ⰻ䛾ゎ䜢㑅䜃䚸䛭䛾ゎ䜢ึᮇ್䛻䛧䛶཯᚟ィ⟬䜢⾜䛖䚹䠍ẁ㝵┠䛷䠎㐍䝁䞊䝗䜢⏝䛔䛯㞳ᩓᆺ䠡䠬䠯O䠈䠍䠌㐍䝁䞊䝗䜢⏝䛔䛯䠎ẁ㝵┠䛷㐃⥆ᆺ䠡䠬䠯O 䜢౑⏝䛧䛯䚹䛥䜙䛻䚸ィ⟬᫬㛫䜢㧗㏿໬䛩䜛䛯䜑䚸䠎㐍䝁䞊䝗䛸䠍䠌㐍䝁䞊䝗䜢ే⏝䛧䛯䝝䜲䝤䝸䝑䝗䝁䞊䝗䜢ᥦ᱌䛧䚸Ⰻዲ䛺⤖ᯝ䜢ᚓ䛯䚹㻌 ḟ䛻䚸㏦㟁䝛䝑䝖䝽䞊䜽䛻䛚䛡䜛☜⋡౪⤥ಙ㢗ᗘ䜢ồ䜑䜛䛯䜑䛾ከ┠ⓗ᭱㐺໬ᡭἲ䛻䛴䛔䛶◊✲䛧䛯䚹䝇䝬䞊䝖䜾䝸䝑䝗䛻䛚䛔䛶Ⓨ㟁ฟຊ䛜㢧ⴭ䛻ኚື䛩䜛෌⏕ྍ⬟䜶䝛䝹䜼䞊䛜ᑟධ䛥䜜䜛䛸䚸୙☜ᐃᛶ䛜ቑ኱䛩䜛䛯䜑䚸౪⤥㟁ຊ䛾☜ಖ䜢┠ᣦ䛩䛣䛸㔜せど䛥䜜䛶䛔䜛䚹䛭䛾䜘䛖䛺⎔ቃୗ䛷䛿䚸☜⋡ⓗ䛺౪⤥ಙ㢗ᗘ䛾◊✲䛜ᛴົ䛸䛺䛳䛶䛔䜛䚹䛣䛾◊✲䛷䛿䚸┠ⓗ㛵ᩘ䛸䛧䛶㏦㟁䝛䝑䝖䝽䞊䜽䛷Ⓨ⏕☜⋡䛾᭱኱໬䚸䛛䛴౪⤥ᨭ㞀㟁ຊ䛾᭱኱໬䜢‶㊊䛩䜛⣔⤫≧ែ䜢䝟䝺䞊䝖ゎ㞟ྜ䛸䛧䛶ồ䜑䜛䛯䜑䛻䚸☜⋡ⓗ䝅䝭䝳䝺䞊䝅䝵䞁ἲ䛷䛒䜛䝰䞁䝔䜹䝹䝻䝅䝭䝳䝺䞊䝅䝵䞁䛷䛿䛺䛟䛶ከ┠ⓗ䝯䝍䝠䝳䞊䝸䝇䝔䜱䜽䝇䛷ホ౯䛩䜛ᡭἲ䜢ᥦ᱌䛧䛯䚹ᥦ᱌ἲ䛻䛚䛔䛶ලయⓗ䛻䝟䝺䞊䝖ゎ䜢ồ䜑䜛ᡭἲ䛿ከ┠ⓗ䝯䝍䝠䝳䞊䝸䝇䝔䜱䜽䝇䛷䛒䜛䠯䠬䠡䠝䠎(Strength Pareto Evolution Algorithm 2)䛻䛚䛔䛶ゎ䛾ከᵝᛶ䛻䛴䛔䛶ຠ⋡䛾䜘䛔ᡓ␎䜢ᑟධ䛧䛯䛯䜑䚸㠀ᖖ䛻Ⰻዲ䛺⤖ᯝ䛜ᚓ䜙䜜䛯䚹䛣䛣䛷䚸䠯䠬䠡䠝䠎䛿䠣䠝䜢ᇶ䛻䛧䛶⪃᱌䛥䜜䛯ከ┠ⓗ䝯䝍䝠䝳䞊䝸䝇䝔䜱䜽䝇䛷䛒䜛䛜䚸ゎ᥈⣴䛾೵⁫䛜ሗ࿌䛥䜜䛶䛔䜛ㄢ㢟䛜䛒䛳䛯䚹䛭䛣䛷䚸ᥦ᱌䛧䛯ᡓ␎䛸䛿䚸䝅䜵䜰䝸䞁䜾㛵ᩘ䛻ไ⣙᮲௳䜢ㄢ䛩᪉ἲ䛷ゎ䛾ከᵝᛶ䜢ᐇ⌧䛧䚸ゎ᥈⣴䜢ຠᯝⓗ䛩䜛䛣䛸䛷䛒䜛䚹᣿ᗡἼἋἁἰ἟ἊἳὅἚỉ᭗ࡇ҄ ᴾ
Ḙᴾ ‫ ׎‬ͺ ̖ ఍ Ὁᅈ ͺ ̖ ఍ Ў ௌᴾ Ḙ
KARIYA TakeakiᴾА‫ދ‬നଯ

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৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈ৑Ճ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹᲦǰȭȸȐȫȷȓ Ǹȍǹᄂᆮᅹ૙੉ ɟ೛‫ܖٻ‬Ӹᛎ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ᣿ᗡ߻‫ܖ‬Ღ2J&ȷȟȍǽǿ‫ܖٻ‬Ღྸ‫ܖ‬Ҧٟȷʋ߸‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ᣿ᗡƷȢȇȪȳǰƓǑƼᚐௌ㻌 䠎䠌䠌䠒ᖺ䠕᭶䛛䜙䠎䠌䠍䠌ᖺ䠔᭶䜎䛷䛾᪥ᮏᅜമ౯᱁䝕䞊䝍䛸⡿ᅜᅜമ౯᱁䝕䞊䝍䛻ᇶ䛵䛔䛶䚸ྛ᭶ᮎ᫬䛾䜽䝻䝇䝉䜽䝅䝵䞁䡿䢚䡬䡼䛻䜘䜚䚸౯᱁䝰䝕䝹䜢᥎ᐃ䛧䚸౯᱁䛻ᑐ䛧䛶䚸ᖐ↓௬ㄝ H0䠖ᒓᛶຠᯝ䛺䛧䚸㻌䛻ᑐ䛧䛶䚸ᑐ❧௬ㄝ H1䠖‶ᮇ㑅ዲ䛾ᒓᛶ䛒䜚䚸H2:䜽䞊䝫䞁㑅ዲ䛾ᒓᛶ䛒䜚䚸H3:‶ᮇ㑅ዲ䞉䡴䡬䢊䢛䢙ᒓᛶ䛒䜚䚸䜢᳨ᐃ䛧䛯䚹䛭䛾⤖ᯝ䚸䛩䜉䛶䛾᫬Ⅼ䛻䛚䛔䛶䚸䛩䜉䛶䛾ᑐ❧௬ㄝ䛻ᑐ䛧䛶ᖐ↓௬ㄝ䜢Რ༷䛩䜛䛜䚸䛭䛾ព࿡䛿䚸ᩘ⌮䝣䜯䜲䝘䞁䝇䛾↓⿢ᐃ⌮ㄽ䛾䝟䝷䝎䜲䝮䜢ྰᐃ䛩䜛䛸䛔䛖ព࿡䛷㔜せ䛷䛒䜛䚹㻌 䛣䛾஦ᐇ䛻ᇶ䛵䛔䛶䚸♫മ౯᱁䛾ᇶ♏ศᯒ䜢⾜䛳䛯䚹䠎䠌䠍䠌ᖺ䠔᭶ᮎ䛷䛾♫മ౯᱁䛻ᑐ䛧䛶䚸ᴗ✀䛸᱁௜䛾᝟ሗ䜢⏝䛔䛺䛜䜙䚸ᅜമ౯᱁䛻ᑐ䛧䛶♫മ౯᱁䝇䝥䝺䝑䝗䜢⟬ฟ䛩䜛䚹䛭䛾ሙྜ䚸ୖ䛷䛾௬ㄝ᳨ᐃ䛾⤖ᯝ䛻䜘䜚䚸♫മ䛾‶ᮇ䛸䜽䞊䝫䞁䜢⪃៖䛧䛯䛂↓䝸䝇䜽♫മ౯᱁䛃䠄ᅜമ⌮ㄽ౯᱁䠅䜢᥎ᐃ䛧䚸ᕷሙ♫മ౯᱁䛛䜙䛣䛾↓䝸䝇䜽౯᱁䜢ᕪ䛧ᘬ䛝䚸䝇䝥䝺䝑䝗䜢ศᯒ䛧䛯䚹䛣䛾⤖ᯝ䚸᱁௜䛡఍♫䛾᱁௜䛡䛜ᴗ✀ෆ䛷䛺䛟ᴗ✀ᅗ䠍㻌 ౯᱁䝇䝥䝺䝑䝗䛾ᇶ♏ศᯒ䠄䠎䠌䠍䠌䠊䠔䠅㛫䛻ᑐ䛧䛶ᩚྜⓗ䛷䛺䛔䛸ุ᩿䛥䜜䜛䛾䛷䚸⌧ᅾ䝇䝥䝺䝑䝗䛻ᇶ䛵䛔䛶⤫ィⓗ䛺᱁௜䛡䜢⾜䛖᪉ἲ䜢⪃ᐹ䛧䛶䛔䜛䚹ᅗ䠍ཧ↷䚹㻌 䛥䜙䛻䚸Kariya(2012)䛾ᥦ᱌䛩䜛♫മ౯᱁䝰䝕䝹䛾䜒䛸䛷䚸ᴗ✀䛸᱁௜䛡䛾᝟ሗ䛾䜒䛸䛻䝕䜱䝣䜷䝹䝖☜⋡䛾ᮇ㛫ᵓ㐀䜢ᑟฟ䛩䜛◊✲䜢䛧䛶䛔䜛䚹௨ୗ䛾ᅗ䠎䛿䛭䛾୍㒊䠄㟁ຊ䛾䜏䠅䛷䛒䜛䚹
䛣䛾◊✲䛿䚸สᒇ䞉ᒣᮧ䞉஝䞉⋤䛾ඹྠ◊✲䚹ᅗ䠎㻌 䝕䜱䝣䜷䝹䝖☜⋡䛾ᮇ㛫ᵓ㐀䠄䠎䠌䠍䠌䠊䠔䠅㻌㻌 ᅇ཰⋡䠙䠌㻌 㻹䠌䠉㻹㻟 䛿௬ㄝ 㻴㻜㻙㻴㻟 䛻ᑐᛂ㻌

Kariya, T.(2012) A CB (corporate bond) pricing model for deriving default probabilities and recovery rates,
To appear from Contributions to Probability and statistics in honor of Morris L. Eaton, Institute ofMathematical Statistics

Modeling Group

ᄂᆮಒᙲ

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‫ܤ‬μ‫ܖ‬ỉ˳ኒ҄ểᴾἋἰὊἚἂἼἕἛ‫ܤ‬μࣱồỉᢘဇᴾ

ᴾ

Ӽോ૎ဏ

MUKAIDONO Masao৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈи৑ᧈ ଢ඙‫ܖ߻ྸܖٻ‬ᢿ૙੉‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ‫ܤ‬μ‫ܖ‬Ღ߻‫ܖ‬Ҧٟȷଢ඙‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ɧᄩ‫ܭ‬ƳǷǹȆȠƷȢȇȪȳǰƓǑƼᚐௌᄂᆮಒᙲ

Modeling Group䝅䝇䝔䝮䛾Ᏻ඲ᛶ☜ಖ䛿䚸ᢏ⾡ⓗഃ㠃(౛䛘䜀䚸≀⌮䚸໬Ꮫ䚸ᩘ⌮䚸ᕤᏛⓗഃ㠃➼)䛰䛡䛷䛿ᐇ⌧䛷䛝䛺䛔䚹䝅䝇䝔䝮䜢タィ䚸㐠⏝䚸⟶⌮䛩䜛ே䛻㛵䛩䜛ே㛫ⓗഃ㠃(౛䛘䜀䚸ே㛫ᕤᏛ䚸ㄆ▱⛉Ꮫ䚸ᚰ⌮Ꮫ䚸㘒ㄗ䚸Ᏻ඲ព㆑ⓗഃ㠃➼)䚸ཬ䜃䚸䝅䝇䝔䝮䛾タィ䚸㐠⏝䚸⟶⌮䚸ಖᏲ➼䛻㛵䛩䜛䝹䞊䝹䜔ᇶ‽䛺䛹䛾⤌⧊ⓗഃ㠃(౛䛘䛿Ᏻ඲ᇶ‽䚸⟶⌮యไ䚸ἲᚊ䚸ᶆ‽䚸♫఍ไᗘ➼䛾௙⤌䜏)䛾୕ഃ㠃䛜䚸᭦䛻䚸䛭䛾ୖ䛻Ᏻ඲䛾⌮ᛕⓗഃ㠃(౛䛘䜀䚸Ᏻ඲ဴᏛ䚸Ᏻ඲ᛮ᝿䚸Ᏻ඲ᩥ໬)䜢⨨䛝䚸䛭䛾ୗ䛻⤫୍ⓗ䛻䚸ᩚྜⓗ䛻䚸⥲ྜⓗ䛻㐺⏝䛥䜜䛺䛡䜜䜀䛺䜙䛺䛔䚹䛣䛾䜘䛖䛺᪂䛧䛔Ꮫၥ䛿䚸⮬↛⛉Ꮫ䚸ேᩥ⛉Ꮫ䚸♫఍⛉Ꮫ䜢ໟྵ䛧䛯㡿ᇦᶓ᩿ⓗ䛺䜒䛾䛷䛒䜚䚸➹⪅䛿䛣䜜䜢䛂Ᏻ඲Ꮫ䛃䛸ྡ௜䛡䛶䚸䛭䛾య⣔໬䛻ྲྀ䜚⤌䜣䛷䛔䜛䚹䛣䛣䛷䛾㔜せ䛺せᅉ䛿䚸Ᏻ඲䛸䛔䛖ᐈほᛶ䛾ᇶ䛵䛟⛉Ꮫⓗ஦ᐇ䛸䚸䛭䜜䜢ཷ䛡ධ䜜䜛౯್ほ䛻ᇶ䛵䛟ே㛫䛾୺ほⓗ䛺Ᏻᚰ䛸䛾㛵ಀ䛷䛒䜚䚸䝅䝇䝔䝮䛻䛚䛡䜛୙☜ᐃᛶ䛿䚸䝅䝇䝔䝮䛸ே㛫䛸䛾䛿䛦䜎䛻኱䛝䛟ᶓ䛯䜟䛳䛶䛔䜛䚹㻌 ᮏᖺᗘ䛿䚸Ᏻ඲Ꮫࡢయ⣔໬࡜ࡑࡢ᭱ୖ఩࡟఩⨨௜ࡅࡉࢀࡿᏳ඲ᛮ᝿࡟ࡘ࠸࡚⪃ᐹࡋࠊࡑࡢ⪃࠼᪉ࢆࠊᑗ᮶ࠊᾘ㈝⪅࡜࢖ࣥࣇࣛࢫࢺࣛࢡࢳࣕࢆໟྵࡍࡿࢩࢫࢸ࣒࡟Ⓨᒎࡍࡿࡇ࡜ࡀ☜ᐇどࡉࢀ࡚࠸ࡿࢫ࣐࣮ࢺࢢࣜࢵࢻࡢᏳ඲ᛶ࡜ࢭ࢟ࣗࣜࢸ࢕࡟ᑐࡋ࡚㐺⏝ࡍࡿࡇ࡜ࢆヨࡳࡓࠋཧ⪃ᩥ⊩(1) ྥẊᨻ⏨䚸Ᏻ඲Ꮫ䛾య⣔໬䛻䛴䛔䛶䡚Ᏻ඲᭭ⲷ⨶䜢䝧䞊䝇䛻⪃䛘䜛䡚䚸᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍ㄅ䚸Vol.4, pp.47-53, ᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍, 2011-8(2) ྥẊᨻ⏨䚸Ᏻ඲タィ䛾ᛮ᝿䚸⚟ᓥ➨୍ཎᏊຊⓎ㟁ᡤ஦ᨾᚋ䛾㟁Ẽ䜶䝛䝹䜼䞊䛾෇⁥䛺౪⤥䛻ྥ䛡䛶䚸pp.7-10, EAJ Information, No.150,᪥ᮏᕤᏛ䜰䜹䝕䝭䞊, 2011-12(3) Amy Poh Ai Ling , Masao Mukaidono, Selection of Model in Developing Information Security
Criteria on Smart Grid Security System, Journal of Convergence, Vol.2, No.1, pp.39-46, 2011-6(4) Amy Poh Ai Ling and Masao Mukaidono, Grid Information Security Functional Requirement
Fulfilling Information Security of a Smart Grid System, International Journal of Grid Computing &Applications, Vol. 2, No. 2, pp. 1–19, 2011-6(5) Amy Poh Ai Ling and Masao Mukaidono, Smart Grid Information Security (IS) Functional
Requirement, International Journal of Emerging Sciences, Vol.1, No.3, pp. 371-386, 2011-9

∈⇭∑૾ᆉࡸ↚ྵ↻↺‒ᆰ᧓᩼ɟಮࣱ↝ᚐௌ

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൷ဋ࠳‫ ٽ‬IKEDA Kota

ᄂᆮಒᙲ㸦㸯㸧ࢠ࣮࣮࣭࣐ࣛ࢖ࣥࣁࣝࢺ᪉⛬ᘧࡢࢩࣕࢻ࢘⣔࡟࠾ࡅࡿࢫ࣏ࢵࢺࣃࢱ࣮ࣥࡢᙧᡂ㐣⛬ࡢゎᯒ ࢫ࣏ࢵࢺࣃࢱ࣮ࣥࢆ⏕ᡂࡍࡿ᪉⛬ᘧ࡜ࡋ࡚▱ࡽࢀࡿࢠ࣮࣮࣭࣐ࣛ࢖ࣥࣁࣝࢺ⣔࡟ᑐࡋ࡚ࠊࢩ
ࣕࢻ࢘⣔ࢆ⪃࠼ࡿࠋࡇࡢ⣔ࡣࢳ࣮ࣗࣜࣥࢢ୙Ᏻᐃᛶ࡟㢮ఝࡋࡓᛶ㉁ࢆᣢࡘࡓࡵࠊ」ᩘࡢ୙Ᏻᐃ
࣮ࣔࢻࢆᣢࡘࠋࡇࢀࡣከᩘࡢࢫ࣏ࢵࢺࣃࢱ࣮ࣥࡀᙧᡂࡉࢀᚓࡿࡇ࡜ࢆព࿡ࡋ࡚࠸ࡿࡀࠊ᭱⤊ⓗ࡟ࡣࢫ࣏ࢵࢺࡀ㸯ࡘࡔࡅ⌧ࢀࡿ✵㛫ࣃࢱ࣮ࣥࡋ࠿⌧ࢀ࡞࠸ࠋᮏ◊✲࡛ࡣࠊ」ᩘಶࡢࢫ࣏ࢵࢺࣃ
ࢱ࣮ࣥࡀᡂ㛗ࡋࠊࡸࡀ࡚㸯ࡘࡢࢫ࣏ࢵࢺ࡟཰᮰ࡍࡿ㐣⛬ࢆᢅࡗࡓࠋࢫ࣏ࢵࢺࡢ᣺ᖜࡔࡅࢆᮍ▱㛵ᩘ࡟ᣢࡘᖖᚤศ᪉⛬ᘧࢆࠊ೫ᚤศ᪉⛬ᘧ࠿ࡽᙧᘧⓗ࡟ᑟฟࡋࠋゎᯒࢆ⾜ࡗࡓࠋࢫ࣏ࢵࢺࡀࡕ
ࡻ࠺࡝㸰ࡘᏑᅾࡋࠊࡑࡢ᣺ᖜࡀ␗࡞ࡿሙྜࠊ᭱⤊ⓗ࡟ࡣ 1 ࡘࡢࢫ࣏ࢵࢺࢆᣢࡘ✵㛫ࣃࢱ࣮ࣥ࡟
཰᮰ࡍࡿࡇ࡜ࡀド࡛᫂ࡁࡓࠋࡲࡓࠊ඲࡚ࡢᖹ⾮Ⅼࡢ⥺ᙧᏳᐃᛶゎᯒࢆᐇ⾜ࡋࠊHopf ศᒱⅬࢆࣃ࣓࣮ࣛࢱ࡛⾲♧ࡍࡿࡇ࡜࡟ᡂຌࡋࡓࠋ

㸦㸰㸧༡ᴟῐỈ†἟࡟ぢࡽࢀࡿࢥࢣ–⸴㢮⩌㞟ࡢ✵㛫ศᕸ ༡ᴟῐỈ†἟࡟ぢࡽࢀࡿࢥࢣ⸴㢮⩌㞟ࠊ࠸ࢃࡺࡿࠕࢥࢣᆓ୺ࠖࡀᏑᅾࡍࡿᆅᖏࢆಠ▔ࡍࡿ࡜ࠊྠ୍ࡢ†἟࡛࠶ࡗ࡚ࡶࠊࢥࢣᆓ୺ࡀᯘ❧ࡍࡿ῝ࡉ࡟ࡼࡗ࡚኱ࡁࡉࡸ➼㛫㝸ᛶࡀ␗࡞ࡿࠋᮏ
◊✲࡛ࡣࠊᩘ⌮ࣔࢹࣝࢆ⏝࠸࡚ࢥࢣᆓ୺ࡢ✵㛫ⓗ࡞㓄⨨࡜†἟ࡢ῝ࡉࡢ㛵ಀᛶࢆ᫂ࡽ࠿࡟ࡋࠊ
ࢥࢣᆓ୺ࡀ➼㛫㝸࡟୪ࡪせᅉࢆᶍ⣴ࡋࡓࠋࢥࢣᆓ୺ࡢฟ⌧⋡࡜ᙳࡢᙳ㡪ࢆ⪃៖ࡋᩘ್ゎᯒࢆ⾜ࡗࡓ⤖ᯝࠊᙳࡢᙳ㡪ࡀᑠࡉ࠸ሙྜࠊ᪂ࡓ࡞ࢥࢣᆓ୺ࡀฟ⌧ࡍࡿ☜⋡ࡀ㧗࠸࡜➼㛫㝸࡟࡞ࡾࡸࡍ
ࡃࠊᙳࡢᙳ㡪ࡀ኱ࡁ࠸ሙྜࠊฟ⌧⋡ࡀ㧗࠸࡜➼㛫㝸ᛶࡀኻࢃࢀࡿࡇ࡜ࡀ♧၀ࡉࢀࡓࠋࢥࢣᆓ୺
ࡣ⹊㢮࡜⸴㢮ࡀ」ᩘ✀ΰᅾࡍࡿࡇ࡜࡛ᙧᡂࡉࢀ࡚࠾ࡾࠊࡇࢀࡽࡢ✀ࡢ➇த㛵ಀ࡜ᙉගࡢᡂ㛗㜼ᐖࡢ㐪࠸ࡀほ ࡉࢀ࡚࠸ࡿࠋ➼㛫㝸ᛶࢆỴᐃࡍࡿせᅉ࡜ࡋ࡚ᥖࡆࡓࢥࢣᆓ୺ࡢฟ⌧⋡ࡣࠊ」ᩘ
✀ࡢᡂ㛗ᡓ␎࡜†἟ࡢ῝ࡉࡢ㛵ಀ࠿ࡽỴࡵࡽࢀࡿ࡜⪃࠼࡚࠸ࡿࠋࡋࡓࡀࡗ࡚ࠊ✀ࡢᡂ㛗ᡓ␎ࢆ᫂ࡽ࠿࡟ࡍࡿࡇ࡜࡛ࠊ➼㛫㝸ᛶࢆㄝ࡛᫂ࡁࡿ࡛࠶ࢁ࠺ࠋ

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹཎ˓ᜒࠖ
ȷி҅‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ Ӓࣖਘ૝૾ᆉࡸᲦȑǿȸȳ࢟঺բ᫆Ʒૠྸႎᚐௌ

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ဃཋ∝໯ဃཋ↝‒ᨼ‫ׇ‬ⅻ࢟঺ↈ↺ᆃࡀ⇷⇥∞∙‒
஛௅ , ̮ࢠ SUEMATSU J. Nobuhiko৑ ‫ ޓ‬ȷ ࢫ Ꮀ Ჴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹཎ˓ᜒࠖ
ȷሇඬ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮ Ჴ ཋྸ҄‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾ Ჴ ࣇဃཋƷᨼ‫ׇ‬ᢃѣƴǑǔ߾ᙻႎƳ଺ᆰ᧓ȑǿȸȳᲦ໯ဃཋኒᐯ
ࢷᢃѣቩ‫܇‬Ʒᨼ‫ׇ‬ᢃѣᲦᅕኺ᠆ኧƷኽӳኒƴƓƚǔᄩྙσᯚGCOE Research Fellowsᄂᆮಒᙲ䜰䝸䛾⾜ิ䜔㨶䛾⩌䜜䠈Ώ䜚㫽䛾㝲ิ䛺䛹䠈⏕≀䛷䛿㞟ᅋ㐠ື䛻䜘䜛᫬✵㛫䝟䝍䞊䞁䛾ᙧᡂ䛜ㄆ䜑䜙䜜䜎䛩䚹䛣䜜䜙䛾㞟ᅋ䝟䝍䞊䞁䛿㑇ఏᏊ䛻䝥䝻䜾䝷䝮䛥䜜䛶䛔䜛䜟䛡䛷䜒䠈ಶయ䛾㐠ື≉ᛶ䛜」㞧䛺䜟䛡䛷䜒䛒䜚䜎䛫䜣䚹༢⣧䛺ಶయ䛾㐠ື≉ᛶ䛛䜙㞟ᅋ䛾⛛ᗎᵓ㐀䛜⏕䜎䜜䜛ᶵᵓ䛾ゎ᫂䛿䠈⏕࿨⌧㇟䜢⌮ゎ䛩䜛୍䛴䛾᭷ຠ䛺ᡭẁ䛷䛩䚹ᮏ◊✲䛷䛿䠈༢య䛾ᣲື䛜ẚ㍑ⓗ༢⣧䛺䠈ᚤ⏕≀䜔⮬Ⓨⓗ䛻㐠ື䛩䜛↓⏕≀䛥䜙䛻䛿໬Ꮫ཯ᛂἼ䜢ᑐ㇟䛸䛧䛶䚸䛭䜜䜙䛾㞟ᅋ㐠ື䜢ほᐹ䛧䠈Ⓨ⌧䛥䜜䜛᫬✵㛫䝟䝍䞊䞁䛾ᙧᡂᶵᵓ䛾ゎ᫂䜢ヨ䜏䛶䛔䜎䛩䚹䝭䝗䝸䝮䝅䛸䛔䛖ᚤ⏕≀䛿ග䛻ᑐ䛧䛶ᛂ⟅䛧䜎䛩䚹ᙉ䛔ග䜢↷ᑕ䛩䜛䛸䚸ග※䜢㑊䛡䜛᪉ྥ䛻㐟Ὃ䛩䜛䛂㈇䛾㉮ගᛶ䛃䜢♧䛧䜎䛩䚹䛣䛾ᚤ⏕≀䛾ᇵ㣴ᾮ䜢ᐦ㛢䛧䛯ⷧ䛔ᐜჾ䛻㛢䛨㎸䜑䛶䚸ୗ䛛䜙ᙉ䛔ග䜢↷ᑕ䛩䜛䛸䚸⣽⬊ᐦᗘ䛾㧗䛔㡿ᇦ䛜䝇䝫䝑䝖≧䛻ᙧᡂ䛥䜜䜎䛩䚹䛣䛾⣽⬊ᐦᗘ䛾᫬✵㛫䝟䝍䞊䞁䛿ᑐὶ䛻䜘䜚ᙧᡂ䛥䜜䛶䛔䜎䛩䚹㔜せ䛺䛾䛿䚸䛣䛾ᑐὶ䝟䝍䞊䞁䛜ᒁᡤⓗ䛻ᙧᡂ䛥䜜䜛䛸䛔䛖䛣䛸䛷䛩䚹䛣䛾ᒁᅾ໬䛜䛹䛾䜘䛖䛺ᶵᵓ䛷ᘬ䛝㉳䛣䛥䜜䜛䛾䛛䜢᫂䜙䛛䛻䛩䜛䛯䜑䛻䚸ᑐὶ䝟䝍䞊䞁䛾ගᙉᗘ౫Ꮡᛶ䛻䛴䛔䛶ㄪ䜉䛶䛔䜎䛩䚹䛭䛾⤖ᯝ䚸ගᙉᗘ䛜㧗䛟䛺䜛䛸✵㛫࿘ᮇ䛜▷䛟䛺䜛䛣䛸䛜ศ䛛䜚䜎䛧䛯䠄ᅗ䠍䠅䚹䛣䜜䜙䛾⤖ᯝ䜢ᩘ⌮䝰䝕䝹䛸ẚ㍑䛧䚸ᒁᅾ໬䛾ᶵᵓゎ᫂䜢㐍䜑䛶䛔䜎䛩䚹↓⏕≀⣔䛷䛿䚸Ỉ㠃䜢⮬Ⓨⓗ䛻⁥㉮䛩䜛ᶋ⬻⯪䛻╔┠䛧䛶䛔䜎䛩䚹᪤䛻䚸ᶋ⬻⯪䜢䠍ḟඖỈ㊰䛻ከᩘᾋ䛛䜉䜛䛸䚸஺㏻ὶ䛻㢮ఝ䛧䛯ᣲື䛜☜ㄆ䛷䛝䜛஦䚸䛚䜘䜃ሢ䛷⁥㉮䛩䜛䜽䝷䝇䝍䞊䝰䞊䝗䜢ᐇ㦂ⓗ䛻☜ㄆ䛧䚸๓⪅䛻䛴䛔䛶䛿ᩘ⌮䝰䝕䝹䛷⌮ㄽⓗ䛺ゎᯒ䜢⾜䛳䛶䛚䜚䜎䛧䛯䚹௒ᖺᗘ䛿䚸ᚋ⪅䛾䜽䝷䝇䝍䞊䝰䞊䝗䛻䛴䛔䛶䚸ᗈᓥ኱Ꮫ䛾す᳃ᣅᩍᤵ䛸䛭䛾኱Ꮫ㝔⏕䛸ඹྠ䛷ᩘ⌮ⓗ䛺ゎᯒ䜢㐍䜑䜎䛧䛯䚹⌧ᅾ䛿䚸䛭䛾⤖ᯝ䜢ཷ䛡䛶ᐇ㦂䛷䜽䝷䝇䝍䞊䝰䞊䝗䛜⌧䜜䜛᮲௳䜢᥈⣴䛧䛶䛔䜎䛩䚹䛥䜙䛻䚸䠎ḟඖ䛻ᣑᙇ䛧䚸ᶋ⬻⢏䛾㞟ᅋ䛜㐠ື䛸೵Ṇ䜢⧞䜚㏉䛩㞟ᅋ㛫Ḟ㐠ື䜢ほᐹ䛧䜎䛧䛯䠄ᅗ䠎䠅䚹䛣䛾⌧㇟䛿䛴䜎䜚䚸༢య䛷䛿⌧䜜䛺䛛䛳䛯᫬㛫ⓗ⛛ᗎ䛜㞟ᅋ䛷Ⓨ⌧䛥䜜䛯㞟ᅋ㐠ື䛸䛺䜚䜎䛩䚹㻌 㻌
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NAKAMURA Kazuyukiᄂᆮಒᙲᮏᖺᗘ䛿䠈⢏Ꮚ䝣䜱䝹䝍䛸䛭䜜䛻ᇶ䛵䛟䝕䞊䝍ྠ໬䛾ලయⓗ䛺ᛂ⏝䠈䛺䜙䜃䛻⤒῭᫬⣔ิゎᯒ䜢୰ᚰ䛻◊✲䜢㐍䜑䛯䚹䝕䞊䝍ྠ໬䛸䛿䠈ᐇ㝿䛾⌧㇟䜢ᶍೌ䛩䜛ィ⟬ᶵ䝅䝭䝳䝺䞊䝅䝵䞁䛸䠈⌧ᐇ䛻ほ䛧䛶᪂䛯䛺▱ぢ䜢⋓ᚓ䛧䠈䜎䛯ᐇ⌧㇟䛾ண䛥䜜䛯䝕䞊䝍䜢⤫ྜ⢭ᗘ䜢ྥୖ䛩䜛ᡭἲ䛷䛒䜛䚹㏆ᖺ䛾᝟ሗ㏻ಙᢏ⾡䛸ィ⟬ᢏ⾡䛾Ⓨ㐩䛻క䛳䛶䠈ᖜᗈ䛔ศ㔝䛷ᛂ⏝䛥䜜䜛䜘䛖䛻䛺䛳䛶䛝䛶䛔䜛䚹ᮏᖺᗘ䜒᫖ᖺᗘ䛻ᘬ䛝⥆䛝䠈⢏Ꮚ䝣䜱䝹䝍䛻䜘䜛䝕䞊䝍ྠ໬䛻䛴䛔䛶◊✲䜢㐍䜑䛯䚹㠀⥺ᙧ᫬⣔ิゎᯒᡭἲ䛷䛒䜛⢏Ꮚ䝣䜱䝹䝍䛿䠈䝕䞊䝍ྠ໬㐺⏝䛻䛚䛡䜛᭷ຊ䛺ᡭἲ䛾୍䛴䛷䛒䜛䚹䛧䛛䛧䠈ከ㔞䛾ィ⟬ᶵ㈨※䜢ᚲせ䛸䛩䜛䛯䜑䛻䠈౛䛿ቑ䛘䛶䛝䛶䛔䜛䜒䛾䛾ᮍ䛰༑ศ䛷䛿䛺䛔䚹ᮏᖺᗘ䛿䠈ᆅ┙ᕤᏛ䝕䞊䝍ྠ໬䛸⤒῭≀⌮Ꮫ䝰䝕䝹䝕䞊䝍ྠ໬䜈䛾㐺⏝䛻䛴䛔䛶䛥䜙䛻◊✲䜢㐍䜑䛯䚹㻌 ᆅ┙ᕤᏛ䝕䞊䝍ྠ໬䛻䛴䛔䛶䛿䠈ᆅ┙䝕䞊䝍ゎᯒ䛾◊✲䜢ி㒔኱Ꮫ䞉ᒸᒣ኱Ꮫ䛾◊✲⪅䛸๓ᖺᗘ䛻ᘬ䛝⥆䛝㐍䜑䛯䚹≉䛻䠈䛣䜜䜎䛷㐍䜑䛶䛝䛯 SIS ἲ䛻䜘䜛ᙎረᛶᆅ┙ኚᙧ䝕䞊䝍ྠ໬䛻䛴䛔䛶⥙⨶ⓗ䛺ゎᯒ䜢⾜䛔䠈䛭䛾᭷ຠᛶ䞉㐺⏝ᛶ䜢ணᛶ⬟䛸䝟䝷䝯䞊䝍᥎ᐃ䛾୧㠃䛷☜ㄆ䛧䛯䚹◊✲ᡂᯝ䛿ඹⴭㄽᩥ䛸䛧䛶ᢞ✏୰䛷䛒䜛䚹㻌 ⤒῭≀⌮Ꮫ䝰䝕䝹䛷䛒䜛 PUCK 䝰䝕䝹䛻䛴䛔䛶䛿䠈๓ᖺᗘ䛻ᘬ䛝⥆䛝䠈⢏Ꮚ䝣䜱䝹䝍䛻䜘䜛䝫䝔䞁䝅䝱䝹୰ᚰ䛸≧ែ䛾┤᥋᥎ᐃ䜰䝹䝂䝸䝈䝮䛻䛴䛔䛶◊✲䜢㐍䜑䛯䚹ຍ䛘䛶䠈ᕷሙ≧ែ䛻㐺䛧䛯ศᕸ䛾ᵓᡂ䛸⢏Ꮚ䝣䜱䝹䝍䜢⤌䜏ྜ䜟䛫䜛䛣䛸䛷䠈㧗㏿䛻ᕷሙ䛾≧ែ䜢᥎ᐃ䛩䜛䜰䝹䝂䝸䝈䝮䜢䠈ᮾᕤ኱㧗Ᏻ෸ᩍᤵ䛺䜙䜃䛻⏤Ⰻ჆ၨẶ䛸䛸䜒䛻᪂䛯䛻㛤Ⓨ䛧䛯䚹ᙜヱᡭἲ䛻䛴䛔䛶䛿ඹྠ䛷≉チฟ㢪䛩䜛䛸䛸䜒䛻䠈㧗Ᏻ⚽ᶞᐈဨᩍᤵ䜒ຍ䜟䛳䛶ㄽᩥ໬䜢㐍䜑ᢞ✏䛧䛯䚹㻌 ⤒῭᫬⣔ิゎᯒ䛻䛴䛔䛶䛿䠈୰ᅜඖ䛾Ⅽ᭰᫬⣔ิ䛺䜙䜃䛻 BRICs ㅖᅜ䛾ᰴ౯᫬⣔ิ䛻ᑐ䛧䛶
KM2O-䝷䞁䝆䝳䞂䜯䞁᪉⛬ᘧㄽ᪉⛬ᘧㄽ䛻ᇶ䛵䛟ゎᯒ䜢⾜䛳䛯䚹ᡭἲ㠃䛷䛿䠈䠎✀㢮䛾᪂䛧䛔ゎᯒᡭἲ䜢኱Ꮫ㝔⏕䛸䛸䜒䛻㛤Ⓨ䛧䛯䚹୍䛴䜑䛿䠈䝎䜲䝘䝭䜽䝇ゎᯒ䛾⤖ᯝ䜢䜽䝷䝇䝍䝸䞁䜾䛩䜛䛣䛸䛷䠈㢮ఝ᫬⣔ิ㛫䛾䝎䜲䝘䝭䜽䝇䛾㐪䛔䜢Ⓨぢ䛩䜛ᡭἲ䛷䛒䜚䠈䜒䛖୍䛴䛿䠈ᅉᯝゎᯒ䛸䝖䝺䞁䝗䝰䝕䝹䜢⏝䛔䛯ศ㞳䜢⤌䜏ྜ䜟䛫䜛䛣䛸䛷䠈㛗ᮇ䝇䜿䞊䝹䛾ᅉᯝᛶ䛸▷ᮇ䝇䜿䞊䝹䛾ᅉᯝᛶ䛻ศ㞳䛩䜛ᡭἲ䛷䛒䜛䚹๓⪅䜢୰ᅜඖ䛾ᑐྛᅜ᫬⣔ิ䛻㐺⏝䛩䜛䛣䛸䛷䠈㤶䝗䝹䛻ᑐ䛩䜛ᣲື䛾㐪䛔䜢᫂䜙䛛䛻䛧䛯䚹䛥䜙䛻䠈୰ᅜ䛾ᆅ౯ᨻ⟇䛻䜘䜛ᙳ㡪䛾♧၀䜒ᚓ䛯䚹ᚋ⪅䛿㈨※౯᱁䛸 BRICs ㅖᅜ䛾㛫䛾ᅉᯝゎᯒ䛻⏝䛔䜙䜜䠈ㅖᅜ㛫䛷ᙳ㡪䛾ᙉ䛥䛰䛡䛷䛺䛟䠈᫬㛫䝇䜿䞊䝹䛾㐪䛔䛜䛒䜛䛣䛸䜒᫂䜙䛛䛻䛧䛯䚹

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ Ꮀ Ჴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹཎ˓ᜒࠖ
ȷዮӳᄂᆮ‫ܖٻ‬ᨈ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮ Ჴ ወᚘᅹ‫ܖ‬ᲦҦٟᲢ‫ܖ‬ᘐᲣᄂ ᆮ ϋ ܾ Ჴ ଺ኒЗᲦ଺ᆰ᧓ȇȸǿƷወᚘႎȢȇȪȳǰƱᚐௌᲦ‫ྶע‬ཋྸ‫ܖ‬ȷ‫ע‬Ⴔ߻‫ܖ‬ȷဃԡᅹ‫ܖ‬ƴƓƚǔȇȸǿӷ҄

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᧤͌ἒỶἜἱἁἋửဇẟẺẆᴾ
ἒỶἜἱἁἋửཎࣉỀẬỦᴾᢡˡ‫܇‬἟ἕἚὁὊἁನᡯỉᚐௌᴾஙɦ̲ɟ KINOSHITA Shu-ichiᄂᆮಒᙲ৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢσӷᄂᆮՃᲣ
 )%1'ྵᝋૠྸ 52&ȷૼ๽‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠྸဃԡᅹ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ᢡˡ‫܇‬ȍȃȈȯȸǯƱᢡˡ‫܇‬ႆྵȑǿȸȳƷ᧙̞Ღᢡˡ‫܇‬ȍȃȈȯȸǯƷᡶ҄

GCOE Research Fellows㏆ᖺ䚸Ⓨ⏕䜔⣽⬊䛾ᶵ⬟ゎ᫂䛾ほⅬ䛛䜙㑇ఏᏊ䝛䝑䝖䝽䞊䜽ᵓ㐀䛸㑇ఏᏊⓎ⌧䛾㛵ಀ䜢᫂䜙䛛䛻䛩䜛◊✲䛜ᩘከ䛟⾜䜟䜜䛶䛔䜛䚹䛭䛾୰䛷䜒ᮏ◊✲䛷䛿⌧㇟ᩘ⌮Ꮫ䛾1 䛴䛾≉ᚩ䛷䜒䛒䜛༢⣧䛺䝰䝕䝹䜢⏝䛔㑇ఏᏊ䝛䝑䝖䝽䞊䜽ᵓ㐀䛸㑇ఏᏊⓎ⌧䛾㛵ಀ䜢᫂䜙䛛䛻䛩䜛஦䜢┠ᣦ䛧䚸≉䛻㑇ఏᏊⓎ⌧䛻ᙳ㡪䜢୚䛘䜛㑇ఏᏊ䝛䝑䝖䝽䞊䜽䛾ᙺ๭䜢᫂䜙䛛䛻䛧䛯䚹ᮏ◊✲䛷䛿᫖ᖺᗘ䠄2010 ᖺᗘ䠅䛻ᘬ䛝⥆䛝䚸E.Coli(k-12)䛾㑇ఏᏊ䝕䞊䝍䝧䞊䝇䠄RegulonDB version6.0 http://regulondb.ccg.unam.mx/䠅䛛䜙ᢳฟ䛧䛯㑇ఏᏊไᚚ䝛䝑䝖䝽
䞊䜽䠄GRNs䠅䜢⏝䛔䚸㑇ఏᏊⓎ⌧䝎䜲䝘䝭䜽䝇䛸䛧䛶䛿 F.Li ➼䠄Proc. Natl. Aad. Sci, 101, 4782 (2004)䠅䛜ᥦ᱌䛧䛯㜈್䝎䜲䝘䝭䜽䝇䜢᥇⏝䛧䛯䚹F.䠨䡅➼䛿 Yeast ⳦䛾⣽⬊࿘ᮇ䜢ไᚚ䛩䜛㑇ఏᏊ䝛䝑䝖䝽䞊䜽䜢⏝䛔䚸ୖグ䛾㜈್䝎䜲䝘䝭䜽䝇ゎᯒ䛛䜙䜰䝖䝷䜽䝍䞊ᩘ䚸basin䛾኱䛝䛥䚸basin 䛾ᵓ㐀➼䜢ㄪ䜉䜛஦䛷䚸⣽⬊࿘ᮇ䛜䝜䜲䝈䛻ᑐ䛧䛶䝻䝞䝇䝖䛷䛒䜛䛣䛸䜢᫂䜙䛛䛻䛧䛶䛔䜛䚹㜈್䝎䜲䝘䝭䜽䝇䛻䛚䛔䛶䚸䛒䜛㑇ఏᏊ䛜௚䛾㑇ఏᏊ䛻୚䛘䜛ᙳ㡪䛿⥲࿴ⓗ䛻ᢅ䜟䜜䚸ẚ㍑ⓗ኱䛝䛺䝃䜲䝈䛾䝛䝑䝖䝽䞊䜽䜢⏝䛔䛶䜒ィ⟬䝁䝇䝖䛜኱䛝䛟䛺䜚㐣䛞䛺䛔䛸䛔䛖฼Ⅼ䛜䛒䜛䚹䛣䜜䜎䛷䚸ᡃ䚻䛿䝷䞁䝎䝮䝤䞊䝸䜰䞁䝎䜲䝘䝭䜽䝇䠄RBD䠅䜢⏝䛔ேᕤⓗ䛺䝛䝑䝖䝽䞊䜽䠄䝇䜿䞊䝹䝣䝸䞊䝛䝑䝖䝽䞊䜽䠅ୖ䚸ཬ䜃 E.Coli 䛾㑇ఏᏊ䝛䝑䝖䝽䞊䜽ୖ䛷䛾䜰䝖䝷䜽䝍䞊ゎᯒ䜢⾜䛳䛶䛔䜛䚹䛭䛣䛷䚸ᇵ䛳䛯◊✲ᡭἲ䜢⏝䛔䚸㜈್䝎䜲䝘䝭䜽䝇䛸䠮䠞D 䛾䜰䝖䝷䜽䝍䞊䛾≉ᚩ䚸≉䛻䝁䜰䝛䝑䝖䝽䞊䜽䛾᥎ᐃ䜢⾜䛳䛯䚹
E.Coli 䛾㑇ఏᏊ䝛䝑䝖䝽䞊䜽ୖ䛷㜈್䝎䜲䝘䝭䜽䝇䜢ᐇ⾜䛧 1000 ಶ䛾ึᮇ䝃䞁䝥䝹䜢ྲྀ䜚䜰䝖䝷䜽䝍䞊䜢ㄪ䜉䛯⤖ᯝ䚸RBD 䛾䜰䝖䝷䜽䝍䞊䛸␗䛺䜚㜈್䝎䜲䝘䝭䜽䝇䛷䛿ึᮇ್䝃䞁䝥䝹⛬ᗘ䛾䜰䝖䝷䜽䝍䞊䛜䜏䛴䛛䛳䛯䚹䛣䛾஦䛿䝁䜰䝛䝑䝖䝽䞊䜽䛾᥎ᐃ䛜 RBD 䛸㜈್䝎䜲䝘䝭䜽䝇䛷䛿኱䛝䛟␗䛺䜛஦䜢ព࿡䛩䜛䚹䛥䜙䛻䚸䜰䝖䝷䜽䝍䞊䛾≉ᚩ䜢ヲ䛧䛟ㄪ䜉䜛䛯䜑䛻䚸඲䛶䛾䜰䝖䝷䜽䝍䞊䝃䞁䝥䝹䛻䛚䛔䛶䛒䜛୍ᐃ䛾್䜢ྲྀ䜚⥆䛡䜛ᅛᐃ䝜䞊䝗䜢ぢ䛴䛡䚸ᅛᐃ䝜䞊䝗௨እ䛾䝜䞊䝗䛾≧ែ䜢ኚ໬䛥䛫䜛஦䛷䜰䝖䝷䜽䝍䞊䛾basin 䛾኱䛝䛥䜢䜛┤䛩䚹䛣䜜䛿䜰䝖䝷䜽䝍䞊䜢ᵓᡂ䛩䜛䝜䞊䝗䛾୰䛷䜰䝖䝷䜽䝍䞊䛾ᛶ㉁䛻㛵䜟䜛䝁䜰䝛䝑䝖䝽䞊䜽䜢᫂䜙䛛䛻䛩䜛஦䛻⧅䛜䜛䚹䛭䛾⤖ᯝ䚸ᅛᐃ䝜䞊䝗௨እ䛾䝜䞊䝗䛿 basin 䛾኱䛝䛥䜢኱䛝䛟ኚ໬䛥䛫䜛䛣䛸䛜ศ䛛䛳䛯䚹䛣䛾⤖ᯝ䛛䜙䚸ᅛᐃ䝜䞊䝗௨እ䛾䝜䞊䝗䛿䜰䝖䝷䜽䝍䞊䛻䛸䛳䛶㔜せ䛺ᙺ๭䜢₇䛨䛶䛔䜛஦䛜᫂䜙䛛䛻䛺䛳䛯䚹ୖグ䛾ᡭἲ䜢⏝䛔䛶䚸㑇ఏᏊ䝛䝑䝖䝽䞊䜽ᵓ㐀䜢ᑠ䛥䛟䛧䝁䜰䝛䝑䝖䝽䞊䜽䜢ぢฟ䛩஦䛷≧ែ✵㛫䜢ᅽ⦰䛧㑇ఏᏊ䝛䝑䝖䝽䞊䜽ୖ䛷䛾䜰䝖䝷䜽䝍䞊䛾≉ᚩ䜢᫂䜙䛛䛻䛩䜛஦䜢௒ᚋ䛾ㄢ㢟䛸䛩䜛䚹≉䛻⏕≀Ꮫⓗ䛻㔜せ䛺ព࿡䜢ᣢ䛴䛸⪃䛘䜙䜜䜛኱䛝䛺 Basin䜢䜒䛴䜰䝖䝷䜽䝍䞊䜢ᘬ䛝ฟ䛧䚸䛭䛾ຊᏛⓗ≉ᚩ䜢ᤊ䛘䜛◊✲䜈䛸㐍ᒎ䛩䜛஦䜢┠ᣦ䛩䚹⚾䛿䛣䜜䜎䛷ேᕤⓗ䛺䝛䝑䝖䝽䞊䜽䜢ㄪ䜉䚸䝛䝑䝖䝽䞊䜽ᵓ㐀䛾㐪䛔䛜䜰䝖䝷䜽䝍䞊䛾≉ᚩ䛻㐪䛔䜢䜒䛯䜙䛩஦䜢᫂䜙䛛䛻䛧䛯䚹䛥䜙䛻䚸䛣䛾䜰䝖䝷䜽䝍䞊䛾≉ᚩ䛾㐪䛔䛜 ICL 䛸࿧䜀䜜䜛䝁䜰䝛䝑䝖䝽䞊䜽䛻⌧䜜䜛஦䜢᫂䜙䛛䛻䛧䛯䚹䛭䛣䛷䚸䛣䜜䜙䛾▱ぢ䜢⏕䛛䛧䚸⌧ᐇ䛾㑇ఏᏊ䝕䞊䝍䝧䞊䝇䛛䜙䝛䝑䝖䝽䞊䜽ᵓ㐀䜢ྲྀ䜚ฟ䛧䚸༢⣧䛺䝰䝕䝹䜢ᗄ䛴䛛⏝䛔䛭䜜䛮䜜䛾䝎䜲䝘䝭䜽䝇䛻䛸䛳䛶㔜せ䛺䝛䝑䝖䝽䞊䜽ᵓ㐀䠄䝁䜰䝛䝑䝖䝽䞊䜽䠅䜢ྲྀ䜚ฟ䛩䚹䛭䛧䛶䚸䛭䜜䜙䛾䝁䜰䝛䝑䝖䝽䞊䜽䜢ẚ㍑䛧䝰䝕䝹䛾ヲ⣽䛻㛵䜟䜙䛪㔜せ䛺䝛䝑䝖䝽䞊䜽ᵓ㐀䜢ぢ䛴䛡ฟ䛩䚹⚾䛿᪤䛻኱⭠⳦䛾㑇ఏᏊไᚚ⣔䛾䝕䞊䝍䝧䞊䝇䛷䛒䜛 RegulonDB䠄ver.6.0䠅䜢⏝䛔㑇ఏᏊ䝛䝑䝖䝽䞊䜽䜢ྲྀ䜚ฟ䛧䚸䝛䝑䝖䝽䞊䜽ᵓ㐀ゎᯒ䚸䝷䞁䝎䝮䝤䞊䝸䜰䞁䝎䜲䝘䝭䜽䝇䠄RBD䠅䛻ᇶ䛵䛟䜰䝖䝷䜽䝍䞊ゎᯒ䚸䝁䜰䝛䝑䝖䝽䞊䜽䛾ᢳฟ䜢⾜䛳䛶䛔䜛䚹䛣䛾◊✲䜢䛥䜙䛻㐍䜑䚸RBD ௨እ䛻㜈್䝎䜲䝘䝭䜽䝇䜔㐃⥆್䝰䝕䝹䜢⏝䛔䜰䝖䝷䜽䝍䞊䛾ゎᯒ䜢㐍䜑䚸䝁䜰䝛䝑䝖䝽䞊䜽䛾ᢳฟ䜢ヨ䜏䜛䚹䛥䜙䛻䚸䛣䜜䜙䛾䝁䜰䝛䝑䝖䝽䞊䜽䛜ᐇ㝿䛾⣽⬊䛻䛸䛳䛶㔜せ䛺䜒䛾䛷䛒䜛䛛ྰ䛛䛻䛴䛔䛶⌧ᐇ䛾⣽⬊䛸䛾ᑐᛂ䜒⪃ᐹ䛩䜛䚹ୖグ䛾┠ⓗ䛻ᚑ䛔䚸E.Coli 䛾㑇ఏᏊ䝛䝑䝖䝽䞊䜽ୖ䛷㜈್䝎䜲䝘䝭䜽䝇䜢ᐇ⾜䛧䛯䚹1000 ಶ䛾ึᮇ䝃䞁䝥䝹䜢ྲྀ䜚䜰䝖䝷䜽䝍䞊䜢ㄪ䜉䛯⤖ᯝ䚸Boolean 䝎䜲䝘䝭䜽䝇䛾䜰䝖䝷䜽䝍䞊䛸␗䛺䜚㜈್䝎䜲䝘䝭䜽䝇䛷䛿ึᮇ್䝃䞁䝥䝹⛬ᗘ䛾䜰䝖䝷䜽䝍䞊䛜䜏䛴䛛䛳䛯䚹䛣䛾஦䛿䝁䜰䝛䝑䝖䝽䞊䜽䛾᥎ᐃ䛜 Boolean 䝎䜲䝘䝭䜽䝇䛸㜈್䝎䜲䝘䝭䜽䝇䛷䛿኱䛝䛟␗䛺䜛஦䜢ព࿡䛧䛶䛔䜛䚹䛭䛣䛷䚸䜰䝖䝷䜽䝍䞊䛾≉ᚩ䜢ヲ䛧䛟ㄪ䜉䜛䛯䜑䛻඲䛶䛾䜰䝖䝷䜽䝍䞊䝃䞁䝥䝹䛻䛚䛔䛶ඹ㏻䛧䛶䛒䜛୍ᐃ䛾್䜢ྲྀ䜚⥆䛡䜛䚸ᅛᐃ䝜䞊䝗䜢ぢ䛴䛡ᅛᐃ䝜䞊䝗௨እ䛾䝜䞊䝗䛾≧ែ䜢ኚ໬䛥䛫䜰䝖䝷䜽䝍䞊䛾䝧䜲䝅䞁䛾኱䛝䛥䜢 䜛䚹䛣䜜䛿䚸ᅽ⦰䛥䜜䛯 E.Coli 䛾㑇ఏᏊ䝛䝑䝖䝽䞊䜽䛾඲≧ែ✵㛫䛷䛩䜙䚸N=2^35 䛾≧ែᩘ䛜䛒䜛䛸ゝ䛖஦䛛䜙☜ᐇ䛻ᚲせ䛸䛺䜛ᡭẁ䛷䛒䜛䚹≧ែ✵㛫䜢⤠䛳䛶㑇ఏᏊ䝛䝑䝖䝽䞊䜽ୖ䛻Ꮡᅾ䛩䜛䜰䝖䝷䜽䝍䞊䛾≉ᚩ䜢ㄪ䜉䜛஦䛷䚸኱䛝䛺 Basin 䜢䜒䛴䜰䝖䝷䜽䝍䞊䜢ᘬ䛝ฟ䛧䚸䛭䛾ຊᏛⓗ≉ᚩ䜢ᤊ䛘䜛◊✲䜈䛸㐍ᒎ䛩䜛஦䛜ฟ᮶䜛䚹䛥䜙䛻୍ᐃ䛾ᡂᯝ䛜ฟ䛯㝿䛻䛿⏕≀Ꮫ⪅䛸䛭䛾䜰䝖䝷䜽䝍䞊䛾ព࿡௜䛡䛻䛴䛔䛶㆟ㄽ䛩䜛஦䜈䛸䛴䛺䛜䜛䚹Сኖↄ↻↎࢟ឋⅺ↸↝ᢘࣖ‒≝ᨕဃࠇ᝝↝൉࢟७

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‫ߣޢ‬ʰ‫ ܇‬OKAJIMA Ryokoᄂᆮಒᙲ⏕≀䛾ᙧែ䛿䠈䛭䛾ᶵ⬟䜔ไ⣙䛸䛔䛳䛯せᅉ䛾୰䛷䠈䛹䛾䜘䛖䛻Ỵᐃ䛥䜜䜛䛾䛰䜝䛖䛛䚹䛣䛾ၥ㢟䛻㏕䜛䛯䜑䠈㝣⏕ᕳ㈅䛾Ẇᙧែ䠖Ẇ䛾ഴ䛝䛻↔Ⅼ䜢䛒䛶䛶◊✲䜢⾜䛳䛯䚹㝣⏕ᕳ㈅䛾Ẇᙧែ䛿䠈䛭䜜䛮䜜䛾⏕⫱⎔ቃ䛻䛚䛡䜛䝞䝷䞁䝇䛻䜘䛟㐺ᛂ䛧䛶䛔䜛䛣䛸䛜♧䛥䜜䛶䛝䛯䚹᭦䛻䠈ᕳẆ䛾ᙧᡂᵝᘧ䛛䜙⏕䛪䜛ᗄఱᏛⓗไ⣙䜒䠈Ẇ䛾䜰䜴䝖䝷䜲䞁䛻ᙳ㡪䛧䛶䛔䜛䛣䛸䛜᫂䜙䛛䛸䛺䛳䛶䛔䜛䚹ไ⣙䛸ᶵ⬟ⓗせㄳ䛜䛹䛾䜘䛖䛻⤡䜏ྜ䛔䠈䛭䛾୰䛷䠈⏕≀ᙧែ䛜䛹䛾䜘䛖䛻ᐇ⌧䛥䜜䛶䛔䜛䛾䛛䛸䛔䛖ၥ㢟䛿䠈㐍໬Ꮫ䜔ྂ⏕≀Ꮫ䛾ศ㔝䛺䛹䛷ᵝ䚻䛺㆟ㄽ䛜ᡂ䛥䜜䛶䛝䛯䚹䛧䛛䛧䠈ᐇ㝿䛾⏕≀䛻䛚䛔䛶ไ⣙䛸㐺ᛂ䜢䛭䜜䛮䜜ᐃ㔞໬䛧䠈ẚ㍑䛩䜛
䜘䛖䛺ヨ䜏䛿䜋䛸䜣䛹ᡂ䛥䜜䛶䛣䛺䛛䛳䛯䚹䜎䛯䠈Ẇ䛾ഴ䛝䛿䠈㝣⏕ᕳ㈅䛷䛿䝞䝷䞁䝇䜢䠈Ỉ⏕ᕳ㈅䛷䛿ὶయ᢬ᢠ䛺䛹䜢ᕥྑ䛩䜛䜘䛖䛺㠀ᖖ䛻㔜せ䛺せ⣲䛷䛒䜛䛻䜒䛛䛛䜟䜙䛪䠈◊✲䛜䜋䛸䜣䛹ᡂ䛥䜜䛶䛔䛺䛔䚹䛭䛣䛷䠈㝣⏕ᕳ㈅䛾Ẇ䛾ഴ䛝䛻䛿䠈ᗄఱᏛⓗ䛻ไ⣙䛥䜜䛯ᙧ≧䛛䜙䠈䝞䝷䞁䝇䛻㐺ᛂⓗ䛸䛺䜛䜘䛖䛺⿵ṇ䜢䛩䜛䛣䛸䛷㝣ୖ⎔ቃ䛻㐺ᛂ䛧䛶䛝䛯䛸䛔䛖సᴗ௬ㄝ䜢䛯䛶䠈䛣䜜䜢᳨ド䛧䛯䚹䜎䛪䠈Okamoto 䝰䝕䝹䜢⏝䛔䛶䠈୍ᐃ䛾䝹䞊䝹䛷ᡂ㛗䛩䜛䜘䛖䛺ᇶᮏⓗ䛺ᙧែ䛾ᕳẆ䜢⌮ㄽⓗ䛻ᥥ䛝䠈䛭䛾ഴ䛝䜢ィ 䛧䛯䚹ḟ䛻䠈ྛᙧ≧䛾Ẇ䛻䛸䛳䛶䝞䝷䞁䝇䛜᭱㐺䛸䛺䜛䜘䛖䛺ഴ䛝䜢䠈≀⌮䝰䝕䝹䛻䜘䛳䛶᥎ᐃ䛧䛯䚹䛣䛾⤖ᯝ䠈ᕳẆ䛜ᗄఱᏛⓗ䛻ྲྀ䜚䜔䛩䛔ഴ䛝䠄ไ⣙䠅䛿䠈䝞䝷䞁䝇䜈䛾㐺ᛂ್䠄ᶵ⬟ⓗせㄳ䠅䛸㏫䛾ഴྥ䜢䜒䛴䛣䛸䛜ศ䛛䛳䛯䚹䛷䛿䠈ᐇ㝿䛾㈅䛿ไ⣙䛻䜘䛳䛶䠈䝞䝷䞁䝇䛾ᝏ䛔ゅᗘ䛻Ẇ䜢ഴ䛡䛶⛣ື䛧䛶䛔䜛䛾䛰䜝䛖䛛䚹䛭䜜䛸䜒䠈ఱ䜙䛛䛾⿵ṇ䛻䜘䛳䛶䠈䝞䝷䞁䝇䛻㐺䛧䛯ゅᗘ䛷Ẇ䜢㐠䜣䛷䛔䜛䛾䛰䜝䛖䛛䚹䛣䛾ၥ㢟䜢᳨ド䛩䜛䛯䜑䠈㈅Ẇ䛾ᙧែィ 䛸䠈㝣⏕ᕳ㈅䛾⾜ືほᐹ䜢⾜䛳䛯䚹䛭䛾⤖ᯝ䠈㈅䛿䛭䛾Ẇ䛾᭱ᚋ䛾୍ᕳ䛝䛻䛚䛔䛶䠈䝞䝷䞁䝇䛻㐺䛧䛯ྥ䛝䛻㏆䛵䛟䜘䛖䛺᤟䜚䠄Ẇᙧᡂ䛻䛚䛡䜛⿵ṇ䠅䜢䜒䛴䛣䛸䠈᭦䛻⛣ື୰䛻䛿䠈㌾య㒊䛻䜘䛳䛶Ẇ䛜䝞䝷䞁䝇䛻㐺䛧䛯ྥ䛝䛻ഴ䛟䛣䛸䠄⾜ື䛻䜘䜛⿵ṇ䠅䛜᫂䜙䛛䛸䛺䛳䛯䚹ᮏ◊✲䛾⤖ᯝ䛻䜘䜚䠈ไ⣙䛛䜙㐺ᛂⓗ䛺ᙧ㉁䜈䛸㏆䛵䛡䜛䜘䛖䛺⿵ṇ䛜䠈ᐇ㝿䛾⏕≀䛾Ⓨ⏕㐣⛬䜔⾜ື䛻䛚䛔䛶䠈ึ䜑䛶ᐃ㔞ⓗ䛻᳨ฟ䛥䜜䛯䚹

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2&ȷி҅‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠྸဃཋ‫ܖ‬ᲦҦٟᲢဃԡᅹ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ૠྸဃཋ‫ܖ‬Ღྸᛯ࢟७‫ܖ‬ᲦȐǤǪȡǫȋǯǹ

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ನᡯ҄ဃ७ኒἴἙἽỉᄂᆮᴾʻ ᨙя KON Ryusuke

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2&ȷ᩺‫ܖٻޢ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠྸဃཋ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ૠྸဃཋ‫ܖ‬Ღщ‫ܖ‬ኒྸᛯƷࣖဇᄂᆮಒᙲ
Lotka-Volterra ᪉⛬ᘧ䜔 Kolmogorov ᪉⛬ᘧ䛾䜘䛖䛺䠈䛔䜟䜖䜛ྂ඾ⓗ䛺⏕ែ⣔䝰䝕䝹䛷䛿䠈ྛ⏕≀✀䛾✀ෆᵓ㐀䛜↓ど䛥䜜䛶䛔䜛䚹䛴䜎䜚䠈ྛ⏕≀✀䛾✵㛫ศᕸ䜔ᖺ㱋ศᕸ䛺䛹䛿↓ど䛥䜜䛶䛚䜚䠈ྠ୍✀䛾ಶయ⩌䛿ᆒ୍䛾ಶయ䛻䜘䛳䛶ᵓᡂ䛥䜜䛶䛔䜛䛸௬ᐃ䛥䜜䛶䛔䜛䚹䛣䛾௬ᐃ䛿䠈ᐜ᫆䛻ศ䛛䜛䜘䛖䛻䠈ከ䛟䛾⏕≀䛻ᑐ䛧䛶ᙜ䛶䛿䜎䜙䛺䛔䚹౛䛘䜀᪻⹸䛷䛒䜜䜀䠈ྠ୍✀䛾ಶయ䛷䜒䠈ᡂ⹸䛿⦾Ṫ䛩䜛䛜༸䠈ᗂ⹸䠈⻈䛿⦾Ṫ䛧䛺䛔䛯䜑䛷䛒䜛䚹䛣䜜䜎䛷⏕≀䛾ಶయᩘኚື䛾䝟䝍䞊䞁䜢ㄝ᫂䛩䜛䛯䜑䛻◊✲䛥䜜䛶䛝䛯⏕ែ⣔䝰䝕䝹䛾ከ䛟䛿䠈✀ෆᵓ㐀䜢↓ど䛧䛶䛔䜛䚹䛭䛾䛯䜑䠈✀ෆᵓ㐀䛜ಶయᩘኚື䛻Ỵᐃⓗ䛺ᙳ㡪䜢ཬ䜌䛩ሙྜ䛻䛿⌧㇟䛾ᮏ㉁䜢ᤊ䛘䜛䛣䛸䛜ฟ᮶䛺䛔䚹䛭䛣䛷䠈⌧ᅾ䠈✀ෆᵓ㐀䜢⪃៖䛧䛯⏕ែ⣔䝰䝕䝹䠄௨ୗ䛷䛿䠈ᵓ㐀໬⏕ែ⣔䝰䝕䝹䛸࿧䜆䠅䜢ᵓ⠏䛧䠈䛭䛾≉ᚩ䜢◊✲䛧䛶䛔䜛䚹✀ෆᵓ㐀䛾୰䛷䜒䠈Semelparous 䛸࿧䜀䜜䜛ᖺ㱋ᵓ㐀䜢௬ᐃ䛧䛯䛸䛝䠈ᵓ㐀໬⏕ែ⣔䝰䝕䝹䛿
Lotka-Volterra ᪉ ⛬ ᘧ 䛻 䜘 䛳 䛶 ㏆ ఝ 䛩 䜛 䛣 䛸 䛜 䛷 䛝 䜛 䚹 䛭 䛣 䛷 䠈 䛣 䛾 ㏆ ఝ 䛻 䜘 䛳 䛶 Ⓩ ሙ 䛩 䜛
Lotka-Volterra ᪉⛬ᘧ䛾䝎䜲䝘䝭䜽䝇䜢ศ㢮䛩䜛䛣䛸䛻䜘䜚䠈✀ෆᵓ㐀䛜⏕ែ⣔䛾Ᏻᐃᛶ䛻୚䛘䜛ᙳ㡪䜢ㄪ䜉䛯䚹✀ෆᵓ㐀䛸✀㛫ᵓ㐀䜢⊂❧䛻ᢅ䛳䛯ᚑ᮶䛾◊✲䛛䜙䠈ᵓ㐀໬⏕ែ⣔䝰䝕䝹䛜୙Ᏻᐃ໬䛩䜛䠎䛴䛾せᅉ䛿᫂䜙䛛䛷䛒䜛䚹䠍䛴䛿✀㛫┦஫స⏝䛻䜘䛳䛶㉳䛣䜛୙Ᏻᐃ໬䠈䛭䛧䛶䜒䛖୍䛴䛿✀ෆ┦஫స⏝䛻䜘䛳䛶㉳䛣䜛୙Ᏻᐃ໬䛷䛒䜛䚹௒ᅇ䠈Lotka-Volterra ᪉⛬ᘧ䜢⏝䛔䛯ゎᯒ䛻䜘䜚䠈ᵓ㐀໬⏕ែ⣔䝰䝕䝹䜢୙Ᏻᐃ໬䛥䛫䜛䠏䛴┠䛾せᅉ䛜᫂䜙䛛䛻䛺䛳䛯䚹䛣䛾୙Ᏻᐃ໬䛿䠈䠎✀㛫䛾⏕άྐ䛾㛗䛥䛜ㄪ࿴ⓗ䛺䛸䛝䛻䛰䛡㉳䛣䜚䠈✀㛫┦஫స⏝䛸✀ෆ┦஫స⏝䜢ู䚻䛻ぢ䛶䛔䛯䛾䛷䛿ศ䛛䜙䛺䛔⌧㇟䛷䛒䜛䚹
䜎䛯䠈䛣䛾䠏䛴┠䛾୙Ᏻᐃ໬䛜㉳䛣䜛䛯䜑䛾ᚲせ᮲௳䜢ㄪ䜉䛯䚹䛣䛾᮲௳䛿 Lotka-Volterra ᪉⛬ᘧ䛾◊✲ᡂᯝ䜢⏝䛔䜛䛣䛸䛻䜘䜚䠈୍⯡ⓗ䛺ᙧ䛷ᚓ䜛䛣䛸䛜䛷䛝䛯䚹ලయⓗ䛻䛿䠈ྛ⏕≀✀䛾⏕άྐ䛾㛗䛥䛜஫䛔䛻⣲䛷䛒䜜䜀䠈➨୕䛾୙Ᏻᐃ໬䛿㉳䛣䜙䛺䛔䛸䛔䛖⤖ᯝ䛷䛒䜛䚹⌧ᅾ䛿䠈୙Ᏻᐃ໬䛜㉳䛣䜛䛯䜑䛾༑ศ᮲௳䜢ㄪ䜉䛶䛔䜛䚹䜎䛯䠈ᵓ㐀໬⏕ែ⣔䝰䝕䝹䛾◊✲䛷ᚓ䛯୍⯡ⓗ䛺⤖ᯝ䜢ᛂ⏝䛧䠈䜰䝯䝸䜹ᮾ㒊䛻⏕ᜥ䛩䜛࿘ᮇ䝊䝭䛾ලయⓗ䛺ၥ㢟䛾ゎỴ䜢┠ᣦ䛧䛶䛔䜛䚹䛣䜜䜎䛷䛾◊✲䛛䜙䠈࿘ᮇ䝊䝭䛾࿘ᮇⓗ䛺኱Ⓨ⏕䜢ᘬ䛝㉳䛣䛩᪂䛧䛔䝯䜹䝙䝈䝮䛜᫂䜙䛛䛸䛺䛳䛯䚹௨ୖ䛾◊✲ᡂᯝ䛿䠈8th European Conference on Mathematical and Theoretical Biology䠈➨ 21 ᅇᩘ⌮⏕≀Ꮫ఍኱఍䠈᪥ᮏᩘᏛ఍ 2011 ᖺᗘ⛅Ꮨ⥲ྜศ⛉఍䠈➨䠔ᅇ䛂⏕≀ᩘᏛ䛾⌮ㄽ䛸䛭䛾ᛂ⏝䛃䠈
➨ 43 ᅇ✀⏕≀Ꮫ䝅䞁䝫䝆䜴䝮䛺䛹䛷Ⓨ⾲䛧䛯䚹䜎䛯䠈Ꮫ⾡㞧ㄅ䜈䛾ᢞ✏䛿⌧ᅾ‽ഛ୰䛷䛒䜛䚹‫ྶע‬ᄬൢ‫↝ח‬ᜂྵᝋ↚᧙ↈ↺‒᩼ዴ࢟଺ኒЗᚐௌⅹ↷↢∈⇭∐∙⇖

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ࣈ൨ଖ‫ ݩ‬TOKUNAGA Terumasaᄂᆮಒᙲ࣮࢜ࣟࣛࢧࣈࢫࢺ࣮࣒㟁ὶ⣔ࡢ⏕ᡂᶵᵓゎ᫂࡟ྥࡅ࡚ࠊᆅୖ☢ሙࢹ࣮ࢱࢭࢵࢺ࠿ࡽࢧࣈࢫ
ࢺ࣮࣒㟁ὶ⣔㛤ጞ᫬้ࢆ⮬ື᥎ᐃࡍࡿ࢔ࣝࢦࣜࢬ࣒ࡢ㛤Ⓨࢆ⾜࡞ࡗࡓࠋᆅୖ☢ሙࢹ࣮ࢱ࡟ࡘ࠸
࡚ࡣࠊ஑ᕞ኱Ꮫᐂ✵⎔ቃ◊✲ࢭࣥࢱ࣮ࡼࡾᥦ౪ࢆཷࡅࡓࠋᮏ࢔ࣝࢦࣜࢬ࣒ࡢ୰᰾ࢆᡂࡍᢏ⾡ࡣࠊ㠀⥺ᙧ᫬⣔ิゎᯒศ㔝࡛Ⓨᒎࡋࡓ≉␗ࢫ࣌ࢡࢺࣝศᯒ㸦SSA㸧࡟ᇶ࡙ࡃኚ໬Ⅼ᳨ฟἲ࡛࠶ࡿࠋ
SSA ࡛ࡣࠊ᫬⣔ิࢹ࣮ࢱࡼࡾ⏕ᡂࡋࡓࣁࣥࢣࣝ⾜ิࡢ≉␗್ศゎࢆ⤒⏤ࡋ࡚ࠊ᫬⣔ิࡀᣢࡘ୺せ࡞ᵓ㐀ࢆᇶᗏ࡜ࡋ࡚ᢳฟࡍࡿࠋSSA ࢆ⏝࠸ࡓኚ໬Ⅼ᳨ฟἲ࡛ࡣࠊ⌧ᅾ᫬้㏆ഐ࠿ࡽᢳฟ
ࡋࡓᇶᗏ࡟ࡼࡗ࡚ᙇࡽࢀࡿ㒊ศ✵㛫ࡢᣲືࢆ┘どࡍࡿࡇ࡜࡛ࠊ᫬⣔ิ࡟㢧ࢀࡿᚤᑠ࡞ኚືࡢ㛤ጞ᫬้ࢆᤊ࠼ࡿࡇ࡜ࡀ࡛ࡁࡿࠋᮏ◊✲࡛ࡣࠊኪഃ୰ప⦋ᗘ࡟఩⨨ࡍࡿ」ᩘࡢᆅୖほ Ⅼ࡛ほࡉࢀࡓ☢ሙኚື࠿ࡽࠊࢧࣈࢫࢺ࣮࣒㟁ὶ⣔ࡢᙧᡂ㛤ጞࡢࢱ࢖࣑ࣥࢢ࡟ࡘ࠸࡚ᮏ࢔ࣝࢦࣜࢬ࣒࡟
ࡼࡾỴᐃࡋࠊ㟁ὶ⣔ᙧᡂ㛤ጞࡢࢱ࢖࣑ࣥࢢ࡟ࡘ࠸࡚⤫ィⓗ࡞ㄪᰝࢆ⾜࡞ࡗࡓࠋ๓㏙ࡢ⤫ィゎᯒࡢ⤖ᯝࠊࢧࣈࢫࢺ࣮࣒㟁ὶ⣔ࡣ࣮࢜ࣟࣛ⇿Ⓨ࡜࿧ࡤࢀࡿ࣮࢜ࣟࣛࡢᛴ⃭࡞ቑග⌧㇟ࡢࠊ࠾ࡼࡑ 4 ศ๓࡟ᙧᡂࡉࢀጞࡵࡿࡇ࡜ࡀ᫂ࡽ࠿࡟࡞ࡗࡓࠋࡇࡢ⤖ᯝ࡟㛵㐃ࡍࡿሗ࿌
࡜ࡋ࡚ࠊMoriola et al.[2010]࡟ࡼࡿ࣮࢜ࣟࣛຍ㏿㟁ሙࡢ᫬㛫Ⓨᒎࡀ࠶ࡿࠋ᳃ᒸࡽࡣࠊ࣮࢜ࣟࣛ
ࢆⓎගࡉࡏࡿࡶ࡜࡜࡞ࡿ࣮࢜ࣟࣛ⢏Ꮚຍ㏿ᇦࡢ᫬✵㛫Ⓨᒎ࡟ࡘ࠸࡚ࠊPolar ⾨࡛ᫍᚓࡽࢀࡓ㟁ሙほ ࢹ࣮ࢱࡢゎᯒࢆ⾜࡞ࡗࡓࠋࡑࡢ⤖ᯝࠊձ࣮࢜ࣟࣛ⇿Ⓨ࡜ྠᮇࡋ࡚㧗ᗘ 12,000km ࡯࡝ࡢ㡿ᇦ࡟ἢ☢ຊ⥺᪉ྥࡢຍ㏿㟁ሙࡀ⇿Ⓨⓗ࡟ቑᙉࡍࡿࡇ࡜ࠊղࡑࡢ⣙㸲ศ๓࠿ࡽ㧗ᗘ 6,000km ࡯࡝ࡢ㡿ᇦ࡟ᚤᙅ࡞ἢ☢ຊ⥺ຍ㏿㟁ሙࡀᙧᡂࡉࢀࡿࡇ࡜ࠊࡢ 2 Ⅼࡀሗ࿌ࡉࢀ࡚࠸ࡿࠋᮏ◊✲࡛ᚓࡽࢀࡓ⤖ᯝࢆ᳃ᒸࡽࡢሗ࿌࡜✺ࡁྜࢃࡏࡿ࡜ࠊࢧࣈࢫࢺ࣮࣒㟁ὶ⣔ࡢᙧᡂ࡜࣮࢜ࣟࣛຍ㏿㟁ሙࡢቑᙉࡣࠊ࡯ࡰྠ᫬࡟㛤ጞࡍࡿࡇ࡜ࡀ㛫᥋ⓗ࡟᥎ㄽࡉࢀࡿࠋࡇࢀࡣࡍ࡞ࢃࡕࠊ࣮࢜ࣟࣛ⢏Ꮚࢆ
ຍ㏿ࡉࡏࡿἢ☢ຊ⥺㟁ሙࡢᙧᡂ࡜ࠊ☢Ẽᅪ࣭㟁㞳ᅪࢆ⤖ྜࡍࡿࢢ࣮ࣟࣂࣝ࡞ࢧࣈࢫࢺ࣮࣒㟁ὶ⣔ࡢᙧᡂ㐣⛬ࡣࠊࢩࢫࢸ࣐ࢸ࢕ࢵࢡ࡟㐃ືࡋ࡚࠸ࡿࡇ࡜ࢆ♧၀ࡋ࡚࠸ࡿࠋࡉࡽ࡟ࠊ࣮࢜ࣟࣛ㟁ὶ⣔ࡢ⏕ᡂᶵᵓ࡟ࡣࠊ࣮࢜ࣟࣛ⇿Ⓨ㸲ศ๓࡟ጞࡲࡿᚤᙅ࡞ἢ☢ຊ⥺㟁ሙࡢᙧᡂࡀ㔜せ࡞ᙺ๭ࢆヰࡋ࡚࠸ࡿ࡜⪃࠼ࡽࢀࡿࠋᮏ◊✲ᡂᯝ࡟ࡘ࠸࡚ࡣࠊᅜ㝿఍㆟ࢆྵࡴ」ᩘࡢ◊✲㞟఍࡛Ⓨ⾲ࡋࡓࠋ௒ᚋࡢㄢ㢟࡜ࡋ࡚ࡣࠊࢧࣈࢫࢺ࣮࣒㛤ጞࣉࣟࢭࢫ࡟㛵ࡋ࡚ࠊ୍㐃ࡢゎᯒ⤖ᯝࢆ࠺ࡲࡃㄝ࡛᫂ࡁ
ࡿ☢Ẽᅪ࣭㟁㞳ᅪ⤖ྜࣔࢹࣝࢆᵓ⠏ࡍࡿࡇ࡜࡛࠶ࡿࠋ

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2&‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ឬ᭗‫ޖ‬ཋྸ‫ܖ‬ᲦҦٟ ྸ‫ ܖ‬ȷʋ߸‫ܖٻ‬ᄂ ᆮ ϋ ܾᲴ ‫ྶע‬ᄬൢ‫ח‬Ʒᜂྵᝋƴ᧙Ƣǔ଺ኒЗᚐௌȷȢȇȪȳǰŴǪȸȭȩߕƷЭΫ౨Ј

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⇱∋∞⇿⇓⇈↝ᓶ↝‒⇻∏⇕⇥∑ನᡯ↝∈⇭∐∙⇖
ɶႩஒ‫ ܇‬NAKAMASU Akiko

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2&ȷƓᒧƷ൦‫ܖٻ܇ڡ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ႆဃဃཋ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ Ӓࣖਘ૝ǷǹȆȠᲦȑǿȸȳ࢟঺Ღႆဃဃཋ‫ܖ‬ᄂᆮಒᙲ⏕≀䛾ୡ⏺䛿䚸ᵝ䚻䛺ᙧ䛜ᒎ㛤䛩䜛䛣䛸䛻䜘䛳䛶ኚ໬䛻ᐩ䜣䛰䜒䛾䛸䛺䛳䛶䛔䜛䚹ᩘᏛ⪅䛾 A.
Turing 䛿䚸䛣䛖䛧䛯ከᵝᛶ䜢⏕䜏ฟ䛩ᙧែᙧᡂ䛾ၥ㢟䛻ᑐ䛧䛶䚸1952 ᖺ䛻ᣑᩓㄏᑟ୙Ᏻᐃᛶ䜢ᥦၐ䛧䛯䚹ᙼ䛾⌮ㄽ䛜䚸ᐇ㝿䛾⏕≀䛾ᙧែᙧᡂ䛻䛚䛔䛶䛹䛾䜘䛖䛺䛛䛯䛱䛷㐺⏝䛷䛝䜛䛾䛛䛿䚸㨩ຊⓗ䛺ၥ㢟䛷䛒䜛䚹䛣䛾ၥ㢟䛻䜰䝥䝻䞊䝏䛩䜛䛯䜑䛻䚸⚾䛿᳜≀䛾ⴥ䛾ᙧែᙧᡂ䛻╔┠䛧䛶◊✲䜢⾜䛳䛶䛔䜛䚹᳜≀䛾ⴥ䛿䚸୺䛻஧ḟඖᖹ㠃䛻ᒎ㛤䛩䜛ᙧែ䛷䛒䜛䚹䛴䜎䜚䚸䜘䜚㧗ḟ䛾ᙧែᙧᡂ䜢⪃䛘䜛ୖ䛷༢⣧໬䛥䜜䛯⣔䛷䛒䜛䛸䛔䛖䛣䛸䛜䛷䛝䜛䚹䛭䛣䛷䚸䝙䝳䞊䝧䜻䜰䛸࿧䜀䜜㧗        ప ✵Ẽ୰        Ỉ୰䜛䜰䝤䝷䝘⛉䛾Ỉ⏕᳜≀䜢⏝䛔䛶ⴥ䛾ᙧែᙧᡂᶵᵓ䜢ㄪ䜉䛶䛔䜛䚹䝙䝳䞊䝧䜻䜰䛿䚸⏕⫱⎔ቃ䛻ᛂ䛨䛶ᅗ䠍䛾䜘䛖䛺⾲⌧ᆺྍረᛶ䜢♧䛩䚹」ⴥ䛻䛚䛔䛶䛿䚸ඹ㏻䛧䝣䝷䜽䝍䝹ᵓ㐀䛜ぢ䜙䜜䜛䚹䛴䜎䜚䚸䝙䝳䞊䝧䜻䜰䛾♧䛩䚸䛣䛾䜘䛖䛺ᙧែ䛾ከᵝᛶ䛿䚸ඹ㏻䛾ᇶᮏཎ⌮䛻䜘䛳䛶グ㏙䛷䛝䜛ྍ⬟ᛶ䛜㧗䛔䚹ᅗ  ࢽ࣮ࣗ࣋࢟࢔ࡢⴥࡢ⾲⌧ᆺྍረ䛭䛣䛷䚸䝅䝻䜲䝚䝘䝈䝘䛾㗬ṑᵓ㐀䜢グ㏙䛩䜛䝰䝕䝹[2011 Bilsborough et al.]䜢ᨵኚ䛧䛶䚸䝙䝳䞊䝧䜻䜰䛾」ⴥ䛻䛚䛡䜛ᙧែ䛾≉ᚩ䛷䛒䜛䝣䝷䜽䝍䝹≧䛾ศᯞᵓ㐀䜢෌⌧䛧䛯䚹䛣䛣䛷䛿䠾䡌䡉(Boundary propagation method) 䛸࿧䜀䜜䜛䚸ⴥ䛾ቃ⏺㡿ᇦ䛷䛾ᙧែᙧᡂ䛻╔┠䛧䛯䝰䝕䝹䜢⏝䛔䛶䛔䜛䚹䛴䜎䜚䚸ⴥ⦕䜢ᶍ䛧䛯୍ḟඖ䛾䝸䞁䜾ୖ䛷䚸཯ᛂᣑᩓ䝰䝕䝹䛻䜘䜚䝏䝳䞊䝸䞁䜾䝟䝍䞊䞁䛾ᙧᡂ䜢㉳䛣䛧䚸䝟䝍䞊䞁䛾䝢䞊䜽౫Ꮡⓗ䛻䝸䞁䜾䜢እഃ䜈ᡂ㛗䛥䛫䛯䚹䛭䛧䛶䚸ᡂ㛗䛻䜘䜚ᣑᙇ䛧䛯ⴥ⦕䛷䛥䜙䛻䝟䝍䞊䞁ᙧᡂ䜢䛚䛣䛧䛯䚹䛣䛾༢⣧䛺䝹䞊䝹䛾⧞䜚㏉䛧䛻䜘䜚䚸ᅗ䠎䛾䜘䛖䛺ศᯞᵓ㐀䛾Ⓨ㐩䛜䝅䝭䝳䝺䞊䝖䛷䛝䛯䚹䛥䜙䛻䛣䛾䝸䞁䜾䜢ᡂ㛗䛥䛫䜛䛸䚸ධ䜜Ꮚ䛾⮬ᕫ┦ఝᙧ䛜♧䛥䜜䛯䚹䛣䛾䛸䛝 N␒┠䛾ᯞ䛜䚸N-i ␒┠䛾 i-1 ␒┠䛾䝃䜲䝗䝤䝷䞁䝏䛸୍⥴䛻⏕䛨䜛䠄N䍻䠏䚸i=䠎䚸…N-1䠅䛸䛔䛳䛯䚸つ๎ᛶ䛜ぢ䜙䜜䛯䚹௒ᚋ䚸䝅䝭䝳䝺䞊䝅䝵䞁䛷ぢ䜙䜜䛯ศᯞ䛾䝹䞊䝹䛸䚸ᐇ㝿䛾䝙䝳䞊䝧䜻䜰䛾ᙧែᙧᡂ䛷ぢ䜙䜜䜛ศᯞᵓ㐀䛸䛾ẚᅗ 2 ࢽ࣮ࣗ࣋࢟࢔ࡢⴥࡢⓎ⏕㐣⛬ࡢࢩ࣑࣮ࣗࣞࢩࣙࣥ

㍑䛜ㄢ㢟䛸䛧䛶ṧ䛳䛶䛔䜛䚹໎ܹἸὊἚἦỴỉྸᛯႎᄂᆮ
῍̲ദἑỽἡἚἄὊἲỆợỦЎௌ῍

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‫ؗ‬ϋӪஒ HORIUCHI Shiroᄂᆮಒᙲ䠎䠌䠍䠍ᖺ䠏᭶䠍䠍᪥䚸ᕧ኱䛺ᆅ㟈䛸䚸䛭䜜䛻䛸䜒䛺䛖ὠἼ䛜ᮾ᪥ᮏ୍෇䜢く䛳䛯䚹ᘓ≀䛿ᔂቯ䛧䚸㟁Ẽ䞉䜺䝇䛺䛹䛾䜲䞁䝣䝷䜒ኻ䜟䜜䜛␗ᖖ஦ែ䛾୰䚸ከ䛟䛾ᆅᇦ䛷䛿ே䚻䛿஫䛔䛻ຓ䛡ྜ䛔䚸༴ᶵ䜢஌䜚ษ䛳䛯䚹᪥ᮏ඲ᅜ䛷⩏ᤑ㔠䜔䝪䝷䞁䝔䜱䜰䛺䛹䛾ᨭ᥼䛜ぢ䜙䜜䛯䚹䛣䛾䜘䛖䛻⅏ᐖ᫬䛻ே䚻䛜ຓ䛡ྜ䛔䛾䝁䝭䝳䝙䝔䜱䜢๰㐀䛩䜛䛣䛸䛿䚸䛩䛷䛻 Solnit (2009)䛺䛹䛜ᣦ᦬䛧䛶䛔䛯䚹䛰䛜䚸䛭䜜䜙䛿஦౛ሗ࿌䛻䛩䛞䛪䚸䛹䛾䜘䛖䛺䝯䜹䝙䝈䝮䛻䜘䛳䛶ே䚻䛜ຓ䛡ྜ䛔䛾䝁䝭䝳䝙䝔䜱䜢స䜚ฟ䛩䛾䛛䚸䛭䛾䛯䜑䛾᮲௳䛿䛺䛻䛛䚸䛺䛹䛾⌮ㄽⓗ◊✲䛿䛺䛥䜜䛶䛔䛺䛛䛳䛯䚹䛭䛣䛷ᮏ◊✲䛷䛿䚸」ᩘ䛾䜶䞊䝆䜵䞁䝖䛜୍ᅇ䛝䜚䛾䝀䞊䝮䜢⧞䜚㏉䛩୰䛷䚸䛹䛾䜘䛖䛺ᡓ␎䛜㞟ᅋ䜢ᨭ㓄䛩䜛䛛䚸䝍䜹䝝䝖䝀䞊䝮䜢ᨵኚ䛧䛯ᩘ⌮䝰䝕䝹䜢㏻䛨䛶ศᯒ䛧䛯䚹䝀䞊䝮䛾୰䛷ศᯒ䛾ᑐ㇟䛸䛧䛯ᡓ␎䛿䚸䛴䛽䛻㈨※䜢ዣ䛚䛖䛸䛩䜛䝍䝍䜹ὴᡓ␎䚸㈨※䜢┦ᡭ䛸ศ๭䛧䜘䛖䛸䛩䜛䝝䝝䝖ὴᡓ␎䚸⮬ศ䛜ඛ䛻㈨※䜢ぢ䛴䛡䛯ሙྜ䛿䝍䜹ὴⓗ䛻䚸ᚋ䛷ぢ䛴䛡䛯ሙྜ䛿䝝䝖ὴⓗ䛻᣺⯙䛖䝤䝹䝆䝵䝽ᡓ␎䚸䛭䝅䜵䜰䝸䞁䜾ᡓ␎䛧䛶ᖖ䛻┦ᡭ䛸㈨※䜢ศ๭䛧䜘䛖䛸䛩䜛䛜┦ᡭ䛜䝍䜹ὴⓗ䛻᣺⯙䛳䛶䛝䛯䜙ᛂ㓘䛩䜛䝅䛷䛒䜛䚹㈨※䛾Ⓨぢ☜⋡䛜஧⪅㛫䛷➼䛧䛔䚸ᡓ䛳䛯ሙྜ䛾຾⋡䛜➼䛧䛔䚸㈨※䜢ᚓ䜛฼ᚓ䜢 V䚸ᡓ䛔䛻㈇䛡䛯ሙྜ䛾䝁䝇䝖䜢 C 䛸タᐃ䛧䛯䚹䝝䝖ὴᡓ␎䛸䝅䜵䜰䝸䞁䜾ᡓ␎䛜㞟ᅋ䜢ᨭ㓄䛩䜜䜀䚸⌧㇟ⓗ䛻䛿ຓ䛡ྜ䛔䛾䝁䝭䝳䝙䝔䜱䛜⏕ᡂ䛧䛯䛣䛸䛻䛺䜛䚹ศᯒ䛾⤖ᯝ䚸V/C 䛜 1 䜘䜚ᑠ䛥䛔ሙྜ䛿䚸䝤䝹䝆䝵䝽ᡓ␎䛜㞟ᅋ䜢ᨭ㓄䛩䜛䜘䛖䛻䛺䜚䚸䛭䛾ᨭ㓄యไ䛿㡹ᙉ䛷䛒䜛䛣䛸䛜ศ䛛䛳䛯䚹V/C 䛜 1 䜘䜚኱䛝䛔ሙྜ䛿䚸䝅䜵䜰䝸䞁䜾ᡓ␎䛸䝝䝖ὴᡓ␎䛜㞟ᅋ䜢䛩䜛䜘䛖䛻䛺䜛䛜䚸䝝䝖ὴ䛜ቑ䛘䛩䛞䜛䛸䝍䜹ὴ䚸䝤䝹䝆䝵䝽䛜㞟ᅋ୰䛻౵ධ䛧䚸⛛ᗎ䛜ᔂቯ䛩䜛䚹䛧䛛䛧෌䜃䝅䜵䜰䝸䞁䜾䛜㞟ᅋᨭ㓄䜢ᅇ᚟䛩䜛䚸䛸䛔䛖ഴྥ䛜䜏䜙䜜䛯䠄ୗᅗཧ↷䠅䚹䛣䛾◊✲䛿䚸䛩䛷䛻ㄽᩥ䛸䛧䛶䜎䛸䜑䛶䛚䜚䚸㏆᪥୰䛻䛄⌮ㄽ䛸᪉ἲ䛅ㄅ䛻”Emergence and Persistence of Communities:
Analyses by means of a revised Hawk-Dove game”䛸䛧䛶ᥖ㍕䛥䜜䜛ணᐃ䛷䛒䜛䚹

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2& ȷʮᣃ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠྸᅈ˟‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ᨼ‫ׇ‬ǵǤǺƷᄂᆮᲦᨼ‫̞᧙᧓ׇ‬Ʒᄂᆮ

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੗ᚑ৮СἴἙἽỉૠྸᚐௌᒉ཰࣋ WAKASA Tohru

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2& ȷଔᆖဋ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ૠ‫؏ٻ ܖ‬ᚐௌ‫ ܖ‬ᲦҦٟ ྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ Ӓࣖਘ૝૾ᆉࡸᲦ᩼ዴ࢟ࠝࣇЎ૾ᆉࡸᲦ౹ό‫׹‬ȷ્ཋ‫͞׹‬ࣇЎ૾ᆉࡸᲦЎ‫ྸޟ‬ᛯᄂᆮಒᙲ⭘⒆ࡢᩘ⌮ࣔࢹࣝ◊✲ࡣ㏆ᖺάⓎ࡟⾜ࢃࢀ࡚࠾ࡾ, ⏕࿨⛉Ꮫࡸ་Ꮫⓗぢᆅ࠿ࡽࡶ኱ࡁ࡞ὀ
┠ࢆ㞟ࡵࡿࡼ࠺࡟࡞ࡗࡓࠋᩘ⌮⛉Ꮫ࠿ࡽ་Ꮫศ㔝࡬ࡢᐤ୚ࢆᛕ㢌࡟㸪ᮏ◊✲ࡣ⭘⒆ᾐ₶ࡢࣉࣟࢭࢫࢆ⡆␎໬ࡋ㸪ࡇࢀࡼࡾᚓࡽࢀࡿ,ࠕ᥋ゐᢚไຠᯝࠖࢆక࠺ 2 ✀ࡢ⣽⬊㞟ᅋࣔࢹࣝࢆ⏝࠸࡚, ⌧㇟ᩘ⌮Ꮫࡢ❧ሙ࠿ࡽ⭘⒆ᾐ₶ࡢᮏ㉁ࢆᢳฟࡍࡿࡇ࡜ࢆ┠ⓗ࡜ࡍࡿࠋ᥋ゐᢚไࣔࢹࣝ࡜ࡣ, ㏻ᖖ⣽⬊ཬࡧࡑࡢ✺↛ኚ␗࡟ࡼࡗ࡚⏕ࡌࡿ␗ᖖ⣽⬊ࡢ 2 ✀㢮ࡢ⣽⬊㞟ᅋࡢ᣺ࡿ⯙࠸ࢆグ㏙ࡍࡿࣔࢹ࡛ࣝ࠶ࡾ, ࡇࢀࡣ 2 ኚᩘࡢ㏥໬ᣑᩓ㡯ࢆక࠺㠀⥺ᙧ೫ᚤศ᪉⛬ᘧ࡟ࡼࡾ୚࠼ࡽࢀࡿࠋ࠶ࡿ඾ᆺⓗ࡞ࣃ࣓࣮ࣛࢱ㡿ᇦ࡟࠾ࡅࡿࢩ࣑࣮ࣗࣞࢩ࡛ࣙࣥࡣ, 2 ✀ࡢ⣽⬊⩌ࡢ᏶඲࡞ศ㞳ࡀほᐹࡉࢀ, ࡑࢀࡀ㐍⾜Ἴゎⓗ࡞᣺ࡿ⯙࠸ࢆ♧ࡍࠋࡇࡢࡇ࡜ࡢṇᙜ໬࡜ࡋ࡚,2010 ᖺᗘࡲ࡛ࡢ◊✲࡛ࡣ᥋ゐᢚไࣔࢹࣝ࡟⌧ࢀࡿศ㞳㐍⾜Ἴゎࡢ㏿ᗘ᝟ሗࡸᴟ㝈ᙧ≧࡟ࡘ࠸࡚, ୍ᐃࡢᡂᯝࢆᚓࡿࡇ࡜ࡀ࡛ࡁࡓࠋ୍᪉, ࣔࢹࣝ᪉⛬ᘧࡀ᭷ࡍࡿᙉ࠸㠀⥺ᙧ┦஫స⏝࡟㉳ᅉࡋ࡚, ゎࡢᩘ⌮ゎᯒࡸࢩ࣑࣮ࣗࣞࢩࣙࣥ࡟ࡘ࠸࡚ከࡃࡢᩘ⌮ⓗㄢ㢟ࡀṧࡉࢀ࡚࠸ࡿࠋ
2011 ᖺᗘࡢ◊✲࡛ࡣ⥅⥆ࡋ࡚᥋ゐᢚไࣔࢹࣝࡢᩘ⌮ゎᯒ࡟ྲྀࡾ⤌ࢇࡔࠋ୍㐃ࡢ◊✲άືࡢ୰࡛ࡶ, ▷ᮇᾏእฟᙇ࡟ࡼࡿࣇࣛࣥࢫ࣭ࣃࣜ༡኱Ꮫࡢ⁫ᅾ࣭ゼၥࢆ≉➹ࡍࡿⅬ࡜ࡋ࡚ᣲࡆࡿࠋ
ࡇࡢ㛫㸪ඹྠ◊✲⪅࡛࠶ࡿ M.Bertsch ᩍᤵ, D.Hilhorst ᩍᤵ࡜ᐦ࡞◊✲ウㄽࢆ⾜࠸༠ຊయไࢆᙉ
໬ࡋࡓࠋࡇࢀ࡟ࡼࡿ◊✲㐃ᦠࢆ⤒࡚, ࣔࢹࣝ᪉⛬ᘧ࡟ᑐࡍࡿ஺ᕪ㐍⾜ἼゎࡢᏑᅾド᫂ࡀᚓࡽࢀ
ࡓࠋࡇࢀ࡟ࡼࡾ, ≉ᐃࡢࣃ࣓࣮ࣛࢱ᮲௳ୗ࡟࠾࠸࡚, ᥋ゐᢚไࣔࢹࣝࡀࡼࡃ▱ࡽࢀࡓ༢Ᏻᐃ⣔཯ᛂᣑᩓ᪉⛬ᘧ࡜㢮ఝࡢᛶ㉁ࢆᣢࡘྍ⬟ᛶࡀ♧၀ࡉࢀࡿࠋࡇࡢࡇ࡜ࡣ௒ᚋࡢゎᯒ࡟࠾࠸࡚᭷⏝࡞᝟ሗ࡜࡞ࡿ࡜ᛮࢃࢀࡿࠋ
ࡲࡓ, ࡇࢀࡲ࡛ࡢ◊✲ෆᐜࢆྵࡴㄽᩥࢆィ 3 ⦅ᇳ➹ࡋ(ศᢸᇳ➹), ࠺ࡕ 1 ⦅࡟ࡘ࠸࡚ࡣ 2012 ᖺ 1 ᭶࡟ᢞ✏ࢆ⾜ࡗࡓࠋ࡞࠾ᙜࢢ࣮ࣟࣂࣝ COE ᩍ⫱࣭◊✲ᣐⅬ࡟ࡣ
10 ᭶ᮎ᪥ࡲ࡛ᅾ⡠ࡋ, 11 ᭶ 1 ᪥ࡼࡾ஑ᕞᕤᴗ኱Ꮫ࡟␗ືࡋࡓࠋ␗ືࡋࡓᚋࡶᙜㄢ㢟࡟㛵ࡍࡿ◊✲ࢆ⥅⥆ࡋ࡚࠸ࡿࠋ
2011 ᖺᗘࡢᙜㄢ㢟࡟㛵ࡍࡿ◊✲ᴗ⦼(␗ືᚋࡶྵࡴ)࡟ࡘ࠸࡚, ୖ㏙ࡢᢞ✏ㄽᩥ 1 ⦅࡟ຍ࠼࡚,ィ 5 ᅇ ࡢ ཱྀ 㢌Ⓨ ⾲ , ࡞ࡽ ࡧ ࡟ 2 ௳ ࡢ࣏ ࢫ ࢱ ࣮Ⓨ ⾲ ࢆ ⾜ ࡗ ࡓ ࠋ௦ ⾲ ౛࡜ ࡋ ࡚ ᅜ 㝿 ఍㆟
ࠕDutch-Japanese Workshop on ”Nonlinear nonequilibrium evolution problems : selected topics onmaterial and life sciences”ࠖ(2011 ᖺ 11 ᭶, ࢜ࣛࣥࢲ࣭࢔࢖ࣥࢺ࣮࣍ࣇ࢙ࣥ, ࡓࡔࡋ GCOE ◊✲㈝௨እ࡟ࡼࡿᾏእฟᙇ)࡛⾜ࡗࡓཱྀ㢌Ⓨ⾲࠾ࡼࡧ࣏ࢫࢱ࣮Ⓨ⾲ࡣ᪥ᮏ࠾ࡼࡧ࢜ࣛࣥࢲࡢ◊✲⪅࡟㧗࠸ホ౯ࢆᚓࡿࡇ࡜ࡀ࡛ࡁࡓࠋ

On the effect of focal mechanism
to the occurring rate ofan earthquake

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ᕏෙ༚ SIEW Hai-Yenᄂᆮಒᙲ
In my previous study, a new estimation procedure for the modulated renewal processes has beendeveloped, in order to study the survival pattern of an earthquake. The proposed method has updated
some existing estimators, such as the Nelsen㸫Aalen estimator and the partial likelihood estimator forthe baseline intensity and the parametric covariate processes, respectively. Assuming that the parametriccovariate processes are known, a new estimating equation has been derived from the martingale propertyof point processes to estimate the cumulative baseline intensity and the estimate of the baseline intensity
has been also obtained after smoothing process. On the other hand, the parametric covariate processes are
estimated using the maximum likelihood methods, when the baseline intensity is given. The baseline
intensity and parametric covariate processes are calculated iteratively until convergence. As applications,the proposed method are applied to 100 sets of simulated data and the aftershocks of Wenchuan
earthquake in 2008.
Besides that, I am also interested in predicting the occurrence of the next aftershock after a major
earthquake when the information of the focal mechanism of the earthquake are given. The focal
mechanism describes the inelastic deformation in the source region that generates the seismic waves.
Seismologists treat it as the direction of slip in an earthquake and the orientation of the fault on which it
occurs. Therefore, we could collect the directions of azimuth, dip and slip of the fault in our studies. In
order to use these information, we initially assume that the joint density of time gaps of two consecutive
events, magnitudes, depth and the sines and cosines of the directions of azimuth, dip and slip, following a
multivariate powered normal distribution. Applying our method to the data of 2008 Wenchuan
earthquake, we first computed the conditional densities of the occurring time and magnitude of one event,given the time, magnitudes, depth and angles of the previous event. From that, we obtained the 95%
prediction intervals for each aftershock for time elapsed before the occurrence of the next aftershock as
well as the magnitude. We also computed the coverage probability and the average length of theprediction intervals. The result showed that the model gave a good model if we included the information
up to lag 4. Furthermore, we found that the lag 4 Wenchuan model gave a prediction on the occurrence oftime gaps and magnitude of Tohoku earthquake (2011) with accuracy of 84% and 86%, respectively. This
study is continued to figure out the essential elements and conditions for better predictions.

GCOE Research Fellows৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ଢ඙‫ܖٻ‬ᄂᆮȷჷᝠ৆ဦೞನᄂᆮਖ਼ᡶՃᲢȝǹȈȷȉǯǿȸᲣ )%1'ྵᝋૠྸ 2&ȷዮӳᄂᆮ‫ܖٻ‬ᨈ‫ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ወᚘᅹ‫ܖ‬ᲦҦٟᲢወᚘᅹ‫ܖ‬ᲣወᚘႎȢȇȪȳǰƓǑƼȇȸǿᚐௌᲴᄂ ᆮ ϋ ܾ

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࿢‫ؾ‬Ệ̔‫܍‬ẲẺᐯࠁᬝѣቩ‫܇‬ỉᢃѣỉᴾྸᚐểСࣂᴾӋኛࡻࢠ SANNOU Yumihiko৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ࠼޽‫ܖٻܖٻ‬ᨈྸ‫ܖ‬ᄂᆮᅹૠྸЎ‫܇‬ဃԡྸ‫ݦܖ‬ૌᄂᆮՃ
ȷ᣿එ‫ ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ྵᝋૠྸ‫ܖ‬ᲦҦٟᲢྸ‫ܖ‬Უᄂ ᆮ ϋ ܾᲴ ᩼ዴ࢟ᐯᇌᢃѣእ‫܇‬ƷᢃѣᚐௌƱСࣂ

GCOE Research Fellowsᄂᆮಒᙲ ⏺㠃άᛶ๣ࡢ୍✀࡛࠶ࡿᶋ⬻ࢆ⣧Ỉ࡟ᾋ࠿࡭ࡿ࡜Ỉ㠃ࢆ⮬㉮ࡋࡲࡍࠋࡇࡢ⌧㇟ࡣ㸪⏺㠃άᛶ๣ࡢ୍ࡘࡢ≉ᚩ࡛࠶ࡿỈࡢ⾲㠃ᙇຊࢆపୗࡉࡏࡿຠᯝ࡟ࡼࡗ࡚⏕ࡌࡿࡇ࡜ࡀ▱ࡽࢀ࡚࠸ࡲࡍࠋ
ࡘࡲࡾ㸪ᶋ⬻ࡀỈ㠃࡟ᒎ㛤ࡋࡓ㝿࡟㸪⾲㠃ᙇຊࡢప࠸㡿ᇦ࡜㧗࠸㡿ᇦࡀ⏕ࡌ㸪⤖ᯝⓗ࡟⾲㠃ᙇຊࡀ㧗࠸᪉࡬ᶋ⬻ࡀ⛣ືࡍࡿࡢ࡛ࡍࠋ⮬ศ⮬㌟ࡀᘬࡁ㉳ࡇࡍ⾲㠃ᙇຊኚ໬࡟ࡼࡗ࡚㥑ືࡍࡿ⢏Ꮚ(⮬ᕫ㥑ື⢏Ꮚ)࡟㛵ࡍࡿ᭱ึࡢሗ࿌ࡣ㸪࢖ࢠࣜࢫࡢࣞ࢖࣮ࣜཀ࡟ࡼࡿࡶࡢ࡛ 100 ᖺ௨ୖࡶ㐣ཤ࡟㐳ࡾ㸪௨᮶㸪⮬ᕫ㥑ື⢏Ꮚࡣ⏕࿨ࡀᣢࡘศᏊ࣮ࣔࢱࢆᶍೌࡋࡓ⏬ᮇⓗ࡞ືຊ࡜ࡋ࡚ὀ┠ࡉࢀ࡚ࡁࡲࡋࡓࠋࡇࡢᵝ࡞ศᏊ࣮ࣔࢱࡢไᚚࡣ㸪⏕࿨άືࡢゎ᫂ࡢ୍ࡘࡢᡭ࠿ࡀࡾ࡟࡞ࡿ࡜ᮇᚅ
࡛ࡁ࡚㸪࠸ࡃࡘࡶሗ࿌ࡀࡉࢀ࡚࠾ࡾ㸪ᡃࠎࡶ◊✲ㄢ㢟࡜ࡋ࡚࠸ࡲࡍࠋ ୍ࡘ࡜ࡋ࡚㸪ᶋ⬻㥑ືࡢ࣐ࣛࣥࢦࢽὶࡀ㸪⁐ᾮ୰࡟ῧຍࡋࡓ◲㓟ࢻࢹࢩࣝࢼࢺ࣒ࣜ࢘(SDS)ࡢ⃰ᗘ࡟౫Ꮡࡋ࡚≉␗ⓗ࡟ኚ໬ࡍࡿࡇ࡜ࢆぢฟࡋ㸪༠ྠ◊✲⪅ࡽࡢ༠ຊࡢࡶ࡜࡛㸪ࡑࡢᶵᵓࢆᐇ㦂ⓗ࣭ᩘ⌮ⓗ⪃ᐹ࠿ࡽゎ᫂ࡋࡲࡋࡓࠋSDS ࡣ⏺㠃άᛶ๣࡛࠶ࡾ⁐ᾮࡢ⾲㠃ᙇຊࢆపୗࡉࡏࡿࡢ࡛㸪ᶋ⬻㥑ືࡢ࣐ࣛࣥࢦࢽὶࡣ⁐ᾮ୰ࡢ SDS ⃰ᗘࡢୖ᪼࡟ࡘࢀ࡚ᢚไࡉࢀࡿࡇ࡜ࡀண᝿࡛ࡁࡲࡍࠋᐇ㝿㸪SDS⮫ᾏ࣑ࢭࣝ⃰ᗘ௜㏆ࡲ࡛ࡣ⁐ᾮ୰ࡢ SDS ⃰ᗘࡢୖ᪼࡟క࠸࣐ࣛࣥࢦࢽὶࡣᢚไࡉࢀ࡚࠸ࡁࡲࡍࠋ
ࡋ࠿ࡋண᝿࡟཯ࡋ࡚㸪ࡑࢀ௨ୖࡢ SDS ⃰ᗘ࡛࣐ࣛࣥࢦࢽὶࡀ෌⏕ࡍࡿᵝᏊࡀほࡉࢀࡲࡋࡓ(ୗᅗ)ࠋ

ࡇࡢ⌧㇟ࡢᶵᵓࢆ᥈ࡿ࡟࠶ࡓࡾ㸪࣐ࣛࣥࢦࢽὶࡢ㥑ືຊࡀ⾲㠃ᙇຊࡢᶋ⬻⃰ᗘ࡟ᑐࡍࡿኚ໬⋡࡜ᶋ⬻⃰ᗘࡢ✵㛫໙㓄࡟ࡼࡿࡇ࡜࡟ὀ┠ࡋࡲࡋࡓࠋࡉࡽ࡟㸪⮫ᾏ࣑ࢭࣝ⃰ᗘࢆቃ࡟ᶋ⬻ࡢ SDS ⁐ᾮ࡬ࡢ⁐ゎ⋡ࡀ኱ࡁࡃኚ໬ࡍࡿࡇ࡜㸪࡝ࡢ SDS ⃰ᗘࡢ⁐ᾮ࡟ᑐࡋ࡚ࡶᶋ⬻ࡀ⁐ࡅ㎸ࡴࡇ࡜࡛⾲㠃ᙇຊࡀపୗࡍࡿࡇ࡜ࢆⓎぢࡋ㸪ὀ┠ࡋࡓ㥑ືຊࡢ㆟ㄽ࡜⤖ࡧ௜ࡅ࡚㸪ࡇࢀࡽࡀ෌⏕⌧㇟࡟῝ࡃ࠿࠿ࢃࡗ
࡚࠸ࡿࡇ࡜ࢆ✺ࡁṆࡵࡲࡋࡓࠋ

ྛ SDS ⃰ᗘ࡛ࡢὶࢀ࡟ࡼࡿྍど໬⢏Ꮚࡢືࡁ(1 ⛊㛫)ࠋᐜჾࡣ㛗ࡉ 90 mm㸪ᖜ 5 mm㸪
Ỉ῝ࡣ 5 mmࠋὶࢀࡣ SDS ⃰ᗘࡢୖ᪼࡟ࡘࢀ୍࡚➃ᢚไࡉࢀࡓᚋ㸪෌⏕ࡍࡿࠋኬᏘᢃѣỉૠྸ

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ᙱ஭̮ɟᢹ NISHIMURA Shin-ichiro৑ ‫ ޓ‬ȷ ࢫ ᎰᲴ έᇢૠྸᅹ‫ܖ‬ǤȳǹȆǣȆȥȸȈᄂᆮՃ ࠼޽‫ܖٻܖٻ‬ᨈྸ‫ܖ‬ᄂᆮᅹૠྸЎ‫܇‬ဃԡྸ‫ݦܖ‬ૌᄂᆮՃ
ȷிʮ‫ ܖٻ‬‫ ᧉ ݦ‬ȷ ‫ ܖ‬ˮᲴ ྸᛯဃཋ‫ܖ‬ᲦҦٟᲢ‫ܖ‬ᘐᲣᄂ ᆮ ϋ ܾᲴ ኬᏘᢂឥᲦѣཋƷᨼ‫ׇ‬ᢃѣሁƴ᧙Ƣǔྸᛯႎᄂᆮ

Ᏹᐂ✵㛫ࡣ᫬㛫㍈ࢆ㝖ࡅࡤ㸱ḟඖ࡛ᵓᡂࡉࢀ࡚࠸ࡿࠋࡑࡢࡓࡵ࡟ࠊ⏕≀ࡶ㸱ḟඖ✵㛫ࡢ୰࡛≉ᐃࡢ✵㛫㡿ᇦࢆ༨ࡵ࡞ࡅࢀࡤ࡞ࡽࡎࠊᚲ↛ⓗ࡟⛣ືࡀక࠺ࠋࡑࡢ⛣ືࡣ᏶඲࡟እⓗせᅉ㸦ᾏὶࠊẼὶࠊ௚ࡢ⏕≀࡟ࡼࡿ⛣ື㸧࠿ࠊ⏕≀ෆ࡟⵳࠼ࡽࢀࡓ໬Ꮫ࢚ࢿࣝࢠ࣮ࡢᾘ㈝࡟ࡼࡿࡶࡢ࡛࠶ࡿࠋ
᳜≀ࡢ✀Ꮚࡢ⛣ື࡞࡝ࡣከࡃࡢሙྜ๓⪅ࡢ⛣ືἲ࡟ࡓࡼࡗ࡚࠸ࡿࡀࠊື≀࡞࡝ࡣᚋ⪅࡟ࡼࡿࡶࡢ
ࡀከ࠸ࠋ᳜≀࡜㐪࠸ື≀ࡣࠊࡑࡢಶయࡢ⛣ື⬟ࡀ㧗ࡃࠊࡉࡽ࡟ᵓᡂࡋ࡚࠸ࡿ⣽⬊࡟ࡶ⮬Ⓨⓗ⛣ື⬟ࡀ࠶ࡿࠋ᳜≀ࡢ⣽⬊࡟ࡣ⮬Ⓨⓗ࡞㐠ືࢆ⾜࠺ჾᐁࡀ࡞࠸ሙྜࡀከࡃࠊ⣽⬊ࡢ┦ᑐⓗ఩⨨ࢆᐜ᫆࡟ኚ࠼ࡿࡇ࡜ࡀ࡛ࡁ࡞࠸ࡀࠊື≀ࡢሙྜࡣ⮬Ⓨⓗ࡟ືࡁᅇࡿࠋ౛࠼ࡤࠊࣄࢻࣛ࡞࡝ࡣࠊ⸆๣࡞࡝
࡛⣽⬊ࢆࣂࣛࣂࣛ࡟ࡋ࡚෌ࡧ㞟ྜࡉࡏࡿ࡜ࠊࡸࡀ࡚ෆ⬇ⴥ࡜እ⬇ⴥࡢ⣽⬊ࡀศ㞳ࡋ࡚ࣄࢻࣛ࡟ᡠ
ࡗ࡚࠸ࡃࠋ⣽⬊ࡢ⛣ື⬟ࡣື≀࡛ࡣ」㞧࡞ჾᐁࢆᙧᡂ⥔ᣢ࡟ᚲせ୙ྍḞ࡛࠶ࡿࠋື≀⣽⬊ࡢ♽ඛࡣࠕ࢔࣓࣮ࣂ㐠ືࠖࢆ⾜࠺ࡇ࡜ࡢ࡛ࡁࡿ⣽⬊ࡔࡗࡓࡽࡋࡃࠊࡑࡢᶵ⬟ࡣච␿⣽⬊ࡢ⛣ື࡞࡝࡟⏕࠿ࡉࢀ࡚࠸ࡿࠋࡇࡢ࢔࣓࣮ࣂ㐠ືࢆ⾜࠺⣽⬊ࢆᣢࡘ⏕≀ࡣື≀ࡔࡅ࡛ࡣ࡞࠸ࠋ
⣽⬊ᛶ⢓⳦࡜࿧ࡤࢀࡿ⏕≀ࡣࠊ࢔࣓࣮ࣂ㐠ືࢆ⾜࠺⦾Ṫᮇ࡜⛣ືయ࡜࿧ࡤࢀࡿከ⣽⬊యࢆసࡿ㣚㣹≧ែᮇࢆᣢࡗ࡚࠸ࡿࠋື≀࡜ࡣ␗࡞ࡿ⣔⤫࡟࠸ࡿ⏕≀࡛ࠊከ⣽⬊໬ࡶື≀࡜ࡣู࡟㐍໬ࡋ࡚ࡁࡓ࡜᥎ ࡉࢀ࡚࠸ࡿࠋ⛣ືయᙧᡂࡣື≀ࡢⓎ⏕࡟ఝࡓ⌧㇟࡛ࠊࡲࡓ⣽⬊⛣ືࢆᢸ࠺ศᏊࡣື≀⣽⬊࡜ࡢඹ㏻ᛶࡀ㧗ࡃࠊࡼࡃ◊✲ࡉࢀ࡚࠸ࡿࠋ
⚾ࡣࠊື≀⣽⬊ࡸ⣽⬊ᛶ⢓⳦ࡢ⣽⬊ࡀ⾜࠺≉ᚩⓗ࡞ࠕ࢔࣓࣮ࣂ㐠ືࠖ࡟ࡘ࠸࡚ࡢᩘ⌮ⓗゎᯒࢆ┠ᣦࡋ࡚࠸ࡿࠋ࢔࣓࣮ࣂ㐠ືࡣᴟࡵ࡚୙ᛮ㆟࡞㐠ື࡛ࠊ⣽⬊ࡀኚᙧࡋ࡞ࡀࡽ㐠ືࡍࡿࡀࠊ஧ᗘ࡜
ྠࡌᙧࡣ⌧ࢀ࡞࠸࡜ゝࢃࢀ࡚࠸ࡿ࡯࡝」㞧࡟ኚᙧࡍࡿࠋࡇࡢ⣽⬊ࡢᙧࡢ୙ᐃᛶࡣࠊఱࡢព࿡ࡶᣢ
ࡓ࡞࠸ࡼ࠺࡟ࡶぢ࠼ࡿࡀࠊ࠶ࡿ✀ࡢ⤫ィⓗᛶ㉁ࢆᣢࡗ࡚࠸ࡿࡇ࡜ࡀ᫂ࡽ࠿࡟࡞ࡗ࡚࠸ࡿࠋ㧗ᮌࡽࡣࠊ⣽⬊ࡢ㔜ᚰ⛣ືࡢ⤫ィᛶࢆㄪ࡭ࡓ࡜ࡇࢁࠊ⣽⬊ࡢࣛࣥࢲ࣒࡞⛣ືࡣࠊ༢⣧࡞ᣑᩓ㐣⛬࡛ࡣ࡞ࡃ␗ᖖᣑᩓᛶࢆᣢࡗ࡚࠸ࡿࡇ࡜ࢆ᫂ࡽ࠿࡟ࡋࡓࠋ⣽⬊ࡢኚᙧࡣ࢔ࢡࢳࣥ࡜࠸࠺ศᏊ࡛ไᚚࡉࢀ࡚
࠸ࡿࡀࠊࡉࡽ࡟ࡑࢀࢆไᚚࡍࡿἑᒣࡢศᏊ⩌ࡀ᫂ࡽ࠿࡟ࡉࢀ࡚࠸ࡿࠋ⚾ࡣ࢔ࢡࢳࣥࢆไᚚࡍࡿᅉ
Ꮚࢆ୍ࡘ௬ᐃࡍࢀࡤࠊ⣽⬊ࡢ」㞧࡞ኚᙧࢆㄝ࡛᫂ࡁࠊࡉࡽ࡟㧗ᮌࡽࡀ᫂ࡽ࠿࡟ࡋࡓ㔜ᚰ⛣ືࡢ⤫ィᛶࡶㄝ࡛᫂ࡁࡿࡇ࡜ࢆ᫂ࡽ࠿࡟ࡋࡓࠋ
ࣛࣥࢲ࣒࡞⣽⬊ࡢ⛣ືࡀ㏻ᖖࡢᣑᩓ㐣⛬࡜␗࡞ࡿࡇ࡜ࡣఱࢆព࿡ࡋ࡚࠸ࡿࡢࡔࢁ࠺࠿㸽⣽⬊ࡣఱ࠿ࢆ᥈⣴ࡍࡿࡢ࡟㐺ࡋࡓ⛣ື᪉ἲࢆྲྀࡗ࡚࠸ࡿ࡜ᛮࢃࢀࠊ࡛ࡁࡿࡔࡅᗈ࠸⠊ᅖࢆ᥈⣴ࡋࡼ࠺࡜ࡋ࡚࠸
ࡿࡇ࡜ࡀ⤫ィⓗゎᯒ࡛⌧ࢀ࡚࠸ࡿ࡜᥎ ࡛ࡁࡿࠋ⚾ࡢ࠾ࡇ࡞ࡗࡓࢩ࣑࣮ࣗࣞࢩ࡛ࣙࣥࡣࠊ㞀ᐖ≀ࡀ࠶ࡿ≧ἣ࡟࠾࠸࡚ࡶࠊ㞀ᐖ≀ࢆ࠺ࡲࡃ㑊ࡅ࡚┠ⓗᆅ㸦ࢩࢢࢼࣝⓎ⏕※㸧࡟฿㐩ࡍࡿࡇ࡜ࡀ♧ࡉࢀࡓࠋ

GCOE Research Fellows

ᄂᆮಒᙲ

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∄∞⇗⇩⇮∄⇊⇕∓⇟⇮∏⇕⇧∉∞↝∈⇭∐∙⇖↗ܱᚰЎௌ㻌㻌㻌Ӵ߷฼ KIKKAWA Mitsuru㻌㻌৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲭ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ
Ღɥ‫̮ٻޛ‬ᲢǷȟȥȬȸǷȧȳྰᲣ ௅‫ޛ‬Ⴚ೔ᲢȢȇȪȳǰྰᲣᄂ ᆮ ᛢ ᫆ Ჴ ᡶ҄ǲȸȠྸᛯƷૠྸƱƦƷࣖဇ

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௒ᖺᗘ䛿ᐇドศᯒ䛻㔜Ⅼ䜢㉳䛝䚸ḟ䛾◊✲䜢⾜䛳䛯䚹䠍䠊䝎䝤䝹䜸䞊䜽䝅䝵䞁䜢⏝䛔䛯ᕷሙ䛾䝰䝕䝸䞁䜾䛸䛭䛾ᐇドศᯒ
Chatterjee and Samuelson (1983)䜢ཧ⪃䛻䛧䚸ᯈ䛾ཌ䜏䜎䛷⪃៖䛻ධ䜜䛯㔠⼥ᕷሙ䛾䝰䝕䝹䜢ᵓ⠏䛧䛯䚹䝎䝤䝹䜸䞊䜽䝅䝵䞁䛻䛚䛔䛶䝧䜲䝆䜰䞁䝘䝑䝅䝳ᆒ⾮䛜Ꮡᅾ䛧䛺䛔䛣䛸䛜▱䜙䜜䛶䛔䜛䚹䛣䜜䜢⏝䛔䜛䛸䚸ᕷሙ䛷䛿ᢞ㈨ᐙ䛿ᡓ␎ⓗ䛻䛿⾜ື䛧䛶䛚䜙䛪䚸ᶵᲔⓗ䛻ᡓ␎䜢㑅ᢥ䛧䛶䛔䜛䛣䛸䛸䛺䜛䚹䛭䛾䛯䜑ຠ⋡ᕷሙ௬ㄝ䛸ྠᵝ䛻ᕷሙ䛻䛿㠀ྜ⌮ⓗ䛺ᡓ␎䛷ᢞ㈨䜢⾜䛳䛶䛔䜛䝜䜲䝈䝖䝺䞊䝎䞊䛜Ꮡᅾ䛧䛶䛔䜛䛸ᤊ䛘䛯䚹䛭䛣䛷䛣䛾ᢞ㈨ᐙ䛾㝈ᐃྜ⌮ⓗ䛺⾜ື䜢 Kikkawa (2009) 䛷ᑟฟ䛧䛯㠀⥺ᙧᡓ␎䜢⏝䛔䚸ᐇドศᯒ䜢⾜䛳䛯䚹䛭䛾⤖ᯝᢞ㈨ᐙ䛾㝈ᐃྜ⌮ⓗ䛺⾜ື䜔⌮ㄽ◊✲䛷ᑟฟ䛧䛯㛵ಀᘧ䜢⏝䛔䜛䛣䛸䛻䜘䜚䚸ᮇᚅ฼ᚓ䛾ศᩓ䜔ฟ᮶㧗䛾ศᕸ䛜ᢞ㈨ᐙ䛾㈈䛻ᑐ䛩䜛ホ౯㢠䛾ᕪ䛻ẚ౛䛧䛶䛔䜛䛸䛔䛖䛣䛸䛜ᐇドⓗ䛻☜ㄆ䛥䜜䛯䚹䛥䜙䛻䛿⣙ᐃ౯᱁䛸 Walras ᆒ⾮౯᱁䛾䛹䛱䜙䛻౯᱁Ⓨぢᶵ⬟(Hasbrouck, 1995)䛜䛒䜛䛾䛛䜢ㄪ䜉䚸⣙ᐃ౯᱁䛸ẚ㍑䛧䚸Walras ᆒ⾮䛾᪉䛻౯᱁Ⓨぢᶵ⬟䛜䛒䜛䛣䛸䛜ศ䛛䛳䛯䚹䠎䠊⚾タྲྀᘬ䝅䝇䝔䝮䛻䛚䛡䜛ᐇドศᯒ⚾タྲྀᘬ䝅䝇䝔䝮䛿Ḣ⡿䛷䛿䛩䛷䛻ᢞ㈨ᐙ䛾㛫䛷ᾐ㏱䛧䛶䛚䜚䚸ྲྀᘬ䝁䝇䝖䛾๐ῶ䛿䜒䛱䜝䜣䛾䛣䛸䚸ὶືᛶ䛾ྥୖ䚸䝇䝥䝺䝑䝗䛾⦰ᑠ䚸䝪䝷䝔䜱䝸䝔䜱䛾పୗ䛜☜ㄆ䛥䜜䛶䛔䜛䚹㏆ᖺ᪥ᮏ䛻䛚䛔䛶䜒ἲᚊᨵṇ䚸኱ᡭドๆ఍♫䛾ཧධ䜔 SOR 䛜‽ഛ䛥䜜䛶䛝䛶䛚䜚䚸䛣䛾⚾タྲྀᘬ䝅䝇䝔䝮䛜ὀ┠䛥䜜ጞ䜑䛶䛔䜛䚹
䛭䛣䛷䛣䛾⚾タྲྀᘬ䝅䝇䝔䝮䜢ᮾிドๆྲྀᘬᡤ䛸ẚ㍑䛩䜛䛣䛸䛻䜘䜚䚸ᕷሙ≉ᛶ䜢⤫ィⓗ䛻ぢฟ䛧䛯䚹ලయⓗ䛻䛿Ḣ⡿䛸䛿␗䛺䜚䚸⚾タྲྀᘬ䝅䝇䝔䝮䛻䛿౯᱁Ⓨぢᶵ⬟䛜䛺䛟䚸ᯈ᝟ሗ䛿≉ᚩⓗ䛺ศᕸ䜢䛧䛶䛔䜛䚹䜎䛯⚾タྲྀᘬ䝅䝇䝔䝮䛻䛚䛡䜛ྲྀᘬ䛾✚ᴟᛶ (Biais, et al., 1995) 䛻╔┠䛧䚸ฟ᮶㧗ຠᯝ (Parlour, 1998)䜢⪃ᐹ䛩䜛䛸䚸௒䜎䛷䛾ฟ᮶㧗ຠᯝ䛸䛿␗䛺䜚䚸ᮾிドๆྲྀᘬᡤ䛻䛚䛔䛶኎䜚ὀᩥ䛜ቑ䛘䜛䛸䚸⚾タྲྀᘬ䝅䝇䝔䝮䛾㈙䛔ὀᩥ䛜ቑຍ䛩䜛䛸䛔䛖⤖ᯝ䜢ᚓ䛯䚹㻌 䛣䜜䜙䛾⤫ィⓗᛶ㉁䛛䜙䜰䝹䝂䝸䝈䝮ྲྀᘬ䛜㛵ಀ䛒䜛䛸᥎ிドๆྲྀᘬᡤ䛾⿵᏶ⓗ䛺ᙺ๭䛜䛒䜛䛸䛔䛖䛣䛸䛜᥎ 䛥䜜䛯䚹䛥䜜䚸⌧ᅾ䛾⚾タྲྀᘬ䝅䝇䝔䝮䛿ᮾ

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᣿ᗡүೞ଺↝᣿М↝஖᧓ನᡯЎௌ‒
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‫އם‬ᒍɟ DOI Eiichi␓৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲭ࠰ ␊‫ܖ‬ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ А‫ދ‬നଯᲢȢȇȪȳǰྰᲣᲦ ჿဋМɟᲢૠྸᚐௌྰᲣ
ᲦྛʮᆞᲦ‫ޛ‬஭ᏡᢹᲢǷȟȥȬȸǷȧȳྰᲣ ဃᄂ ᆮ ᛢ ᫆ ᲴᅈͺȇȸǿƴǑǔಅᆔȷ఍˄ƚК͂ငᄩྙƷ஖᧓ನᡯƱ␶‫ׅ‬ӓྙƷਖ਼‫ܭ‬ȢȇȫƷܱᚰ
Ҧ

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ᄂᆮಒᙲ

ᅜമ㸦JGB㸧౯᱁௜ࡅ㺱㺡㺼㺷ࡢ๭ᘬ⋡ࢆ⾲⌧ࡍࡿࡶࡢ࡜ࡋ࡚㔠฼ࡢᮇ㛫ᵓ㐀㺪㺽㺹㺜㺛ࡣ᭷⏝࡛࠶ࡾࠊ≉࡟㺜㺼㺹㺖㺎㺬㺽㺻മࡢ๭ᘬ⋡ࢆ⾲⌧ࡍࡿࡶࡢ࡜ࡋ࡚⾲⌧ࡉࢀࡿࠋࡑࡢ᝟ሗࡣࠊᇶᮏⓗ࡟ྛ᫬Ⅼࡢᅜമ౯᱁඲య࡟࠶ࡿࠋᐇ㝿࡟ࡣࠊከࡃࡢᅜമࡣ㺖㺎㺬㺽㺻മ࡛࠶ࡾࠊ౯᱁ࡶྵࡵࡓᅜമ඲యࡢ౯᱁ࡢ
⫼ᚋ࡟࠶ࡿ㺐㺎㺷㺢㺼඲యࡢ㺪㺽㺹㺜㺛࡜ࡋ࡚⾲⌧ࡉࢀࡿࠋࡇࡢ㺐㺎㺷㺢㺼ࡢᑟฟࡢ௙᪉ࡶࠊಶู㖭᯶ᒓᛶࢆ࡝ࡢ⛬ᗘ⪃៖ࡍࡿ࠿࡛⤖ᯝࡣ኱ࡁࡃ␗࡞ࡿࠋ↓⿢ᐃ౯᱁⌮ㄽ࡛ࡣࠊಶู㖭᯶ࡢᒓᛶࢆ↓どࡋࠊ๭ᘬമࢆ๓ᥦ࡜ࡋ࡚㺛㺬㺽㺍㺢㺸㺎㺢㺱㺡㺼㺷ࡸ㺪㺉㺺㺎㺢㺼㺸㺎㺢㺱㺡㺼㺷࡞࡝ࡢ≉ᐃ࡞㺱㺡㺼㺷࡟ࡼࡗ࡚㺱㺡㺼㺷໬ࡋࠊྍ⬟࡞ࡽゎᯒⓗ࡟๭ᘬ⋡ࢆᑟฟࡋࠊᮍ▱㺨㺽㺵㺰㺎㺞ࢆ㺡㺼㺎㺞࠿ࡽ᥎ᐃࡍࡿࠋ๓⪅ࡢ௦⾲ⓗ࡞㺱㺡㺼㺷ࡣ CJR 㺱㺡㺼㺷࡛࠶ࡾࠊᚋ⪅ࡢ௦⾲ⓗ࡞㺱㺡㺼㺷ࡣ HJM 㺱㺡㺼㺷࡛࠶ࡿࠋ௚᪉ࠊᮏ◊✲࡛ࡢ㺱㺡㺼㺷ࡣࠊ㖭᯶ᒓᛶࢆ✚ᴟⓗ࡟⪃៖ࡍࡿสᒇ(1995)ࠊKariya and Tsuda(1994)࡟ࡼࡿ㺱㺡㺼㺷໬ࢆᇶ♏࡜ࡍࡿࠋࡑࡢ⤖ᯝࠊಶู㖭᯶ࡢᩘ⮬యࡀ㈨⏘ᩘ࡜࡞ࡾࠊ㠀᏶ഛ࡞≧ἣࢆ᭱ึ࠿ࡽタᐃࡍࡿࡇ࡜࡟࡞ࡾࠊ㺶㺛㺖୰❧ ᗘࡣ୍ពⓗ࡟Ꮡᅾࡋ࡞࠸ࡢ࡛࠶ࡿ࠿ࡽࠊᐇ ᗘࡢࡶ࡜࡛ࡢホ౯ࢆᑐ㇟࡜ࡍࡿࠋࡉࡽ࡟≉ᐃ࡞㺱㺡㺼㺷ࢆ๓ᥦ࡜ࡏࡎ࡟ಶู㖭᯶ᒓᛶࢆ⪃៖ࡋࡓ㺪㺉㺺㺎㺢㺼㺸㺎㺢ࡢᮇ㛫ᵓ㐀⾲⌧࡟ࡼࡿ๭ᘬ⋡ࢆᖹᆒ್࡜
ࡑࡇ࠿ࡽࡢ஋㞳࡟ศゎࡋࠊ๓⪅ࢆከ㡯ᘧ㏆ఝࡋࠊ஋㞳ࡢ㒊ศ࡟ࡣ☜⋡ⓗ࡞┦㛵ᵓ㐀ࢆ᝿ᐃࡋ࡚
୍⯡໬᭱ᑠ஧஌ἲ࡟ࡼࡾ⤫ィⓗ࡟ฎ⌮ࡍࡿ㸦ᅗ⾲㸯㸧ࠋᅜമ౯᱁᝟ሗࡣࠊᬒẼኚື࡟ࡘ࠸࡚ࡢ
ᢞ㈨ᐙࡢ㺪㺉㺺㺎㺢㺼㺷㺍㺕㺻㺖㺼࡞ホ౯࡜ࡋ࡚ᑗ᮶ືྥࢆ₯ᅾⓗ࡟⾲⌧ࡋࡓ᝟ሗࡢ㞟ྜ࡜ࡋ࡚ᤊ࠼ࡿࡇ
࡜ࡀ࡛ࡁࡿ࡜࠸࠺⪃࠼࡟ᇶ࡙ࡃࠋ᭦࡟ᮏ◊✲࡛ࡣࠊࡇࢀࡽࡢᐇド࡜ࡋ࡚㔠⼥༴ᶵ᫬࿘㎶ࡢ㺡㺼㺎㺞ࢆ౑⏝ࡋᑟ࠿ࢀࡓ 6 ḟࡢከ㡯ᘧ࡟ࡼࡾ㏆ఝࡉࢀࡿᖹᆒ๭ᘬ⋡㛵ᩘࢆᥦ᱌ࡍࡿ࡜క࡟ࢮࣟ
࢖࣮ࣝࢻ➼ࢆླྀ㏙㸦ᅗ⾲㸰㸧ࠋ
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ࢊ‫ݱ‬ᆔ↝̛λ↚↷↺ᇤʗዼԧσ‫↚܍‬ឪ‫↺ↈ᧙↚঺࢟∙∞⇥⇷↺ↈ׆‬ᄂᆮ‒

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ᕲ᧓Ⴧ TOHMA Makoto㻌৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲭ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ ᒉ᣼ӐɟᢹᲢȢȇȪȳǰྰᲣᲦɥ‫̮ٻޛ‬ᲢǷȟȥȬȸǷȧȳྰᲣᲴӒࣖਘ૝ኒƴƓƚǔȑǿȸȳ࢟঺Ʒૠྸᄂ ᆮ ᛢ ᫆

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ᄂᆮಒᙲ

」ᩘ䛾⏕≀✀䛜┦஫㛵ಀ䛾⤖ᯝ䚸䛹䛾䜘䛖䛺᫬㛫ⓗ✵㛫ⓗᵝ┦䜢♧䛩䛛䛸䛔䛖ၥ㢟䛿䚸⏕ែᏛ䛻䛚䛔䛶㔜せ䛺ၥ㢟䛷䛒䜛䚹䛣䛾ၥ㢟䛻䛚䛔䛶䚸㔜せ䛺⤒㦂๎䛿䝻䝅䜰䛾⏕ែᏛ⪅ G, F. Gause 䛻䜘䛳䛶ᥦၐ䛥䜜䛯䛂➇த᤼௚ᚊ䛃䛷䛒䜛䚹➇த᤼௚ᚊ䛿䚸ྠ䛨⏕ែᏛⓗᆅ఩䛻䛒䛳䛶➇ྜ䛩䜛஧✀䛾⏕≀䛿ඹᏑ䛷䛝䛺䛔䛸୺ᙇ䛩䜛⤒㦂๎䛷䛒䜚䚸Gause ⮬㌟䛾ᐇ㦂䜔䚸Lotka-Volterra ᆺ䛸࿧䜀䜜䜛ᩘ⌮䝰䝕䝹䛷☜ㄆ䛥䜜䛶䛔䜛䚹䛧䛛䛧䚸⌧ᐇ䛾⮬↛⏺䛷䛿」ᩘ䛾⏕≀✀䛜➇த䛧䛺䛜䜙䜒ඹᏑ䛧䛶䛔䜛䚹䛣䛾䛂➇த⦆࿴ඹᏑ䛃≧ែ䛻䛴䛔䛶䚸䛂ከ䛟䛾✀䛜」㞧䛺➇த➼䛻䜘䛳䛶䠈」㞧䛺䝛䝑䝖䝽䞊䜽䛜⏕䛨䠈䛭䜜䛻䜘䛳䛶ᙉ➇த㛵ಀ䛜⦆࿴䛥䜜䠈ඹᏑ䛜ྍ⬟䛸䛺䜛䛾䛷䛒䜝䛖䛃䛸䛔䛖どⅬ䛛䜙䚸ᩘ⌮䝰䝕䝹䜢㏻䛨䛶
⌮ゎ䛧䜘䛖䛸ゝ䛖◊✲䛻ᚑ஦䛧䛶䛔䜛䚹2011 ᖺᗘ䛿୺䛻䚸୕✀㢮䛾⏕≀✀䛜➇ྜ䛧䛺䛜䜙ᣑᩓ䛩䜛≧ἣ䜢⾲䛩ᩘ⌮䝰䝕䝹䛷䛒䜛䚸䠍ḟඖ཯ᛂᣑᩓ⣔䛻䛚䛡䜛➇த⦆࿴ඹᏑၥ㢟䛻䛴䛔䛶䚸୕ᮧᩍᤵ䚸ୖᒣᩍᤵ䚸National Taiwan University 䛾
Chun-Chuan Chen ᩍᤵ, Li-Chang Hung ༤ኈ䛸䛾ඹྠ◊✲䛻ᚑ஦䛧䛯䚹䛭䛾⤖ᯝ䚸ᙉ䛔✀䛜ᙅ䛔✀䜢᤼㝖䛩䜛ᵝ䛺஧✀➇ྜ≧ែ䛻ᑐ䛧䚸᭦䛻ᙅ䛔➨୕✀䛜౵ධ䛩䜛஦䛻䜘䛳䛶䚸✵㛫㠀୍ᵝ䛺୕✀ඹᏑ≧ែ䛜䛒䜛䛣䛸䜢ព࿡䛩䜛䝟䝹䝇≧䛾Ᏻᐃᐃᖖ䝟䝍䞊䞁䛾Ⓨ⏕䜢ᩘ್ⓗ䛻♧䛩䛣䛸䛜䛷䛝䛯䚹䜎䛯䚸䛭䛾✵㛫㠀୍ᵝ≧ែ䛻䛴䛔䛶኱ᇦⓗศᒱᵓ㐀䜢ᩘ್ⓗ䛻᳨ウ䛩䜛䛣䛸䛻䜘䜚䚸✵㛫㠀୍ᵝ䛺䝟䝍䞊䞁ᙧᡂ䛿䚸᭱ᙉ✀䛸᭱ᙅ✀䛾஧✀䛾䜏䛛䜙䛺䜛୙Ᏻᐃ䛺䝟䝹䝇≧䛾ᐃᖖゎ䛛䜙ศᒱ䛧䛯ୖ䛷᭦䛻䝩䝑䝥ศᒱ䛻䜘䛳䛶Ᏻᐃ໬䛧䛯䜒䛾䛷䛒䜛䛣䛸䜢᫂䜙䛛䛻䛷䛝䛯䚹᭦䛻䚸䛭䛾✵㛫㠀୍ᵝ≧ែ䛜䚸䛒䜛ᖖᚤศ᪉⛬ᘧ䛾ゎ䜢౑䛖䛣䛸䛻䜘䛳䛶グ㏙䛷䛝䜛཯ᛂᣑᩓ⣔䛾 Semi-exact ゎ䛷䛒䜛䛣䛸䜢♧䛩䛣䛸䛜䛷䛝䛯䚹ୖグ䛾◊✲䛻䛴䛔䛶䚸୰㛫⤖ᯝ䜢䛄Semi-Exact Equilibrium Solutions of Competition-Diffusion Systems
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systems䛅䛸䛔䛖㢟┠䛷 2012 ᖺ 2 ᭶ᮎ䛻 Hiroshima Mathematical Journal 䛻ᢞ✏䛧䚸ྠᖺ䠑᭶ึ᪪䛻ཷ⌮䛥䜜䛯䚹䜎䛯䚸㛵㐃䛩䜛䝔䞊䝬䛸䛧䛶䚸஧✀䛜➇ྜ≧ែ䛻䛒䜛୰䛻ᙅ䛔➨୕✀䛜౵ධ䛩䜛஦䜢⾲䛩஧ḟඖ཯ᛂᣑᩓ䝰䝕䝹䛻䛚䛔䛶䚸ᩘ್ⓗ䛻ほ䛥䜜䜛➇த⦆࿴ඹᏑ䜢⾲䛩ືⓗ⼺᪕䛻䛴䛔䛶䚸Ⓨ⏕䛩䜛䝟䝍䞊䞁䛾䝟䝷䝯䞊䝍౫Ꮡᛶ䛻䛴䛔䛶䚸ᑐᛂ䛩䜛୍ḟඖၥ㢟䛾㐍⾜Ἴ䛸䛾㛵ಀ䛸ゝ䛖どⅬ䛛䜙୕ᮧᩍᤵ䛸䛾ඹྠ◊✲䜢㐙⾜䛧䛯䚹2011 ᖺᗘ୰䛻䛿⤖ㄽ䜢ฟ䛩䛻䛿⮳䜙䛺䛛䛳䛯䛾䛷䠎䠌䠍䠎ᖺᗘ䛻⥅⥆䛧䛶᳨ウ䜢㐍䜑䛶䛔䜛䚹

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ဇⅳ↎⇬−⇹ဪኵᙻᎮ଺↝‒ʴ↝ऴѣ↝Й‫ܭ‬৖ඥ↝᧏ႆ

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ଐ᭗࣋Ӯ HIDAKA Tetsuji␓␊৑‫ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲭ࠰
‫ܖ‬ᲦȁȸȠȕǧȭȸᲴ ਦ‫ݰ‬૙Ճ ‫ޢ‬ᢿ᩹ঙᲢȢȇȪȳǰྰᲣᲦɶ஭ԧ࠳ᲢǷȟȥȬȸǷȧȳྰᲣ ဃ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ
଺ኒЗᚐௌ৖ඥǛဇƍƨᲦȖȩȳȉƷ٥ɥǍ̖͌ƴ‫ݣ‬Ƣǔᄂ ᆮ ᛢ ᫆Ჴ␶࠼ԓјௐƷᄂᆮ
Ҧᄂᆮಒᙲ◊✲ㄢ㢟䛻๎䛳䛶䠈᫖ᖺᗘ䛛䜙⬻Ἴ䠄Electroencephalogram, EEG䠅䜢⏝䛔䛯ே䛾ឤ᝟䠈᝟ື䜢ุㄞ䛩䜛ᡭἲ䜢◊✲䛧䛶䛔䜛䚹᫖ᖺᗘ䛾ẁ㝵䛷䠈 ᐃ䛥䜜䛯 EEG 䛻ᑐ䛧䛶㧗࿘Ἴ䝣䜱䝹䝍䛸⊂❧ᡂศศᯒ䜢㐺⏝䛩䜛䛣䛸䛻䜘䛳䛶䠈➽㟁఩㝖ཤฎ⌮䜎䛷䛿䛒䜛⛬ᗘᐇ⏝䛻⪏䛘䜛┠ฎ䛜❧䛳䛯䛜䠈ฎ⌮ᚋ䛾䝕䞊䝍䛛䜙᝟ື䛻㛵䜟䜛᝟ሗ䜢ᢳฟ䛩䜛ᡭἲ䛿䜎䛰䜎䛰ᮍ᏶ᡂ䛷䛒䛳䛯䚹䛭䛣䛷䠈ᮏᖺᗘ䛿
EEG 䛾࿘ᮇᛶ䠈㠀⥺ᙧᛶ䛺䛹䛾ᛶ㉁䜢ㄪ䜉䜛సᴗ䛛䜙ྲྀ䜚⤌䜣䛰䚹㻌 ᫖ᖺᗘ䛻㛤Ⓨ䛧䛯䠈KM2O-䝷䞁䝆䝳䞂䜯䞁᪉⛬ᘧㄽ䠄KM2O䠅䛻ᇶ䛵䛔䛯࿘ᮇᛶ䜢ㄪ䜉䜛ᡭἲ䜢㐺⏝䛧䛯䛸䛣䜝䠈༢⣧䛺࿘ᮇᡂศ䛾䜏䛷䛿䛺䛟䠈㠀⥺ᙧᡂศ䛜㔜せ䛺ᡂศ䛷䛒䜛ྍ⬟ᛶ䛜㧗䛔䛣䛸䛜䜟䛛䛳䛶䛝䛯䚹䛭䛣䛷 KM2O 䛾⤖ᯝ䛸䝸䝲䝥䝜䝣ᣦᩘ䛺䛹䛾௚䛾㠀⥺ᙧᛶ䠄䜹䜸䝇ᛶ䠅ᣦᶆ䛸䛾ẚ㍑䜢
⾜䛳䛯䛸䛣䜝䠈EEG 䛻㛵䛧䛶୧⪅䛾ᣦᶆ䛾┦㛵䛜㧗䛔⤖ᯝ䛸䛺䛳䛯䚹䛣䜜䛿䠈EEG 䛾≉ᚩ䜢⾲䛩ᣦᶆ䛸䛧䛶䜹䜸䝇ᛶ䜢♧䛩ᣦᶆ䛜᭷ຠ䛷䛒䜛ྍ⬟ᛶ䛜㧗䛔䛣䛸䜢ព࿡䛧䛶䛔䜛䚹㻌 䛭䛣䛷䠈ᐇ㝿䛻⿕㦂⪅䛻䜘䜛䝔䝺䝡␒⤌ど⫈᫬䛾 EEG 䛛䜙䝸䝲䝥䝜䝣ᣦᩘ䜢ィ⟬䛧䛶᝟ື䛾ุᐃ䜢ヨ䜏䛯䚹䜎䛰ᡭἲ䛾᳨ドẁ㝵䛾䛯䜑䠈⿕㦂⪅䛿୍ே䠈኱⏬㠃䝔䝺䝡䛾๓䛻ᗙ䜚䠈EEG 䜢 ᐃ䛩䜛䝦䝑䝗䝉䝑䝖䜢㢌䛻⿦╔䛧䛯≧ែ䛷䝔䝺䝡␒⤌䜢୍ᐃ᫬㛫ど⫈䛧䛶䜒䜙䛔䠈EEG 䜢 ᐃ䛧䛯䚹 ᐃ䛥䜜䛯⏕䝕䞊䝍䛻ᑐ䛧䛶䝜䜲䝈㝖ཤ䛾ฎ⌮䜢⾜䛔ྛᐃ⟠ᡤ䛾᫬⣔ิ䝕䞊䝍䛾䝸䝲䝥䝜䝣ᣦᩘ䜢ィ⟬䛧䛯䚹ከḟඖ䛾䝸䝲䝥䝜䝣ᣦᩘ䛸䝥䝸䝁䞊䝗䛥䜜䛯᝟ື䛻ከ㡯䝻䝆䝑䝖䝰䝕䝹䜢㐺⏝䛧䛶᥎ᐃ䝰䝕䝹䜢ᵓ⠏䛩䜛䛣䛸䜢ヨ䜏䛯䚹䛭䛾⤖ᯝ䠈7 ๭⛬ᗘ䛾᥎ᐃ⢭ᗘ䛜ᚓ䜙䜜䛯䛯䜑䠈⌧ᅾ᳨ウ୰䛾᥎ᐃᡭἲ䛿᭷ᮃ䛷䛒䜛䛸ᮇᚅ䛷䛝䜛䚹㻌 䜂䛸䜎䛪 EEG 䛾≉ᚩ䜢⾲䛩ᣦᶆ䛸䛧䛶䝸䝲䝥䝜䝣ᣦᩘ䛜᭷ຠ䛷䛿䛺䛔䛛䛸䛔䛖ឤゐ䜢ᚓ䛯ẁ㝵䛷䛿䛒䜛䛜䠈ᗈ࿌ຠᯝ ᐃ䛻ά⏝䛩䜛䛻䛿䛥䜙䛺䜛᳨ド䛜ᚲせ䛺䛣䛸䛿䛔䛖䜎䛷䜒䛺䛔䚹䛧䛛䛧䠈EEG 䛻㛵䛩䜛ඛ⾜◊✲䛸␗䛺䜚䠈KM2O 䜢⏝䛔䛶㠀⥺ᙧᛶ䛾≉ᚩ䜢ᢳฟ䛧䛶䛔䜛䛯䜑䠈䜹䜸䝇ᛶ䛻╔┠䛩䜛䛣䛸䛾⌮⏤௜䛡䜢ᥦ౪䛷䛝䛶䛔䜛䛸⪃䛘䜙䜜䜛䚹䛥䜙䛻䠈䝸䝲䝥䝜䝣ᣦᩘ䛺䛹䛾䜹䜸䝇ᛶᣦᶆ䛿ཝᐦ䛺ᩘ್䜢ィ⟬䛩䜛䛾䛜ᅔ㞴䛰䛜䠈KM2O 䛾⤖ᯝ䛸ẚ㍑䛩䜛䛣䛸䛻䜘䛳䛶䠈┦ᑐⓗ䛺್䛾኱ᑠ䛻㛵䛧䛶䛿ಙ㢗䛷䛝䜛䛣䛸䜢䛒䜛⛬ᗘ☜ㄆ䛧䛶䛔䜛䚹㏻ᖖ䛾䜹䜸䝇ᛶ䛻㛵䛩䜛䝕䞊䝍ゎᯒ䛷䛿䝸䝲䝥䝜䝣ᣦᩘ䛾ṇ㈇䛜㔜せ䛰䛜䠈䛣䛣䛷䛿䛭䛾䜘䛖䛺್䛭䛾䜒䛾䛿ၥ䜟䛪䠈┦ᑐⓗ䛺኱ᑠ㛵ಀ䛰䛡䜢⏝䛔䛶䛔䜛䛯䜑䠈䝸䝲䝥䝜䝣ᣦᩘ䛾ィ⟬䛾ಙ㢗ᛶ䛾ၥ㢟䜢䜽䝸䜰䛧䛶䛔䜛䛸⪃䛘䜙䜜䜛䚹

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᩷᜿ᇘࢀ AOTANI Akihiro৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ
Ღɥ‫̮ٻޛ‬ᲢǷȟȥȬȸǷȧȳྰᲣ ‫ݱ‬௎ʰȷᙱౕਏᲢȢȇȪȳǰྰᲣᲴȐǯȆȪǢǳȭȋȸȑǿȸȳƷȢȇȪȳǰƓǑƼᚐௌᄂ ᆮ ᛢ ᫆ᄂᆮಒᙲ
Budrene㸪Berg(1991,1995)ࡣ㸪ᐮኳᇵᆅ࡛㉮໬ᛶࢆࡶࡘ኱⭠⳦ᰴ(HCB317tsr)ࢆᇵ㣴ࡍࡿ㝿࡟㸪㣴ศ⃰ᗘࡢࡳࢆኚ࠼ࡿࡇ࡜࡟ࡼࡗ࡚㸪ᗄఱᏛⓗ࡟␗࡞ࡿᶍᵝࢆᣢࡘ㸱✀㢮ࡢࢥࣟࢽ࣮ࣃࢱ࣮ࣥ
㸦ࢹ࢕ࢫࢡ≧࡟ᗈࡀࡿࣃࢱ࣮ࣥ㸪ᨺᑕ≧ᶍᵝࡢࣃࢱ࣮ࣥ㸪ᨃࣄ࣐࣡ࣜᶍᵝࡢࣃࢱ࣮ࣥ㸦ᅗ㸯㸧㸧ࢆほᐹࡋ㸪ࡑࢀࡽࡢࣃࢱ࣮ࣥࡀฟ⌧ࡍࡿせᅉ࡜ࡋ࡚㸪㣴ศᦤྲྀ࡟ࡼࡿቑṪ㸪ࣛࣥࢲ࣒࡞㐠ື㸪㉮໬ᛶ≀㉁ࡢ≀㉁㸪㉮໬ᛶ࡟ࡼࡿ⛣ືࡢ㸲ࡘࢆᣲࡆࡓࠋᙼ➼ࡣ㸪ࣃࢱ࣮ࣥᙧᡂࡣ㑇ఏᏊไᚚ࡛
⾜ࢃࢀࡿࡢ࡛ࡣ࡞ࡃ㸪ࡇࢀࡽ㸲ࡘࡢせᅉࡢ㐺ᙜ࡞ࣂࣛࣥࢫ࡛⮬ᕫ⤌⧊ⓗ࡟⌧ࢀࡿࡢ࡛ࡣ࡞࠸࠿
࡜㏙࡭࡚࠸ࡿࡀ㸪⌮⏤ࡣ♧ࡋ࡚࠸࡞࠸ࠋ
ࡇࡢሗ࿌࡟ᑐࡋ࡚㸪୕ᮧ-ᗈᒣࣔࢹࣝ(2002)࡟࠾࠸࡚㸪㣴ศ⃰ᗘࡔࡅࢆ⮬⏤ࣃ࣓࣮ࣛࢱ࡜ࡋ࡚㸪᭱⤊ᶍᵝ࠾ࡼࡧᙧᡂ㐣⛬࡟ࡘ࠸࡚ᐇ㝿ࡢࢥࣟࢽ࣮ࣃࢱ࣮ࣥ࡜㢮ఝࡍࡿࣃࢱ࣮ࣥࢆ෌⌧ࡍࡿࡇ࡜ࡀ࡛ࡁࡓࠋࡇࡢ⤖ᯝ࠿ࡽ㸪኱⭠⳦ࡣ㣴ศᦤྲྀ࡜㉮໬ᛶ⛣ືࡢ㐺ᙜ࡞ࣂࣛࣥࢫ࡟ࡼࡗ࡚“⮬ᕫ⤌⧊ⓗ࡟”ᗄఱᏛⓗ࡞ᵓ㐀ࢆᣢࡘࢥࣟࢽ࣮ࣃࢱ࣮ࣥࢆᙧᡂࡍࡿྍ⬟ᛶࡀ♧၀ࡉࢀࡓࠋ
ࡲࡓ㸪Budrene㸪Berg(1991)ࡣ㸪㉮໬ᛶࢆᣢࡘ኱⭠⳦ᰴ(HCB4368tsr)࡟࠾࠸࡚㞜ᮌᶍᵝࡢࣃࢱ࣮ࣥ㸦ᅗ㸰㸧ࢆほᐹࡋ࡚࠸ࡿࠋ㞜ᮌᶍᵝ࡟ࡘ࠸࡚ࡣ୕ᮧ-㐲⸨(2003)ࡀ෌⌧ࡋ㸪ࢡࣛࢫࢱ࣮ࡀ஺
஫࡟୪ࡪᕷᯇᵓ㐀ࡀᮏ㉁࡛࠶ࡿࡇ࡜ࢆ♧၀ࡋ࡚࠸ࡿࡀ㸪ྠᵝ࡟ᕷᯇᵓ㐀ࢆᣢࡘᨃࣄ࣐࣡ࣜᶍᵝ࡜ࡢ㐪࠸ࢆసࡿせᅉ࡟ࡘ࠸࡚ࡣ᫂ࡽ࠿࡟࡞ࡗ࡚࠸࡞࠸ࠋ ࡇࢀࡽࢆࡩࡲ࠼࡚㸪ࣔࢹࣝ࡟୚࠼ࡓ௬ᐃࡢጇᙜᛶࢆ㆟ㄽࡍࡿ࡜࡜ࡶ࡟㸪ࣔࢹࣝゎᯒ࣭ࢩ࣑ࣗ
࣮ࣞࢩࣙࣥ࠿ࡽ㸪㉮໬ᛶ኱⭠⳦ࡢࢥࣟࢽ࣮ࣃࢱ࣮ࣥᙧᡂࡢᶵᵓ࡟᪂ࡓ࡞▱ぢࢆ୚࠼ࡿࡇ࡜ࢆ┠ⓗ࡜ࡋ࡚◊✲ࢆ⾜ࡗ࡚࠸ࡿࠋ

ᅗ㸯 ᨃࣄ࣐࣡ࣜᶍᵝࡢࣃࢱ࣮ࣥ

ᅗ㸰 㞜ᮌᶍᵝࡢࣃࢱ࣮ࣥ

ἋἰὊἚἂἼἕἛᩔዅᢃဇᚘဒỉẺỜỉʖย৖ඥỶὅἘἼἊỹὅἚ҄ỉᄂᆮᴾ᫨‫ק‬ᢋʍ IIZAKA Tatsuya৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈྸ߻‫ܖ‬ᄂᆮᅹᩓൢ߻‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ ౕգʂᲢȢȇȪȳǰྰᲣ ʚܷ࠼ԧᲢૠྸᚐௌྰᲣᲦ/QJCOGF 'N5JCTMCYKᲢǷ ȟȥȬȸǷȧȳྰᲣᄂ ᆮ ᛢ ᫆ Ჴ ᩓщኒወƴƓƚǔǤȳȆȪǸǧȳȈǷǹȆȠᄂᆮಒᙲ㟁ຊ⣔⤫࡛ࡣ㸪ᖖ࡟㟂せ࡜౪⤥㸦Ⓨ㟁㸧ࢆࣂࣛࣥࢫࡉࡏࡿᚲせࡀ࠶ࡿࠋ⌧≧ࡣ㸪㟂⤥ࣂࣛࣥࢫࡢ⥔ᣢࡢࡓࡵ㸪౪⤥ഃ㸦ⅆຊⓎ㟁ᶵ㸧࡛ไᚚࡋ࡚࠸ࡿࡀ㸪ⅆຊⓎ㟁ᶵࡢ㉳ື࡟ࡣ᫬㛫ࡀ࠿࠿ࡿࡓࡵ㸪஦๓࡟㟂せࢆணࡋ㸪౪⤥ഃ㸦Ⓨ㟁ᶵࡢ㉳ື೵Ṇ㸧ࢆィ⏬ࡍࡿᚲせࡀ࠶ࡿࠋ⌧ᅾ㸪෌⏕ྍ⬟࢚ࢿࣝࢠ࣮ࡢᑟධࡀୡ⏺ⓗ࡟⾜ࢃࢀ࡚࠸ࡿࠋ௒ᚋ㸪෌⏕ྍ⬟࢚ࢿࣝࢠ࣮ࡀ኱㔞ᑟධࡉࢀࡿ࡜㸪ࡑࡢ኱ࡁ࡞ฟຊኚືࡢࡓࡵ㸪㟂⤥ࣂࣛࣥࢫࡢㄪᩚࡀ㞴ࡋࡃ࡞ࡿࠋࡑࡢࡓࡵᑗ᮶ⓗ࡟ࡣ㸪౪⤥ഃࡔࡅ࡛࡞ࡃ㸪㟂せ࡜౪⤥ࡢ཮᪉ࢆไᚚࡍࡿᚲせࡀ࠶ࡿࠋࡇࢀࢆᐇ⌧ࡍࡿḟୡ௦㏦㓄㟁⥙ࡣࢫ࣐࣮ࢺࢢࣜࢵࢻ࡜࿧ࡤࢀ㸪ୡ⏺ⓗ࡟◊✲ࡀ⾜ࢃࢀ࡚࠸ࡿࠋ
ᮏ◊✲࡛ࡣ㸪ࢫ࣐࣮ࢺࢢࣜࢵࢻࡢ㟂⤥ࣂࣛࣥࢫ⥔ᣢࡢࡓࡵ㸪㟂せ࡜౪⤥཮᪉ࡢணࢆ⾜࠺ࡶࡢ࡛࠶ࡿࠋ
ண

ᡭἲࡢඹ㏻ᢏ⾡࡜ࡋ࡚ࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࡢ㧗⢭ᗘ໬㸪࠾ࡼࡧฟຊ⤖ᯝࡢㄝ᫂ᡭ

ἲࡢ◊✲ࢆ⾜ࡗࡓࠋࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࡣே㛫ࡢ⬻⣽⬊ࢆࣔࢹࣝ໬ࡋࡓᡭἲ࡛࠶ࡾ㸪ィ⟬ᶵ࡟Ꮫ⩦⬟ຊࢆᣢࡓࡍࡇ࡜ࡀ࡛ࡁࡿᡭἲ࡛࠶ࡿࠋ୍᪉㸪」㞧࡞ᡭἲࡢࡓࡵ㸪࡞ࡐࡑࡢࡼ࠺࡞ண
ࢆࡋࡓࡢ࠿ᚑ᮶ࡣࡑࡢ᰿ᣐࢆ♧ࡍࡇ࡜ࡀ࡛ࡁ࡞࠿ࡗࡓࠋᮏ◊✲࡛ࡣ㸪ࡇࢀࢆᨵၿࡍࡿࡓࡵ᪂
ࡋ࠸ᵓ㐀ࡢࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࢆᥦ᱌ࡋ㸪ண ⤖ᯝࡢ᰿ᣐࢆ♧ࡍࡇ࡜ࢆᐇ⌧ࡋࡓࠋ㟂せഃࡢண࡜ࡋ࡚ࡣ㸪㟁ຊ఍♫ࡢ౪⤥ᆅᇦ඲యࡢ㸯᫬㛫ࡈ࡜ࡢ㟂せࡢணࢆ⾜ࡗࡓࠋࢽ

࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࢆ㐺⏝ࡍࡿࡇ࡜㸪㟂せࡢ㈇Ⲵ✀ู㸦୍⯡㸪኱ཱྀ➼㸧ࡈ࡜࡟ண ࢆ⾜࠺ࡇ࡜㸪࠾ࡼࡧᗈ࠸ᆅᇦࡢከᆅⅬࡢẼ㇟ࢆ౑⏝ࡍࡿࡇ࡜࡛㸪ᚑ᮶௨ୖࡢண ⢭ᗘࢆᐇ⌧ࡋࡓࠋ౪⤥ഃࡢண ࡜ࡋ࡚ࡣ㸪ỈຊⓎ㟁ࡢࡓࡵࡢࢲ࣒ὶධ㔞㸪㢼ຊⓎ㟁㸪ኴ㝧ගⓎ㟁ࢆண ࡋࡓࠋࢲ࣒ὶධ㔞ࡣࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࢆ㐺⏝ࡍࡿࡇ࡜㸪㐣ཤࡢㄗᕪࢆ⿵ṇࡍࡿࡇ࡜࡛㸪ᚑ᮶ᐇ⌧࡛ࡁ࡞࠿ࡗࡓᑠὶ㔞࠿ࡽὥỈὶ㔞ࡲ࡛ண ࡍࡿࡇ࡜ࢆᐇ⌧ࡋ࡚࠸ࡿࠋ㢼ຊⓎ㟁ࡣ㸪㢼㌴㓄⨨࡟క࠺㢼㏿ࡢኚ໬࡞࡝ࢆ⪃៖ࡍࡿࡇ࡜࡛ண ⢭ᗘࢆྥୖࡉࡏ࡚࠸ࡿࠋኴ㝧ගⓎ㟁ࡣ㸪㞼㔞ࡸ‵ᗘ࡞࡝ୖ✵ࡢከᩘࡢᅉᏊ࠿ࡽᆅୖ᪥ᑕ㔞ࢆண ࡍࡿࡇ࡜ࢆᐇ⌧ࡋ࡚࠸ࡿࠋ ᮏ◊✲࡛ࡣ㸪ୖ㏙ࡢ࡜࠾ࡾ㸪ࢫ࣐࣮ࢺࢢࣜࢵࢻ࡟࠾ࡅࡿ㟂⤥㐠⏝ィ⏬࡟ᚲせ࡞㸪㟂せ࡜
୺せ࡞౪⤥㸦Ⓨ㟁㸧ࡢண ࢆᐇ⌧ࡋࡓࠋ

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Ph.D.

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∄∞⇗⇩⇮∄⇊⇕∓⇟⇮∏⇕⇧∉∞‒↚ⅹↀ↺ࠊ‫ئ‬Ўௌ‒

Ph.D.

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Ӽോԧࢀ MUKAIDONO Kazuhiro৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ А‫ދ‬നଯᲢȢȇȪȳǰྰᲣ ʑ ܑ඙ᲢૠྸᚐௌྰᲣᲦ‫ޛ‬஭ᏡᢹᲢǷȥȟȬȸǷȧȳྰᲣᄂ ᆮ ᛢ ᫆ Ჴ ȞȸǱȃȈȞǤǯȭǹȈȩǯȁȣȸǛဇƍƨࠊ‫ئ‬ᚐௌᄂᆮಒᙲドๆᕷሙ࡟㛵ࢃࡾ⥆ࡅ࡚ࡁࡓ⫋ົ⤒㦂ࢆ⏕࠿ࡋ࡞ࡀࡽ㸪㏆ᖺⓎᒎࡋࡘࡘ࠶ࡿ࣐࣮ࢣࢵࢺ࣐
࢖ࢡࣟࢫࢺࣛࢡࢳ࣮ࣕศ㔝ࡢ◊✲ᡂᯝࢆά⏝ࡋ࡚㸪ᅜෆᰴᘧᕷሙ࠾ࡼࡧྲྀᘬᡤྲྀᘬ࡟࠾ࡅࡿ౯
᱁ᙧᡂࡸྲྀᘬᡭἲ࡟㛵ࢃࡿᢞ㈨⾜ືࢆゎᯒࡍࡿࡇ࡜࡛㸪ᕷሙࡢ࣎ࣛࢸ࢕ࣜࢸ࢕ࢆ㧗ࡵ࡚࠸ࡿせᅉࡸไᗘࡢၥ㢟ࢆ⪃ᐹࡋᡂᯝ࡜ࡋ࡚Ⓨ⾲ࡋ㸪⾜ືࣇ࢓࢖ࢼࣥࢫ࡟㛵ࡍࡿせ⣲ࡶ຺᱌ࡋ࡞ࡀࡽᰴ
ᘧᕷሙ࡟࠾ࡅࡿྲྀᘬ཰┈ᶵ఍ࡢ᭦࡞ࡿⓎ᥀࡜ࡑࡢ᳨ドࢆ┠ⓗ࡜ࡋ⾜ࡗ࡚࠸ࡿࠋ
ࡑࡇ࡛㸪⮬ศࡢࣅࢪࢿࢫୖ▱ࡾᚓ࡚࠸ࡿࡶࡢࢆ⏝࠸࡞ࡀࡽ࣮࣋ࢫ࡜࡞ࡿࡼ࠺࡞ྲྀᘬ཰┈ᶵ఍ࢆᩘከࡃⓎぢࡋ㸪ࡑࢀࡽࡢྲྀᘬ཰┈ᶵ఍ࢆ࡝ࡢࡼ࠺࡟౯᱁ホ౯ࡋ࡚ࡺࡅࡤⰋ࠸࠿ࢆ᳨ウࡋ࡞ࡀࡽᕷሙࢹ
࣮ࢱࢆ⏝࠸⤫ィ⏝ࢯࣇࢺࡸィ⟬ᡭἲࢆ⏝࠸࡚ྍど໬ࡍࡿ࡭ࡃ◊✲ࢆ⥆ࡅ࡚࠸ࡿࠋ౑⏝ࡍࡿᕷሙࢹ࣮ࢱࡣ㧗㢖ᗘࢹ࣮ࢱ㸦ࢸ࢕ࢵࢡࢹ࣮ࢱ㸧ࢆ୰ᚰ࡟⏝࠸ࡿࡇ࡜࡟ࡼࡾ㸪⌧ᅾࡢࣁ࢖ࣇ࣮ࣜࢡ࢚
ࣥࢩ࣮㸦㧗㢖ᗘྲྀᘬ㸧࣭࢔ࣝࢦࣜࢬ࣒ྲྀᘬ㸦⮬ື኎㈙㸧ࡸྛ✀ࣂࢫࢣࢵࢺࢺ࣮ࣞࢻ࡟㛵ࡍࡿศᯒࡶ᳨ドࡋ࡞ࡀࡽ◊✲ࢆ⾜ࡗ࡚࠸ࡿࠋ
ࡑࡢࡓࡵ࡟㸪ඛ⾜◊✲ㄽᩥࡢࢧ࣮࣋࢖ࢆ⾜࠸࡞ࡀࡽ㸪ࢭࣝࢧ࢖ࢻࣈ࣮࣮ࣟ࢝ࡢ࣏࣮ࣞࢺ࡞࡝
ࡶ✚ᴟⓗ࡟฼⏝ࡋ◊✲ࢆ㐍ࡵ࡚࠸ࡿࠋࡇࢀ࡟ࡼࡾ㸪⮬ศ࡛ࡣⓎぢ࡛ࡁ࡞࠿ࡗࡓࡼ࠺࡞ Trading
Opportunity ࢆⓎぢ࡛ࡁࢀࡤࡑࢀࢆⓎᒎࡉࡏ࡚⮬ศࡢ⤒㦂ࢆ࠶ࢃࡏࡿࡇ࡜࡟ࡼࡾ᭦࡞ࡿⓎᒎࡀᮇᚅ࡛ࡁࡿࠋ
◊✲᪉ἲࡣ㸪୺࡟㐣ཤࡢᰴ౯ࡢ᥎⛣࡜ྲྀᘬᡤࡢྲྀᘬࢩࢫࢸ࣒ཬࡧ࣮ࣝࣝࡢ㛵ಀᛶࢆ᫂ࡽ࠿࡟
ࡍࡿࡓࡵ࡟㸪⤫ィⓗ࡞ࢹ࣮ࢱゎᯒࡸ☜⋡ࣔࢹࣝࢆ౑ࡗࡓࢩ࣑࣮ࣗࣞࢩࣙࣥศᯒࡀ୰ᚰ࡜࡞ࡗ࡚
࠸ࡿࠋࡑࡋ࡚㸪ࡇࡢᐇドศᯒ࡟ඛࡔࡗ࡚㸪㈨⏘౯᱁⌮ㄽࡸ࣐࣮ࢣࢵࢺ࣐࢖ࢡࣟࢫࢺࣛࢡࢳ࣮ࣕ
ศ㔝ࡢ◊✲ࢧ࣮࣋࢖ࢆᐇ᪋ࡋ㸪ศᯒࡢࡓࡵࡢࣔࢹࣝೃ⿵ࢆ⌧ᅾ㑅ᐃࡋ࡚࠸ࡿࠋࡲࡓࠊ◊✲ࡢ㐣⛬࡟࠾࠸࡚ᚓࡓᡂᯝࢆᇶ࡟࣐࣮ࢣࢵࢺ࡟࠾ࡅࡿ᭱㐺ᇳ⾜࡟㛵ࡋ࡚ࡶゝཬࡋࡓ࠸ࠋ
ᮏ◊✲ࡣ㸪⮬ᕫࡢ⫋ົ⤒㦂࡛ᚓࡓ࢔࢖ࢹ࢕࢔ࢆྲྀࡾධࢀࡿⅬ࡟࠾࠸࡚㸪ᚑ᮶ࡢຠ⋡ⓗ࡞ᕷሙࢆ๓ᥦ࡜ࡍࡿ◊✲࡜ࡣ㸪ࡑࡢ┠ⓗࡸ᪉ἲ㸪ᮇᚅࡉࢀࡿᡂᯝ࡟ࡘ࠸࡚኱ࡁࡃ␗࡞ࡿࡶࡢ࡛࠶ࡿࠋ
ࡑࢀᨾ࡟ᮇᚅࡉࢀࡿᡂᯝࡀᚓࡽࢀ࡞࠸࡜࠸࠺ࣜࢫࢡࡶㄆ㆑ࡋ࡚࠸ࡿࡀ㸪ᐇົ⤒㦂ୖ≉࡟㔜せ࡜ᛮࢃࢀࡿྲྀᘬ཰┈ᶵ఍㸦ࢺ࣮ࣞࢹ࢕ࣥࢢ࣭࣏࢜ࢳࣗࢽࢸ࢕㸧࡟ὀ┠ࡋࡓศᯒ࠿ࡽඃඛⓗ࡟╔ᡭࡋ㸪ᐇ㝿࡟฼⏝࡛ࡁࡿᙧ࡛ࡢ◊✲ᡂᯝࢆฟࡍࡇ࡜ࢆ┠ᣦࡋ㸪ᚎࠎ࡟ỗ⏝ⓗ࡛య⣔ⓗ࡞⤖ᯝࢆᑟࡁฟࡍࡼ࠺࡟ດຊࢆ⥅⥆ࡋ࡚࠸ࡁࡓ࠸ࠋ

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ᄂᆮಒᙲ

ਛ৴˺ဇⅻ˺↹Јↈ‒Ph.D.
ᭌన⇷⇥∞∙࢟঺↝ᢘࣖႎ⇦⇊⇰∅⇕⇟‒ ␁␗⏚‫ޛ‬ӝ‫ ٻݩ‬YAMAGUCHI Masahiro␓৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰ ␊‫ܖ‬ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ ɥ‫̮ٻޛ‬ᲢǷȟȥȬȸǷȧȳྰᲣᲦ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ
Ღɶ‫̢׽‬ʂᲢȢȇȪȳǰྰᲣဃᄂ ᆮ ᛢ ᫆ ᲴဃཋƷȑǿȸȳ࢟঺ᢅᆉƴȒȳȈǛࢽƨૼƠƍࣖဇȢȇȫƷನሰ␶Ҧ⏕≀ࡢᙧែࡣࡋࡤࡋࡤᶵ⬟ⓗ࡛࠶ࡿ࡜࠸ࢃࢀ࡚࠸ࡿࠋࡑࡢᙧᡂᶵᵓࡢ≉ᚩ࡜ࡋ࡚ࠊࡼࡃ౑
࠺㒊఩ࡣࡑࢀ࡟㐺ᛂࡋ࡚࡝ࢇ࡝ࢇⓎ㐩ࡍࡿࡇ࡜ࢆᙉㄪࡉࢀࡓࡾࡍࡿࠋࡓ࡜࠼ࡤࠊᡃࠎࡢ➽⫗ࡶࡑ࠺࡛࠶ࡿࠋ౑࠼ࡤ౑࠺࡯࡝Ⓨ㐩ࡍࡿࠋ᳜≀ࡢⱼࡶ㢼࡟ᦂࡽࢀ࡚࠸ࡿ࠺ࡕ࡟ᙉࡃ࡞ࡿࠋࡇࡢࡼ
࠺࡞ᛶ㉁ࡣࠊ
ࠕ㐺ᛂᛶࠖ࡜࿧ࡤࢀࡿࠋᮏ◊✲ࡣࠊ㐺ᛂᛶࢆ㘽࡟⏕≀ࡢᙧែᙧᡂᶵᵓࡢࢲ࢖ࢼ࣑
ࢡࢫ࡟ࡘ࠸࡚ࠊࡑࡢᮏ㉁ࢆ⌮ゎࡍࡿࡇ࡜ࢆ┠ᣦࡋࡓࠋࡑࡢࣔࢹࣝ⣔࡜ࡋ࡚ࠊ⏕≀ᙧែࡢᶵ⬟ᛶࢆ࠶ࡽࢃࡍ᱁ዲࡢ౛࡜ࡋ࡚ྂࡃ࠿ࡽᘬ⏝ࡉࢀࠊ་Ꮫⓗ㔜せᛶࡸ⣽⬊⏕⌮Ꮫⓗ▱ぢࡢ⵳✚ࡀᏑᅾࡍࡿࠊࣄࢺ኱⭣㦵㦵㢌ࡢᾏ㠃㦵࡟ぢࡽࢀࡿ㦵ᱱࣃࢱ࣮ࣥࢆ㑅ᐃࡋࡓࠋ㦵ࡣࠊ୍ᗘ࡛ࡁࡓࡽࡎࡗ࡜ࡑࡢᙧࢆಖࡕ⥆ࡅ࡚࠸ࡿࢃࡅ࡛ࡣ࡞ࡃࠊືⓗ࡞ᖹ⾮≧ែ࡟࠶ࡿࡇ࡜ࡀ▱ࡽࢀ࡚࠸ࡿࠋࡇࢀࡣࣜࣔࢹࣜࣥࢢ⌧㇟࡜࿧ࡤࢀࠊ㦵ࢆቯࡍࣉࣟࢭࢫ࡜㦵ࢆసࡿࣉࣟࢭ
ࢫࡀᖖ࡟స⏝ࡋ⥆ࡅࡿࡇ࡜࡛ࠊࡑࡢࣂࣛࣥࢫ࡟ࡼࡗ࡚ᐃᖖ࡞ᙧࢆ࡞ࡋ࡚࠸ࡿࠋࡋ࠿ࡋࠊࣜࣔࢹ
ࣜࣥࢢ⌧㇟ࡢࣂࣛࣥࢫᶵᵓࡣ」㞧࡞ࡢ࡛ࠊࡑࡢ⌮ゎࡢࡓࡵᩘ⌮ࣔࢹࣝ໬ࡀ㐍ࡵࡽࢀ࡚࠸ࡿࠋ⣽⬊⏕⌮Ꮫⓗ࡞▱ぢࢆḟࠎ࡟┒ࡾ㎸ࢇࡔᩘ⌮ࣔࢹࣝࡀ࠸ࡃࡘ࠿ᥦ᱌ࡉࢀ࡚࠸ࡿࡀࠊ୍᪉࡛ࠊࣔࢹ
ࣝࡀ」㞧ࡍࡂ࡚ࠊ⤖ᒁ࡝ࡢࡼ࠺࡞ࢲ࢖ࢼ࣑ࢡࢫࡀຠ࠸࡚࠸ࡿࡢ࠿ࡀࡣࡗࡁࡾࡋ࡚࠸࡞࠸ࠋᐇ㦂ࡢヲ⣽࡟ࡘ࠸࡚ࡣࠊᮍࡔᐃࡲࡾࡁࡽ࡞࠸୙☜ᐃ࡞せ⣲ࡶከ࠸ࡢ࡛ࠊ࡝ࡇࡲ࡛ヲ⣽࡟ࡇࡔࢃࡿ࠿ࠊ
ࣔࢹࣝ໬ࡢࢫࢺࣛࢸࢪ࣮ࡀၥࢃࢀ࡚࠸ࡿࠋヲ⣽࡞ᐇ㦂஦ᐇࡢኚື࡟౫Ꮡࡋ࡞࠸ࡼ࠺࡞ࠊ⌧㇟ㄽⓗ࡞ᑠኚᩘࡢࣔࢹࣝࡶࡲࡓ᭷⏝࡛࠶ࢁ࠺ࠋࡑࡇ࡛ࠊ㦵ᱱࣃࢱ࣮ࣥࡢ㐺ᛂⓗᶵᵓࡢᇶᮏⓗࢲ࢖ࢼ࣑ࢡࢫࢆᤊ࠼ࡿࡇ࡜ࢆ┠ᣦࡋࠊ࡞ࡿ࡭ࡃ༢⣧໬ࡋࡓᩘ⌮ࣔࢹࣝࢆᵓ⠏ࡋࡓࠋ㦵ࡢࣜࣔࢹࣜࣥࢢࡢ⏕⌮ⓗ࡞㐣⛬ࡣࠊ㦵ⱆ⣽⬊࡟ࡼࡿ㐀㦵࡜◚㦵⣽⬊࡟ࡼࡿ◚㦵ࡢ」㞧࡞ࣉࣟࢭࢫ࠿ࡽ࡞ࡗ࡚࠸ࡿࠋࡑࢀࡽࡢάᛶࡣࠊ୺࡟እ㒊࠿ࡽࡢ㈇Ⲵ(㦵࡟࠿࠿ࡿⲴ㔜)࡟౫Ꮡࡍࡿ
ࡇ࡜ࡀ▱ࡽࢀ࡚࠸ࡿࠋࡑࡇ࡛ࠊ㦵ࡢᡂ㛗⋡ࢆ㐀㦵స⏝࡜◚㦵స⏝࡟ศࡅࠊࡇࢀࡽ㸰ࡘࡢ㐺ᛂせ⣲ࡀᣕᢠࡋྜ࠺┦஫స⏝ࣔࢹࣝࢆ⪃࠼ࡓࠋ㦵ࡢᡂ㛗⋡ࢆᚤᑠ㡿ᇦࡈ࡜࡟⪃࠼ࡿ࡜ࠊ㐀㦵స⏝࡜◚㦵స⏝ࡣࠊᚤᑠ㡿ᇦ୰ࡢ㦵㔞࡜ࡑࡇ࡟࠿࠿ࡿ㈇Ⲵࡢ኱ࡁࡉ࡟ࡢࡳ౫Ꮡࡍࡿ࡜௬ᐃࡋࡓࠋࣄࢺ
኱⭣㦵㦵㢌ࡢ᩿㠃ᅗ࡟ࡘ࠸࡚ࢺࣛࢫᵓ㐀ࡢࣛࣥࢲ࣒࣓ࢵࢩࣗࢆసᡂࡋࠊࡑࡢୖ࡛ࡇࡢࣔࢹࣝࢆ
ࢥࣥࣆ࣮ࣗࢱࢩ࣑࣮ࣗࣞࢩࣙࣥࡍࡿ࡜ࠊᾏ㠃㦵ࡢ≉ᚩⓗ࡞㦵ᱱࣃࢱ࣮ࣥࢆ෌⌧ࡍࡿࡇ࡜ࡀ☜ㄆ࡛ࡁࡓࠋࡲࡓࠊ㐀㦵࡜◚㦵ࡢάᛶᗘࣃ࣓࣮ࣛࢱࡢẚࢆኚ࠼ࡿࡇ࡜࡛ࠊ㦵⢒㧼⑕ࡢ㐍⾜᫬࡟ぢࡽࢀࡿᱱࡢᾘኻ㐣⛬ࢆ෌⌧ࡍࡿࡇ࡜ࡶ࡛ࡁࡓࠋࡇࡢࢩࣥࣉࣝ࡞ࣔࢹࣝࡣࠊ㦵ࣜࣔࢹࣜࣥࢢ⌧㇟ࡢࢲ࢖ࢼ࣑ࢡࢫࡢ୍㒊ࢆグ㏙ࡍࡿࡇ࡜ࡀ࡛ࡁ࡚࠸ࡿ࡜⪃࠼࡚࠸ࡿࠋ௒ᚋࡣࠊࡇࡢࣔࢹࣝࡢᩘ⌮ⓗᶵᵓࢆ⪃ᐹࡍࡿ࡜࡜ࡶ࡟ࠊᛂ⏝ࣔࢹࣝࡢᵓ⠏ࢆ⾜࠺ࡘࡶࡾ࡛࠶ࡿࠋ

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Study the wave patterns in
excitable media bya wave front interaction model.

Ph.D.

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ᨑ彥‫ ܢ‬CHEN Yan-Yu৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰
ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ ʚܷ࠼ԧᲢૠྸᚐௌྰᲣᲦ)WQ,QPI5JGPIᲢǷȟȥȬȸǷȧȳྰᲣ ɤ஭ଡ඲ᲢȢȇȪȳǰྰᲣᄂ ᆮ ᛢ ᫆ Ჴ Ӓࣖਘ૝ኒƴྵǕǔȑǿȸȳƷૠྸႎཎࣉ˄ƚᄂᆮಒᙲ
Last year I am interested in wave pattern formation in excitable media. This phenomenon has beenstudied in many fields in physics, chemistry, biology and so on. Among them, I focus on the spiralwave pattern in an unbounded medium. This pattern can be observed in Belousov-Zhabotinsky reaction,
cyclic-AMP signaling in social amoeba colonies of Dictyostelium discoideum, etc. It is also known thatthe spiral waves is one of causes of a ventricular fibrillation. Therefore, to understand the mechanismof the appearance of spiral waves is very important.
On the other hand, many researchers studied the spiral wave as a thickless curve in the plane, thoughmost of experiments exhibit thick spiral waves. Under the assumption that the tip is rotating along acircle, namely, the front is perpendicular to the core circle, they derived some information of spiralwaves, such as the behavior of the wave and the multiple existence. To study the motion of the tip andthe core of the spiral wave, we need more information of the spiral wave, especially near its tip.
Therefore, it is meaningful to study it as a thick region to derive the more information of the spiralwave.
In this work, we give a mathematical proof of the existence and the uniqueness of spiral waves which
consist of the front and the back by using the system proposed by Zykov. This system is the so-calledwave front interaction model. Because the results for the front curve had been shown before, we try toshow the global uniqueness of the back curve. Also we study the properties between front and back. We
hope it will give us some information about the width of the spiral wave pattern.
First derive some properties of the back by the shooting argument and the comparison principle. Next
we show the global existence of the solution of the back. Then we study its asymptotic behavior at infinity.
Finally, we prove the uniqueness of the solution. This paper has been submitted to the Physica D.

Information Security Systems for
the Smart Grid

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ͮग़ྞ POH Ai Ling Amy␓৑‫ ޓ‬Ჴ ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉᲬ࠰ ␊‫ܖ‬ᲦȁȸȠȕǧȭȸ Ჴ ਦ‫ݰ‬૙Ճ Ӽോ૎ဏᲢȢȇȪȳǰྰᲣᲦனҾҽӴᲢǷȟȥȬȸǷȧȳྰᲣ  ဃ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣᄂ ᆮ ᛢ ᫆ Ჴ ǹȞȸȈǰȪȃȉƷऴ‫إ‬ǻǭȥȪȆǣǷǹȆȠ
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Based on the approaches of Simon Perry (2009) and Tony Flick et al. (2011), through interesting group
discussion and study model comparisons we were able to successfully selected the appropriate model to be
applied for the project of Information Security System for the Smart Grid; and studied the methods andtechniques that supported the selected model. QFD was adopted as the main methodology and fuzzy logic
then be applied to enhance the mathematical calculation to validate the effects of the important relationshipbetween the consumer and the functional requirements. This work has been published in the proceedings ofSmart Grid Security and Communications, The 9th International Symposium on Parallel and Distributed
Processing with Applications (ISPA-IEEE), Korea, #108: 91-98 and Journal of Convergence, 2(1): 39-46.
Following the results obtained from the earlier paper, a process for information security consumer
requirement identification was carried out. 16 requirements were identified via the work of VOC as was acareful literature review based on Hermeneutic Circle Methodology based on Walsham, G. (1996) and Klein,
H.K. et al. (1999) approach. This work has been published in International Journal of Grid Computing &Applications, 2(2): 1–19. Accordingly, we studied and identified the set of information security functional
requirements based on the 16 consumer requirements identified. The study helps reader to gain insight into
the trend of future information security systems that will affect smart grid development. This work has been
published in International Journal of Emerging Sciences, 1(3): 371-386. Then we carried out on areviewed on the Japan's smart grid practice, this work has been published Journal of Pervasive Technology,
1(1): 15-22. We continued with the effort to promote security philosophy important for a sustainable smart
grid system, this work has been published in the proceedings of 26th International Conference on
Advanced Information Networking and Applications Workshops, IEEE, Japan: 29-34. We also studied
the trade-off between “current” and “smart grid” energy supply system, this work has been published in theproceedings of DC Building Power Asia Conference, 4(6)Taiwan: 142-173. Then we investigate the natural
grid concept and the strategy of asia’s energy-balance pioneer. This work has been published in Smart Grid
Electronics Forum, 5(2), America: 1-25.
I completed the dissertation and was awarded a Ph.D. Degree with an excellent student prize this year. As
a whole, I enjoyed research in the Graduate School of Advanced Mathematical Science, Meiji University inthe previous years with the mentor from Professor Sugihara, Professor Mukaidono and Professor Mimura.
My research ability was enhanced by continuous improvement in data management, modeling and statisticalanalysis which laid a good foundation for my future research.

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ᐃឱ᫏ỉᡪᘍᢃѣỆ᧙ẴỦወɟႎྸᚐᴾ

Ph.D.

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‫ޥ‬ஜჇᘽ‫ ܇‬IWAMOTO Mayuko৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉ  ࠰ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ ɥ‫̮ٻޛ‬ᲢǷȟȥȬȸǷȧȳྰᲣ ஛௅ , ̮ࢠȷ‫ݱ‬௎ʰᲢȢȇȪȳǰᲣᲦɤ஭ଡ඲ᲢૠྸᚐௌྰᲣᄂ ᆮ ᛢ ᫆ Ჴᐃឱ᫏Ʒᡪᘍᢃѣƴ᧙Ƣǔወɟႎྸᚐ
ᄂᆮಒᙲ⏕≀ࡣࠊಶయ≉ᛶࡸᒃఫ⎔ቃ࡟ᛂࡌ࡚ࠊᵝࠎ࡞㐠ືᵝᘧࢆ⋓ᚓࡋ࡚࠸ࡲࡍࠋࡑࡢ㐠ືᶵᵓࢆゎ᫂ࡍ࡭ࡃ⏕≀Ꮫⓗ◊✲ࡀ㐍ࡵࡽࢀ࡚ࡁࡲࡋࡓࡀࠊ༢⣧࡞㐠ືᙧែࡢ࣓࢝ࢽࢬ࣒࡛ࡉ࠼ᮍࡔ᏶
඲࡟ࡣ᫂ࡽ࠿࡟ࡉࢀ࡚࠸ࡲࡏࢇࠋᮏ◊✲ࡣࠊከᵝ࡛」㞧࡞㐠ືᙧែࡢ࡞࠿࡟ࡶᇶᮏ࡜࡞ࡿඹ㏻
ࡢ࣓࢝ࢽࢬ࣒ࡀ₯ࢇ࡛࠸ࡿ࡜⪃࠼ࠊ༢⣧࡞㐠ືᶵᵓࡢࡦ࡜ࡘ࡛࠶ࡿ㏺⾜㐠ື࡟↔Ⅼࢆᙜ࡚࡚ࠊ
⏕≀ࡢ㐠ືᶵᵓࡢゎ᫂ࢆ┠ᣦࡋ࡚࠸ࡲࡍࠋ
 ⭡㊊㢮ࡣࠊ࢝ࢱࢶ࣒ࣜࡸ࢔࣡ࣅ(ྑ෗┿)࡞࡝ࡢᕳ㈅ࡢ⥲⛠࡛ࠊ㌾యື≀㛛࡛᭱ࡶከࡃࡢ✀ࢆ᭷ࡋࡲࡍࠋࡲࡓࠊከࡃࡢ✀ࡀ㏺⾜㐠ື࡟ࡼࡗ࡚
⛣ືࡋࠊࡑࡢ㝿ࠊᆅ㠃࡜᥋ᆅࡋࡓᖹࡽ࡞㊊࡟ࡣࠊ➽཰⦰ࡢఏ᧛ࡀἼ࡜ࡋ࡚ほᐹ࡛ࡁࡲࡍࠋࡇࡢ➽཰⦰Ἴࡣࠊ㐠ື࣓࢝ࢽࢬ࣒࡟࠾࠸࡚㔜せ࡞
せ⣲࡛࠶ࡿ࡜⪃࠼ࡽࢀࠊ༙ୡ⣖௨ୖ๓࠿ࡽほᐹࡀ⥆ࡅࡽࢀ࡚ࡁࡲࡋࡓࠋ
ࡋ࠿ࡋࠊ➽཰⦰ࡔࡅ࡛ࡣ㏺⾜㐠ືࡣᐇ⌧ࡉࢀࡲࡏࢇࠋ㔜せ࡞ࡶ࠺୍ࡘࡢせ⣲ࡣࠊ᥋ᆅ㠃࡜ࡢᦶ᧿ไᚚ࡛ࡍࠋ㛗࠸㛫ࠊ➽཰⦰㒊ศࢆᣢࡕୖࡆ࡚ᦶ᧿ࢆไᚚࡋ࡚࠸ࡿ࡜
⪃࠼ࡽࢀ࡚ࡁࡲࡋࡓࡀࠊ1980ᖺ࡟M. DennyẶࡀ⮬㌟ࡢᐇ㦂ࢆࡶ࡜࡟ࠊ㊊࠿ࡽศἪࡉࢀࡿ⢓ᾮ࡟ࡼࡿᦶ᧿ไᚚㄝࢆᥦၐࡋࡲࡋࡓࠋࡑࢀ௨᮶ࠊᦶ᧿ไᚚ࡟⢓ᾮࡀ㔜せ࡞ᙺ๭ࢆᯝࡓࡋ࡚࠸ࡿ࡜᥎
ࡉࢀ࡚ࡁࡲࡋࡓࡀࠊᐇ㝿࡟DennyࡀⓎぢࡋࡓ⢓ᾮࡢືⓗ⢓ᙎᛶࡀࠊ➽཰⦰Ἴ࡜┦஫స⏝ࡍࡿࡇ࡜࡟ࡼࡗ࡚⛣ືࡀᐇ⌧ࡉࢀࡿ࠿࡟ࡘ࠸࡚ࡣド᫂ࡉࢀ࡚࠸ࡲࡏࢇ࡛ࡋࡓࠋ㻌 ௒ᖺᗘ䛿䚸⢓ᾮ䛾ືⓗ⢓ᙎᛶ䛸➽཰⦰Ἴఏ᧛䛾┦஫స⏝䛻䜘䛳䛶⛣ື䛜ᐇ⌧䛥䜜䜛䛛䚸ᩘ⌮䝰䝕䝹䜢ᵓ⠏䛧䛶᳨ド䛧䜎䛧䛯䚹䛣䛾◊✲䛻䜘䜚䚸➽཰⦰Ἴ䛾ఏ᧛䛻䜘䛳䛶Ⓨ⏕䛩䜛ᙎᛶຊ䛻ᛂ䛨䛶⢓ᾮ䛜ᙎᛶ䛸⢓ᛶ䛾ᛶ㉁䜢䝻䞊䜹䝹䛻䝇䜲䝑䝏䞁䜾䛧䛶ᦶ᧿䜢ไᚚ䛧䚸య඲య䛸䛧䛶䛿䚸㏺⾜㐠ື䛜ᐇ⌧䛥䜜䜛䛣䛸䛜᫂䜙䛛䛸䛺䜚䜎䛧䛯䚹䜎䛯䚸⢓ᾮ䛾ᛶ㉁䜢≉ᚩ䛵䛡䜛䝟䝷䝯䞊䝍 Fu 䛸 Fl 䛻䜘䛳䛶䚸Direct
wave 䛸 Retrograde wave 䛸䛔䛖␗䛺䜛㐠ື䝟䝍䞊䞁䛜ᐇ⌧䛥䜜䜛䛣䛸䛜䜟䛛䜚䜎䛧䛯(ྑᅗ)䚹
㻌 䛣䜜䜙䛾◊✲⤖ᯝ䛿䚸3 䛴䛾Ꮫ఍䞉䝅䞁䝫䝆䜴䝮䛻䛶ሗ࿌䛧䚸᫂἞኱Ꮫ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タ䝅䞁 䝫 䝆 䜴 䝮 䛷 䛿 ᭱ ඃ ⚽ 䝫 䝇 䝍 䞊 ㈹ 䜢 䚸 The 3rd
Taiwan-Japan Joint Workshop for Young Scholars in
Applied Mathematics 䛷 䛿 Presentation ExcellenceAward 䜢ཷ㈹䛧䜎䛧䛯䚹඾ඬᢓɥ↝᭗ችࡇਖ਼‫ܭ‬ඥ

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‫ܼٻ‬፯ႇ OHYA Yoshito␓৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉ  ࠰ ␊‫ܖ‬ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ ɤ஭ଡ඲ᲢૠྸᚐௌྰᲣ ᭗‫ܤ‬ᅵ೔ᲢȢȇȪȳǰྰᲣᲦɶ஭ԧ࠳ᲢǷȟȥȬȸǷȧȳྰᲣ ဃᄂ ᆮ ᛢ ᫆ Ჴ඾ඬᢓɥƷ᭗ችࡇਖ਼‫ܭ‬ඥ
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ᮏ◊✲ࡣὠἼࡢ㐳ୖࢆ༶᫬ண

ࡍࡿࢥࣥࣆ࣮ࣗࢱࢩ࣑࣮ࣗࣞࢩࣙࣥ࡟࠾࠸࡚⏝࠸ࡽࢀࡿࣃ

࣓࣮ࣛࢱ࡟㛵ࡋࠊࡼࡾⰋ࠸Ỵᐃ᪉ἲࢆ☜❧ࡍࡿ஦ࢆ┠ᣦࡋ࡚࠸ࡿࠋ
2011 ᖺ 3 ᭶ 11 ᪥ࠊ୕㝣Ἀࢆ㟈※࡜ࡋ࡚ᮾ໭ᆅ᪉ኴᖹὒἈᆅ㟈ࡀⓎ⏕ࡋࡓࠋࡇࡢᕧ኱ᆅ㟈࡟ࡼࡾᮍ᭯᭷ࡢ⿕ᐖࡀⓎ⏕ࡋࡓ஦ࡣグ᠈࡟᪂ࡋ࠸ࠋ≉࡟ᆅ㟈ື࡛Ⓨ⏕ࡋࡓὠἼࡣほ ྐୖ᭱኱⣭ࡢつᶍ࡛࠶ࡾࠊࡑࡢᾐỈ⠊ᅖࡣ㟷᳃┴࠿ࡽ༓ⴥࡲ࡛ 500 ᖹ᪉࣓࣮࢟ࣟࢺࣝ௨ୖ࡟࡞ࡿࠋࡑࡢὠ
Ἴࡢ࢚ࢿࣝࢠ࣮ࡣࠊ㐲ࡃ༡ᴟ࡟ࡲ࡛฿㐩ࡋịᲴࡢ୍㒊ࢆ◚ቯࡋࡓ஦࠿ࡽࡶ᫂ࡽ࠿࡛࠶ࡿࠋ
⌧ᅾࡢὠἼ㆙ሗ࡛ࡣࠊἢᓊᆅᇦ࡛ࡢὠἼࡢ㧗ࡉࢆⓎ⾲ࡋ࡚࠸ࡿࠋࡋ࠿ࡋࠊࡇࡢ᝟ሗ࡛ࡣල
యⓗ࡟ఫẸ࡟⿕ᐖ࢖࣓࣮ࢪࢆ᝿㉳ࡉࡏࡿ஦ࡣ㞴ࡋ࠸ࠋࡇࢀ࡟㛵ࡋ࡚ᅜ㝿 ᆅᏛ࣭ᆅ⌫≀⌮Ꮫ㐃ྜࡢ➨ 25 ᅇᅜ㝿఍㆟࡛ࡣ༶᫬ᾐỈண ࢆ⾜࠸ࠊᾐỈ㆙ሗࢆⓎ⾲ࡍࡿ஦࡛⿕ᐖ࢖࣓࣮ࢪࢆႏ㉳ࡉࡏࡿ஦ࡀ࡛ࡁࡿࡢ࡛ࡣ࡞࠸࠿࡜ሗ࿌ࡉࢀࡓࠋ༶᫬ィ⟬࡟࠾࠸࡚኱ࡁ࡞ㄢ㢟ࡣィ⟬᫬㛫࡜ィ⟬⢭ᗘ࡛࠶ࡿࠋࡇࡢ஧ࡘࡢせ⣲ࡣᇶᮏⓗ࡟ࢺ࣮ࣞࢻ࢜ࣇࡢ㛵ಀ࡛࠶ࡾࠊ཮᪉୍ᐃ௨ୖࡢỈ‽ࢆ‶ࡓࡋࡓୖ࡛ࠊࡼࡾ㏿ࡃṇ☜࡟ィ⟬࡛ࡁࡿࡼ࠺࡟ࡍࡿ஦ࡀ㔜せ࡛࠶ࡿࠋ⌧ᅾࠊẼ㇟ᗇࡢᢅࡗ࡚࠸ࡿὠἼࡢᨭ㓄᪉⛬ᘧࡣỈ῝ࡀ࠶ࡿ⛬ᗘ௨ୖ῝ࡃ࡞ࡅࢀࡤィ⟬࡛ࡁ࡞࠸ࡓࡵࠊὠἼࡢ㐳ୖண ࡟ࡣ౑࠼࡞࠸ࠋὠἼࡢᣲືࢆᢅ࠺᪉⛬ᘧࡣ࠸ࡃࡘ࠿ࡢ✀㢮࡟ศࡅࡽࢀࡿࡀࠊࡑࡢ୰࡛ࡶࢩࣥࣉࣝ࡞ᘧ࡟ࠊὸỈἼ᪉⛬ᘧࡀ࠶ࡿࠋᮏ◊✲࡛ࡣࠊࡇࡢᘧ࡟╔┠ࡋࢆ⏝࠸࡚ᚲせ࡞ィ⟬㏿ᗘࢆ⥔ᣢࡋ࡞ࡀࡽண ⢭ᗘࡢྥୖࢆ┠ᣦࡍࠋὸỈἼ᪉⛬ᘧࡣᗏ㠃ᦶ᧿ࢆ࣐ࢽࣥࢢ⢒ᗘ࡜࿧ࡤࢀࡿࣃ࣓࣮ࣛࢱ࡛⾲ࡍࠋࡇࡢࣃ࣓࣮ࣛࢱࡣ
ᾏᇦ࡛ࡣࠊ࠾࠾ࡼࡑ୍ࡘࡢ್࡟ᐃࡲࡗ࡚࠸ࡿࡀࠊ㝣ୖ࡛ࡣᵝࠎ࡞୚࠼᪉ࡀ࠶ࡿࠋࡇࢀ࡟㛵ࡋ࡚ᶓ᩿ⓗ࡞㆟ㄽࡀ⌧ᅾ࡞ࡉࢀ࡚࠸࡞࠸ࠋ࣐ࢽࣥࢢ⢒ᗘࡣὶ㔞ࡀ୍ᐃ࡛࠶ࡿ࡜࠸࠺௬ᐃ࡟ᇶ࡙࠸ࡓ
➼ὶࡢゎᯒ࠿ࡽ࡛࡚᮶࡚࠸ࡿࡀࠊᐇ⏝ࡢほⅬ࠿ࡽ➼ὶ௨እࡢᵝࠎ࡞ሙ㠃࡛ᛂ⏝ࡉࢀ࡚࠸ࡿࠋὠ
Ἴࡢሙྜࠊྛࠎࡢ◊✲ᑐ㇟ᆅᇦ࡛ࡣጇᙜ࡞್࡟࡞ࡗ࡚࠸ࡿ࡜ᛮࢃࢀࡿࡀࠊࡑࡢタᐃ᪉ἲࢆ௚ᆅ
ᇦ࡟㐺⏝ࡋࡓ᫬ࡢጇᙜᛶ࡟㛵ࡋ࡚ࡣゝཬࡉࢀ࡚࠸࡞࠸ࠋ௒ḟࡢὠἼ⅏ᐖ࡟࠾࠸࡚ὠἼ㐳ୖࡢ⌧ᐇࡢࢹ࣮ࢱࡀᩘከࡃᚓࡽࢀ࡚ࠊබ࡟බ㛤ࡉࢀ࡚࠸ࡿࠋᮏ◊✲࡛ࡣࠊࡇࡢࢹ࣮ࢱࢆ⏝࠸ࠊ࣐ࢽࣥ
ࢢ⢒ᗘࡢ㐺ษ࡞タᐃ᪉ἲࢆ☜❧ࡍࡿࠋࡲࡓࠊ➨ 67 ᅇ࡟ᮏ≀⌮Ꮫ఍ᖺḟ኱఍࡟࠾࠸࡚ࠊ࣐ࢽࣥࢢ⢒ᗘࡢ୚࠼᪉࡟ࡼࡿὠἼࡢᣲືࠊ
≉࡟ᾐỈ⠊ᅖࡢᗈࡀࡾ᪉࡟࡝ࡢ⛬ᗘᙳ㡪ࡍࡿࡢ࠿ࡢㄪᰝ⤖ᯝࡢ୍㒊ࢆሗ࿌ࡋࡓࠋ

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̮ဇ∐⇟⇕Ўௌ↝ૼ‫‒↗᧏ޒ‬ఇࡸˊஆࠊ‫↝ئ‬јྙࣱ

Ph.D.

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൨ဋჇɟ NAGATA Shinichi৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉ  ࠰ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ А‫ދ‬നଯᲢȢȇȪȳǰྰᲣ ʑܑ඙ᲢૠྸᚐௌྰᲣ
Ღɤ஭ଡ඲ᲢǷȟȥȬȸǷȧȳྰᲣᄂ ᆮ ᛢ ᫆ Ჴ᣿ᗡ߻‫ܖ‬ȷ᭗᫁ࡇȇȸǿǛဇƍƨఇࡸࠊ‫ئ‬Ўௌᄂᆮಒᙲ(1) TARCH㸫DCC ࢆ⏝࠸ࡓ MES ศᯒ ᮏ◊✲ࡣࠊBrownlees and Engle(2011)࡛ᥦ᱌ࡉࢀࡓ TARCH㸫DCC ࣔࢹࣝࢆᛂ⏝ࡋࡓࣜࢫࢡホ౯ࡢᡭἲ࡟ࡘ࠸࡚ᐇドศᯒࢆ⾜࠺ࠋලయⓗ࡟ࡣࠊࣜࢫࢡࡢཧ↷ඛ࡛࠶ࡿ㖟⾜ࡢᰴ౯࡜ࠊ⤒῭⎔ቃኚᩘࡢ௦⾲࡜ࡋ࡚ᮾドᰴ౯ᣦᩘ(TOPIX)࠾ࡼࡧ㛗ᮇᅜമඛ≀౯᱁ࡢ 3 ኚ㔞࡟ࡘ࠸࡚ TARCH㸫DCC ࣔࢹࣝࢆ᥎ᐃࡋࠊࣔࣥࢸ࢝ࣝࣟࢩ࣑࣮ࣗࣞࢩࣙࣥ࡟ࡼࡾ Expected Shortfall ࢆィࡍࡿ࡞࡝ࡋ࡚ࠊࡑࡢ≉ᚩࡸ⢭ᗘࢆẚ㍑᳨ドࡍࡿࠋ࡞࠾ᮏ◊✲࡛ᚓࡽࢀࡓ▱ぢ➼ࡣ࣮࢜࣌ࣞࢩࣙࣥ
ࢬ࣭ࣜࢧ࣮ࢳᏛ఍ࡢ⛅Ꮨ◊✲Ⓨ⾲఍࡛Ⓨ⾲ࡍࡿࡇ࡜ࢆ┠ᶆ࡜ࡍࡿࠋ
(2) DCC ࡟ MacGyver Method ࢆ⏝࠸ࡓከኚ㔞ศᯒ (1)࠿ࡽᚓࡽࢀࡓ▱ぢࢆᣑᙇࡋࠊࡲࡓၥ㢟Ⅼ࡟ᨵⰋࢆຍ࠼ࠊࣜࢫࢡศᯒࡢ⢭ᗘࢆ㧗ࡵࡿࡇ࡜ࢆ┠ᶆ࡜ࡍࡿࠋලయⓗ࡟ࡣ(1)࡛⏝࠸ࡓ TARCH㸫DCC ศᯒࢆࠊ࣐࣮ࢣࢵࢺୗⴠ᫬࡟┦㛵ࡀୖ᪼ࡍࡿ࡜ゝ࠺≉ᚩࢆ࡜ࡽ࠼ࡓ TARCH㸫Asymmetric DCC ศᯒ࡟ᣑᙇࡋࠊᑬᗘ㛵ᩘ࡟ࡣ MacGyver
Method ࢆ⏝࠸࡚᭱኱໬ࢆ⾜࠸᥎ᐃࡍࡿࠋࡑࡋ࡚ࣔࣥࢸ࢝ࣝࣟࢩ࣑࣮ࣗࣞࢩࣙࣥ࡟ࡼࡾ௒ᗘࡣ
copula ࡸ CoVaR ➼ࡢࣜࢫࢡᴫᛕࢆ⏝࠸࡚ࣜࢫࢡィ ࢆ⾜࠺ࠋ࡞࠾ᮏ◊✲࡛ᚓࡽࢀࡓ▱ぢ➼ࡣࠊ᪥ᮏಖ㝤࣭ᖺ㔠ࣜࢫࢡᏛ఍࡛◊✲Ⓨ⾲࣭ㄽᩥసᡂࢆ᭱⤊┠ⓗ࡜ࡍࡿࠋ(3) PTS ᕷሙศᯒ ㏆ᖺ IT ᢏ⾡ࡢ㣕㌍ⓗⓎᒎ࡟ࡼࡾࡶࡓࡽࡉࢀࡓᰴᘧᕷሙྲྀᘬࡢຠ⋡໬ࡣࠊᚑ᮶ࡢྲྀᘬࢩࢫࢸ
࣒ࢆ୍ኚࡉࡏᕷሙᵓ㐀ࡑࡢࡶࡢ࡟኱ࡁ࡞ኚ㠉ࢆࡶࡓࡽࡋࡓࠋ୰࡛ࡶࢥࣥࣆ࣮ࣗࢱᢏ⾡ࢆ౑ࡗࡓ࢔ࣝࢦࣜࢬ࣒ྲྀᘬࡸ PTS ᕷሙ㸦⚾タྲྀᘬࢩࢫࢸ࣒㸧ࡢⓎᒎࡣ┠ぬࡲࡋ࠸ࠋࡑࡇ࡛ᮏ◊✲ࡣࠊ
PTS ᕷሙ࡟㛵ࡋ࡚ᵝࠎ࡞ゅᗘ࠿ࡽศᯒࢆ୚࠼ࠊᕷሙྲྀᘬࡢὶືᛶ࡜ຠ⋡ᛶ࡟㛵ࡋ࡚⪃ᐹࢆ୚࠼ࡿࡇ࡜ࢆ┠ⓗ࡜ࡍࡿࠋලయⓗ࡟ࡣࠊPTS ᕷሙࡢ኎㈙㧗᥎⛣ࡸࢫࣉࣞࢵࢻศᯒ➼ࡢᇶᮏ⤫ィ㔞࡟ຍ࠼࡚ࠊPTS ᕷሙࡢ≉ᚩ࡛࠶ࡿ࢔ࣝࢦࣜࢬ࣒ྲྀᘬࡢ୍㒊࡛࠶ࡿࣉࣟࢢ࣒ࣛྲྀᘬࡢศᯒࢆ⾜࠸౯᱁Ⓨぢࡢᶵ⬟ࢆ᭷ࡍࡿ࠿᳨ドࡍࡿࠋMultiscale Approach toPattern Formation in
Reverse Smoldering Combustion

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IJIOMA, Ekeoma Rowland␓৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉ  ࠰ ␊‫ܖ‬ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ ‫߷ݱ‬ჷʂᲢǷȟȥȬȸǷȧȳྰᲣᲦɤ஭ଡ඲ᲢȢȇȪȳǰྰᲣ ൷ဋ࠳‫ٽ‬ᲢૠྸᚐௌྰᲣဃᄂ ᆮ ᛢ ᫆ Ჴ/WNVKUECNGOGVJQFUCPFCPCN[UKUQHTGCEVKQPFKHHWUKQP␶U[UVGOUҦᄂᆮಒᙲ
Understanding the mechanism of propagation of macroscopic char pattern over thin porous media, ina slow combustion regime termed smoldering, has been a subject of interest over the years. Different
approaches to study the phenomenon of the development of fingering patterns arising from adestabilizing effect of oxygen transport have also been given e.g. experimentally and through the use ofphenomenological models.
In this study, we approach the problem in a multiscale framework to investigate basically the
response at the macroscopic level, the effect of integrating material physical and microstructuralproperties in the study of the combustion instabilities.
The results of the multiscale technique utilized in this study include systems of macroscopic (i.e.
homogenized) combustion models, which are akin to filtration combustion models in porous media,
and effective diffusion tensors. The macroscopic models were also investigated in an adiabatic situation
to study the development of 2D fingering patterns. We showed the structure of the propagating reaction
front in this simple case of adiabatic reverse combustion and also the behavior of various char patterns
arising from two equilibrium models that are typically based on contrasting conductivity coefficients.

The multiscale strategy

Macroscopic char pattern

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A Real Options Perspective
on Franchising

Ph.D.

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LUKITO, Adi Nugroho৑‫ ޓ‬Ჴ‫ܖٻ‬ᨈέᇢૠྸᅹ‫ܖ‬ᄂᆮᅹྵᝋૠྸ‫ݦܖ‬ૌҦٟࢸ஖ᛢᆉ  ࠰ȁȸȠȕǧȭȸ Ჴਦ‫ݰ‬૙Ճ А‫ދ‬നଯᲢȢȇȪȳǰྰᲣᲦɤ஭ଡ඲ᲢǷȟȥȬȸǷȧȳྰᲣ ʑܑ඙ᲢૠྸᚐௌྰᲣᄂ ᆮ ᛢ ᫆ Ჴ1RVKOK\CVKQPKP$WUKPGUU(QTOCV(TCPEJKUKPIᄂᆮಒᙲ
Recently, franchising has gain popularity as a hybrid organizational form of business operation.
Therefore, many scholars have investigated it either using empirical studies or theoretical models toevaluate franchise. However, only few construct dynamic models and take strategic problems into theirresearch. Differing from those previous studies, I try to uses a real options perspective to create
dynamic models in order to explain the choice of the governance form and contract design infranchising and also value the decisions of parties involved in franchise contracts.
Dual distribution in franchise
In franchise chain, it is common to observe that the franchisor own several outlets alongside thefranchisee’s owned outlet. From real options perspective, this dual distribution phenomenon can be seen as
franchisor’s strategy to expand the network through franchise, but keep the option to own the outlet in the
future. Since by expanding through franchising, franchisor can capitalize franchisee’s skill to manage risk
and share knowledge of the local market while waiting uncertainties to be unfolded in the future. Hence, inthis project, I included real option clause (a call option to acquire the franchised outlet) in the franchisecontract and consider franchising as an option from franchisor to defer an investment.
Optimal effort within the franchisor-franchisee relationshipIn this project I try to prices the options of both the franchisor and the franchisee to participate infranchise. It concentrates on the strategic aspect of the relationship between the parties as regards theiroptimal choice of effort in order to maximize their option values, in presence of double moral hazard.
The association of effort and option value is will be demonstrated through implementation of the model
numerically. The results will provide some guidance on contract negotiations and on the designing of
the optimal contract for both parties.
With these projects I hope to contribute to an integration of ideas from contract theory, real options
analysis and game theory in area of franchise research. By combining analysis from several theories,
new insight can be derived from further interdisciplinary research. These projects should be understoodas a first step towards more research on the integration of real options into the design of contracts, andvice versa. This seems to be a promising future research area.

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◊✲⪅࡟ୡ⏺᭱ඛ➃ࡢ◊✲࡟ゐࢀࡿᶵ఍ࢆᥦ౪ࡋ࡚࠸ࡿࠋ
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ճ*&2(&ROORTXLXP 1R  ➨  ᅇ⌧㇟ᩘ⌮ㄯヰ఍㛤ദ᪥㸸 ᖺ  ᭶  ᪥఍ሙ㸸᫂἞኱Ꮫ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋ $ 㤋 $ ᩍᐊࠕࡇࢀ࠿ࡽࡢᩘᏛ࡜ࡑࡢᩍ⫱࡟࠾ࡅࡿ๰㐀ᛶ ᪥ᮏࢆ࣮ࣜࢻࡍࡿ᫂἞኱Ꮫࡢ኱Ꮫ㝔ᩍ⫱࡬ࡢᮇᚅࠖ ⸨⏣ᏹ㸦ᮾி኱Ꮫྡ㄃ᩍᤵ㸧
մ*&2(&ROORTXLXP 1R  ➨  ᅇ⌧㇟ᩘ⌮ㄯヰ఍㛤ദ᪥㸸 ᖺ  ᭶  ᪥఍ሙ㸸᫂἞኱Ꮫ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋ $ 㤋 $ ᩍᐊ
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Poh Ai Ling
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஦ᴗ᥎㐍ᢸᙜ⪅ᮡཎཌྜྷ㻌◊✲ㄢ㢟㸸ᩘ⌮ࡀゎࡁ᫂࠿ࡍ㡢ᴦࡢ⚄⛎㸫ࣀ࣭ࣜࢢ࣮ࣝࣈឤ࣭㌍ືឤࢆࡵࡊࡋ࡚㸫◊✲௦⾲⪅࣭㈨᱁

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஦ᴗ᥎㐍ᢸᙜ⪅༤ኈᚋᮇㄢ⛬Ꮫ⏕㻔㻰㻝㻕㻌㻹㻵㻹㻿㻌㻼㼔㻚㻰㻚䝥䝻䜾䝷䝮Ꮫ⏕㻌ⱝ⊃㻌 ᚭ㻌

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஦ᴗ᥎㐍ᢸᙜ⪅୕ᮧᫀὈ㻌࢖㸬ᾏእඹྠ◊✲ᆺⱝᡭ◊✲⪅࡟ࡼࡿ㸪ᾏእ࡛ࡢඹྠ◊✲ࡸᅜ㝿Ꮫ఍࡛ࡢⓎ⾲㸪◊✲ㄪᰝࢆ⾜࠺ᅜ㝿ⓗࢿࢵࢺ࣮࣡ࢡᵓ⠏ࢆᨭ᥼ࡍࡿࠋᾏእࡢ◊✲⪅࡜ࡢඹྠ◊✲ࡢ㛤ጞཪࡣ᪤࡟⾜ࡗ࡚࠸ࡿඹྠ◊✲ࡢⓎᒎࡢࡓࡵ࡟㸪ᾏእࡢ◊✲ᶵ㛵➼࡬ࡢ୍ᐃᮇ㛫ࡢ⁫ᅾࢆక࠺ࣉࣟࢪ࢙ࢡࢺࢆ❧᱌࣭ᐇ᪋ࡍࡿࠋ
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◊✲௦⾲⪅࣭㈨᱁
Poh Ai Ling Amy༤ኈᚋᮇㄢ⛬Ꮫ⏕(D2)
MIMS Ph.D.䝥䝻䜾䝷䝮Ꮫ⏕

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2011 ᖺ 6 ᭶䠉7 ᭶䝫䞊䝷䞁䝗䞉䜽䝷䜽䝣䜸䞊䝇䝖䝸䜰䞉䜴䜱䞊䞁◊✲ㄢ㢟㸸ኚㄪ෌ᖐ㐣⛬ࡢ᥎ᐃ࡜ᆅ㟈ࢹ࣮ࢱ࡬ࡢᛂ⏝ࡢࡓࡵࡢᣑᙇྍ⬟ᛶᾏእ◊✲άື

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MIMS ◊✲ဨ◊✲᥎㐍ဨ(䝫䝇䝖䞉䝗䜽䝍䞊)GCOE-⌧㇟ᩘ⌮ PD

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ࠗ ᖺᗘ⌧㇟ᩘ⌮ⱝᡭࣉࣟࢪ࢙ࢡࢺ◊✲ᴫせሗ࿌㞟࠘ᣐⅬ࣓ࣥࣂ࣮ࡢᴗ⦼୍ぴ ㄽᩥ㸦ᰝㄞ࠶ࡾ㸧yTakeaki Kariya, “Weather risk swap valuation”, Managerial Finance, 37, 995-1010 (2011)y

Takeaki Kariya, K. Wang, Z. Wang, E. Doi and Y. Yamamura, “Empirically Effective Bond Pricing
Model and Analysis on Term Structures of Implied Interest Rates in Financial Crisis”, Asia-PacificFinancial Markets, pp. 1-34 (2011)y

Takeaki Kariya, Fumiaki Ushiyama and Stanley R. Pliska, “A three-factor valuation model for
mortgage-backed securities (MBS)”, Managerial Finance, Vol.37, No.11, pp. 1068-1087 (2011)y

Hiroyuki Mori and Takayuki Muroi, “Application of Probabilistic Tabu Search to Distribution
System Service Restoration”, Proc. of IEEE ISCAS 2011(CD-ROM), 4 pages, Rio De Janeiro,
Brazil (2011)y

Hiroyuki Mori and Akira Takahashi, “Hybrid Intelligent System for Daily Maximum Temperature
Forecasting in Smart Grids”, Proc. of IEEE ISCAS 2011(CD-ROM), 4 pages, Rio De Janeiro,
Brazil (2011)y

Hiroyuki Mori and Wenjun Jiang, “A Markov-Chain Monte-Carlo Technique for Probabilistic Load
Flow Calculation”, Proc. of IEEE MWSCAS 2011(CD-ROM), 4 pages, Seoul, South Korea(2011)y

Hiroyuki Mori and Tadahiro Itagaki, “A Fuzzy Inference Net Approach to Electricity Price
Forecasting”, Proc. of IEEE MWSCAS 2011(CD-ROM), 4 pages, Seoul, South Korea (2011)y

Hiroyuki Mori and Wenjun Jiang, “Advanced Probabilistic Load Flow Technique in Considerationof Non-Gaussianity and Nodal Correlation of Input Variables”, Proc. of IFAC World Congress
2011(CD-ROM), 7 pages, Milan, Italy (2011)y

Hiroyuki Mori and Hajime Fujita, “Two-Layered EPSO for Maximizing Loadability with FACTS
Devices”, Proc. of IEEE 16th International Conference on ISAP (CD-ROM), 6 pages, Hersonissos,
Greece (2011)y͆ゎࡢከᵝᛶࢆ⪃៖ࡋࡓᨵⰋᆺ SPEA2 ࡟ࡼࡿ☜⋡ⓗ౪⤥ಙ㢗ᗘホ౯͇㸪
ゅ⏣ᗈᶞ㸪᳃ၨஅ㸪㟁ẼᏛ఍ㄽᩥㄅ B㸪Vol. 132 , No. 1 , pp.125-132 (2012㸧y͆ࣁ࢖ࣈࣜࢵࢻࢥ࣮ࢹ࢕ࣥࢢ EPSO ࢆ⏝࠸ࡓ Loadability ᭱኱໬ࡢࡓࡵࡢ
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Hiroyuki Mori and Hajime Fujita, “Development of Hybrid-Coded EPSO for Optimal Allocation of
FACTS Devices in Uncertain Smart Grids”, Procedia Computer Science㸦Elsevier㸧㸪Vol. 6(Complex Adaptive Systems), pp. 429-434 (2011)y

Hiroyuki Mori and Hiroki Kakuta, “Modified SPEA2 for Probabilistic Reliability Assessment in
Smart Grids”, Procedia Computer Science㸦Elsevier㸧㸪Vol. 6 (Complex Adaptive Systems), pp.
435-440 (2011)y

Hiroyuki Mori and Hajime Fujita, “Application of Deterministic Annealing clustering to learning
data selection for contract model of weather derivatives”, Proc. of IEEE PES General Meeting 2011
(CD-ROM), 8 pages, Detroit, MI, USA (2011) (ᮏㄽᩥࡣ 2011 ᖺᗘ IEEE PES Japan Chapter Ꮫ⏕ㄽᩥⓎ⾲㈹࠾ࡼࡧ 2011 ᖺᗘ㟁ຊᢏ⾡᠓ㄯ఍⏣ᮧグᛕ㈹㸦Ꮫ⏕㈹㸧ࢆཷ㈹ࡋࡲࡋࡓࠋ
㸧yHiroyuki Mori and Hajime Fujita, “Development of Hybrid-Coded EPSO for Optimal Allocation of
FACTS Devices in Uncertain Smart Grids”, Proc. of CAS2011(CD-ROM), 6 pages, Chicago, IL,
USA (2011)

y

Hiroyuki Mori and Hiroki Kakuta , “Modified SPEA2 for Probabilistic Reliability Assessment in
Smart Grids”, Proc. of CAS2011(CD-ROM), 6 pages, Chicago, IL, USA (2011)y

Hiroyuki Mori and Hiroki Kakuta, “Multi-objective Transmission Network Expansion Planning inConsideration of Wind Farms”, Proc. of IEEE PES ISGT Europe 2011, 6 pages, Manchester, UK(2011)y

Hiroyuki Mori and Akira Takahashi, “Hybrid Intelligent Method of Relevant Vector Machine andRegression Tree for Probabilistic Load Forecasting”, Proc. of IEEE PES ISGT Europe 2011, 6
pages, Manchester, UK (2011)y

Takuya Umedachi, Ryo Ide, Toshiyuki Nakagaki, Ryo Kobayashi and Akio Ishiguro, “Fluid-filled
Soft-bodied Amoeboid Robot Inspired by Plasmodium of True Slime Mold”, Advanced Robotics,
26 : 693-707 (2012)yY. Tanaka, K. Ito, T. Nakagaki and Ryo Kobayashi, “Mechanics of limbless crawling driven bycontraction waves and friction control”, J. R. Soc. Interface, 9(67) : 222-233 (2012)y

Yuki Umeda and Kaoru Arakawa, “Spacio-Temporal Correction of Film Scratches using
Directional Median Filter”, Proc.SISA2011, pp. 7-12 (2011)y

Shinya Tozuka and Kaoru Arakawa, “Evaluation of Human Mental Stress in Text Reading by
Quantitative EEG Analysis”, Proc.SISA2011, pp. 136-140 (2011)yTaro Okakura and Kaoru Arakawa, “Face Recognition Across Age Progression Using Shifted Block
Matching”, Proc. IEEE ISPACS2011, PID185 (2011)y

Ryosuke Kawai, Akinori Awazu and Hiraku Nishimori, “Effective Stochastic Resonance of
Coupled excitable elements under noise of unequal amplitude”, PRE.Vol.84,021135-1-5 (2011)y͆ᩘ್ᐇ㦂࡜Ỉᵴᐇ㦂࡛ゎࡃࣂࣝࣁࣥ㞟ᅋࡢࢲ࢖຾ᮌཌᡂ㸪す᳃ᣅ㸪㐲⸨ᚨᏕ㸪㇂ཱྀᆂ㍜㸪ࢼ࣑ࢡࢫ͇㸪ᆅ㉁Ꮫ㞧ㄅ㸦᪥ᮏᆅ㉁Ꮫ఍ㄅ㸧 Vol.117, 155-162 (2011)y͆ὶయຊᏛⓗ┦஫స⏝ࢆ⤌ࡳ㎸ࢇࡔ⢏Ꮚἲ࡟ࡼࡿ⢊య࡞ࡔࢀ᪂ᒇၨᩥ㸪⢖ὠᬡ⣖㸪す᳃ᣅ㸪ࡢࣃࢱ࣮ࣥᙧᡂ͇
㸪➨ 17 ᅇ஺㏻ὶࡢࢩ࣑࣮ࣗࣞࢩࣙࣥࢩ࣏ࣥࢪ࣒࢘ㄽᩥ㞟 73-76 (2011)y͆⣽⬊⭷ୖࡢΰࡳྜ࠸ࢆ⪃៖ࡋࡓࢩࢢࢼࣝఏ㐩⣔ࣔࢹ͇ࣝ㸪⸨஭㞞ྐ㸪⢖ὠᬡ⣖㸪す᳃ᣅ㸪➨ 17 ᅇ஺㏻ὶࡢࢩ࣑࣮ࣗࣞࢩࣙࣥࢩ࣏ࣥࢪ࣒࢘ㄽᩥ㞟 25-28 (2011)y͆໬Ꮫ᝟ሗ࡜どぬ᝟ሗࢆ⤌ࡳⲶཎᝆ♸㸪๓⏣୍ᶞ㸪Ἠಇ㍜㸪⛅㔝㡰἞㸪⢖ὠᬡ⣖㸪す᳃ᣅ㸪ྜࢃࡏࡓࢺࣅ࢖ࣟࢣ࢔ࣜࡢ᥇㣵⾜ືࡢᐃ㔞ⓗゎᯒ͇㸪➨ 17 ᅇ஺㏻ὶࡢࢩ࣑࣮ࣗࣞࢩࣙࣥࢩ
࣏ࣥࢪ࣒࢘ㄽᩥ㞟 21-24 (2011)y

Hiromichi Ueno, Tsutomu Watanabe, Hideki Takayasu, and Misako Takayasu, “Collective purchasebehavior toward retail price changes”, Physica A 390, 499-504 (2011)y

Yukie Sano, Hideki Takayasu and Misako Takayasu, “Zipf’s Law and Heaps’ Law Can Predict theSize of Potential Words”, Progress of Theoretical Physics Supplement No. 194, 202-209 (2012)yTakaaki Ohnishi, Hideki Takayasu, Takatoshi Ito, Yuko Hashimoto, Tsutomu Watanabe and Misako
Takayasu, “On the nonstationarity of the exchange rate process”, International Review of Financial
Analysis 23, pp. 30–34 (2012)yKayo Hibino, Toshio Yanagida, Yasushi Sako and Tatsuo Shibata, “Activation Kinetics of RAF
Protein in the Ternary Complex of RAF, RAS-GTP, and Kinase on the Plasma Membrane of Living
Cells: SINGLE-MOLECULE IMAGING ANALYSIS”, J. Biol. Chem. 286:36460–36468 (2011)yYasuaki Kobayashi, Tatsuo Shibata, Yoshiki Kuramoto and Alexander S. Mikhailov, “Robust
network clocks: Design of genetic oscillators as a complex combinatorial optimization problem”,

Phys. Rev E 83:060901 (2011)yShunsuke Ooyama and Tatsuo Shibata, “Hierarchical organization of noise generates spontaneous
signal in Paramecium cell”, J. Theor. Biol. 283:1–9 (2011)yJoe Yuichiro Wakano, “Spatiotemporal dynamics of cooperation and spite behavior by conformist
transmission”, Communications on Pure and Applied Analysis, Pages: 375 - 386, Volume 11, Issue
1 (2012)yJoe Yuichiro Wakano, Kota Ikeda, Takeshi Miki and Masayasu Mimura, “Effective dispersal rate isa function of habitat size and corridor shape: mechanistic formulation of a two-patch compartment
model for spatially continuous systems”, Oikos, Volume 120, Issue 11, pages 1712–1720 (2011)yJoe Yuichiro Wakano, Kohkichi Kawasaki, Nanako Shigesada and Kenichi Aoki, “Coexistence ofindividual and social learners during range-expansion”, Theoretical Population Biology 80, pp.
132-140 (2011)yToshikazu Sunada, “Lecture on topological crystallography”, Japanese journal of mathematics, 3rdseries, Volume 7, Issue 1, pp. 1-39 (2012)yToshikazu Sunada and Tatsuya Tate, “Asymptotic behavior of quantum walks on the line”, Journalof Functional Analysis, Volume 262, Issue 6, pp. 2608-2645 (2012)y

Qian-Ping Gu and Hisao Tamaki, “Constant-factor approximations of branch-decomposition andlargest grid minor of planar graphs in O(n1+) time”, Theoretical Computer Science 412(32), pp.
4100-4109 (2011)y

Qian-Ping Gu and Hisao Tamaki, “Improved Bounds on the Planar Branchwidth with Respect to
the Largest Grid Minor Size”, Algorithmica (March 7, 2012), pp. 1-38 (2011)y

H. Murakawa and Hirokazu Ninomiya, “Fast reaction limit of a three-component reaction-diffusion
system”, Journal of Mathematical Analysis and Applications, 379, No. 1, 150-170, 1 (2011)yMasato Iida, Roger Lui and Hirokazu Ninomiya, “Stacked Fronts for Cooperative Systems with
Equal Diffusion Coefficients”, SIAM Journal on Mathematical Analysis, 43, No. 3, 1369-1389(2011)yTakahiro Miyoshi and Kanya Kusano, “A comparative study of divergence-cleaning techniques for
multi-dimensional MHD schemes”, Plasma and Fusion Research, 6, 2401124(1-5) (2011)ySatoshi Inoue, Kanya Kusano, Tetsuya Magara, Daikou Shiota and Tetsuya Yamamoto, “Twist andconnectivity of magnetic field lines in the solar active region NOAA 10930”, The AstrophysicalJournal, Volume 738, Issue 2, article id. 161 (2011)y

Hiroyuki Nishida, Ikkoh Funaki, Yoshifumi Inatani and Kanya Kusano, “Discussion on Momentum
Transfer Difficulty of a Magneto-Plasma Sail”, 27, 5, 1149-1153, DOI: 10.2514/1.B34141 (2011)yN. P. Savani, M. J. Owens, A. P. Rouillard, R. J. Forsyth, Kanya Kusano, D. Shiota, R. Kataoka, L.
Jian, and V. Bothmer, “Evolution of Coronal Mass Ejection Morphology with Increasing
Heliocentric Distance: 2. In Situ Observations”, The Astrophysical Journal, Vol. 732, issue 2, article
117, DOI: 10.1088/0004-637X/732/2/117 (2011)yN. P. Savani, M. J. Owens, A. P. Rouillard, R. J. Forsyth, Kanya Kusano, D. Shiota and R. Kataoka,“Evolution of Coronal Mass Ejection Morphology with Increasing Heliocentric Distance:
1.Geometrical Analysis”, The Astrophysical Journal, Vol. 731, issue 2, article 109, DOI:
10.1088/0004-637X/731/2/109 (2011)yT. Minoshima, S. Masuda, Y. Miyoshi and Kanya Kusano, “Coronal Electron Distribution in SolarFlares: Drift-Kinetic Model”, The Astrophysical Journal, Vol. 732, issue 2, article 111, DOI:
10.1088/0004-637X/732/2/111 (2011)y

B. T. Welsch, Kanya Kusano, T. T. Yamamoto and K. Muglach, “Decorrelation Times of
Photospheric Fields and Flows”, The Astrophysical Journal 747, 130 (2011)y

H. Koizumi and Kokichi Sugihara, “Maximum eigenvalue problem for Escherization”, Graphs andCombinatorics vol. 27, pp.431-439 (2011)y

Kokichi Sugihara, “Rescue boat Voronoi diagrams for inhomogeneous anisotropic, andtime-varying distances”, Eighth International Symposium on Voronoi Diagrams in Science andEngineering, Qingdao, China, pp. 91-97 (2011)y͆⣽ศ๭ࢆ⏝࠸ࡓ᏶඲භ㠃య࣓ࢵࢩࣗ⏕ᡂ͇㸪ィ⟬ᕤᏛ㸪vol. 16, no. 2㸪ᕝཎ⏣ᐶ㸪ᮡཎཌྜྷ㸪pp. 12-15 (2011)yB. Haider, S. Imahori, Kokichi Sugihara, “Success guaranteed routing in almost Delaunay planarnets for wireless sensor communication”, International Journal of Sensor Networks, vol. 9, Issue2, pp. 69-75 (2011)y͆㑊㞴᫬࡟⏕ࡌࡿ࢔࣮ࢳ≧ᐃᖖゎゎᯒ͇㸪➨ 17ቑ஭⩼㸪཭ᯞ᫂ಖ㸪ᒾᮏ┿⿱Ꮚ㸪ୖᒣ኱ಙ㸪
ᅇ஺㏻ὶࡢࢩ࣑࣮ࣗࣞࢩࣙࣥࢩ࣏ࣥࢪ࣒࢘ㄽᩥ㞟㸪pp.121-124 (2011)yKota Ikeda, Masayasu Mimura, “Traveling wave solutions of a 3-component reaction-diffusion
model in smoldering combustion”, Communications on Pure and Applied Analysis, Vol. 11, No.1,
pp. 275-305 (2012)yKota Ikeda, Shin-Ichiro Ei and Yasuhito Miyamoto, “Dynamics of a boundary spike for the shadow
Gierer-Meinhardt system”, Communications on Pure and Applied Analysis, Vol. 11, No. 1, pp.
115-145 (2012)ySatoshi Nakata, Mariko Matsushita, Taisuke Sato, Nobuhiko J. Suematsu, Hiroyuki Kitahata,
Takashi Amemiya and Yoshihito Mori, “Photoexcited Chemical Wave in the Ruthenium-Catalyzed
Belousov-Zhabotinsky Reaction”, J. Phys. Chem. A 115, 7406-7412 (2011)yNobuhiko J. Suematsu, Akinori Awazu, Shuhei Noda, Shunsuke Izumi, Satoshi Nakata and Hiraku
Nishimori, “Localized bioconvection of Euglena caused by phototaxis in the lateral direction”, J.
Phys. Soc. Jpn. 80, 064003 (2011)yYumihiko S. Ikura, Ryoichi Tenno, Hiroyuki Kitahata, Nobuhiko J. Suematsu and Satoshi Nakata,“Suppression and regeneration of camphor-driven Marangoni flow with the addition of sodium
dodecyl sulfate” J. Phys. Chem. B 116, 992-996 (2011)yNobuhiko J. Suematsu, Taisuke Sato, Ikuko N. Motoike, Kenji Kasima and Satoshi Nakata,“Density Wave Propagation of a Wave Train in a Closed Excitable Medium”, Physical Review E,
vol. 84, Issue 4 (2011)y

Yui Matsuda, Nobuhiko J. Suematsu and Satoshi Nakata, “Photo-sensitive self-motion of a BQ
disk”, Phys. Chem. Chem. Phys. 14, 5988-5991 (2012)y

Ryoko Okajima and Satoshi Chiba, “How does life adapt to a gravitational environment? The
outline of the terrestrial gastropod shell”, American Naturalist, Vol. 178, No. 6, pp. 801-809(2011)

y

Ryusuke Kon, “Age-structured Lotka-Volterra equations for multiple semelparous populations”,
SIAM Journal on Applied Mathematics, Volume 71, Issue 3, pp.694-713 (2011)yᚨỌ᪫ᑗ㸪ụ⏣኱㍜㸪୰ᮧ࿴ᖾ㸪ᵽཱྀ▱அ㸪ྜྷᕝ㢧ṇ㸪㨶ఫ⚞ྖ㸪⸨ᮏᬗᏊ㸪᳃ᒸ᫛㸪‫‮‬ඖΎᩥ㸪CPMN group㸪͆ኚ໬Ⅼ᳨ฟࢆᛂ⏝ࡋࡓ᫬⣔ิࢹ࣮ࢱ࠿ࡽࡢ✺Ⓨ⌧㇟ࡢ๓඙᳨ฟ࢔
ࣝࢦࣜࢬ࣒͇
㸪᝟ሗฎ⌮Ꮫ఍ㄽᩥㄅࠕᩘ⌮ࣔࢹࣝ໬࡜ᛂ⏝ TOMࠖ➨ 30 ྕ Vol. 4, No. 3, pp.
14-34 (2011)yTeiji Uozumi, Kiyohumi Yumoto, Terumasa Tokunaga, Stepan I. Solovyev, Boris M. Shevtsov,Richard Marshall, Kan Liou, Shinichi Ohtani, Shuji Abe, Akihiro Ikeda, Kentarou Kitamura,
Akimasa Yoshikawa, Hideaki Kawano and Masahiro Itonaga, “AKR modulation and global Pi2
oscillation”, J. Geophys. Res., 2011, vol. 116, A06214, doi: 10.1029/2010JA016042 (2011)yHideaki Kawano, Shinichi Ohtani, Teiji Uozumi, Terumasa Tokunaga, Akimasa Yoshikawa,
Kiyohumi Yumoto, Elizabeth A. Lucek, M. Andre and the CPMN group, “Pi 2 waves
simultaneously observed by Cluster and CPMN ground-based magnetometers near theplasmapause”, Ann. Geophys. 2011, vol. 29, Issue. 9, pp. 1663–1672 (2011)y

E. M. Takla, Kiyohumi Yumoto, M. G. Cardinal, Shuji Abe, Akiko Fujimoto, Akihiro Ikeda,
Terumasa Tokunaga, Y. Yamazaki, Teiji Uozumi, A. Mahrous, E. Ghamry, G. Mengistu, T. Afullo,
A. Macamo, L. Joao, H. Mweene, N. Mwiinga, C. Uiso, P. Baki, G. Kianji, K. Badi, P. Sutcliffe and
P. Palangio, “A study of latitudinal dependence of Pc 3-4 amplitudes at Âº magnetic meridian
stations in Africa”, Sun and Geosphere, vol. 6, No. 2, pp. 65-70 (2011)y

Shiro Horiuchi, “Diversity of Local Cultures Maintained by Agents' Movements between Local
Societies”, The 7th Conference of the European Social Simulation Association (2011)yWataru Nakahashi and Shiro Horiuchi “Evolution of ape and human mating systems”, Journal of
Theoretical Biology 296: 56-64 (2012)y

Shiro Horiuchi and Hiroyuki Takasaki , “Boundary nature induces greater group size and group
density in habitat edges: an agent-based model revealed”, Population Ecology 54: 197-203 (2012)yTetsuji Hidaka, “Detection of change in non-linear dynamics behind the periodic time series and its
application to solar cycle prediction”, Int. J. Pure Appl. Math., 73 (3) pp.309-333 (2011)yTetsuji Hidaka and Yasunori Okabe, “Detection of Changes in Non-linear Dynamics for Time
Series based on the Theory of KM2O-Langevin Equations”, Japan Journal of Industrial and Applied
Mathematics, 29, no.1, pp.131–163 (2012)yToshihisa Egawa, Kazuo Suzuki, Yoshinori Ichikawa, Tatsuya Iizaka, Tetsuro Matsui and Yasushi
Shikagawa, “A water flow forecasting for dam using neural networks and regression models”,
IEEE PES General Meeting, USA (2011)yTatsuya Iizaka, Toru Jintsugawa, Hideyuki Kondo, Yousuke Nakanishi and Yoshikazu Fukuyama,“A wind power forecasting method with confidence interval”, IEEE MWSCAS, Ta1I-1, Korea(2011)y͆㢼ຊⓎ㟁ண
㣤ᆏ㐩ஓ㸪⚄㏻ᕝ஽㸪㏆⸨ⱥᖾ㸪୰すせ♸㸪⚟ᒣⰋ࿴㸪᳃ၨஅ㸪ᡭἲ࡜ࡑࡢಙ㢗༊㛫ࡢ᥎ᐃᡭἲࡢ᳨ウ͇㸪㟁ẼᏛ఍ㄽᩥㄅ C㸪Vol.131-C, No.10 (2011)yAmy Poh Ai Ling and Masao Mukaidono, “Selection of Model in Developing Information Security
Criteria on Smart Grid Security System, Smart Grid Security and Communications”, The Ninth
International Symposium on Parallel and Distributed Processing with Applications (ISPA), No. 108,
Busan, Korea, pp.91-98 (2011)yAmy Poh Ai Ling, Masao Mukaidono and Kokichi Sugihara, “A Review: The Natural Grid
Concept and the Strategy of Asia’s Energy-Balance Pioneer”, Smart Grid Electronics Forum,
Session 5.2, pp.1-25, San Jose, California, America (2011)

y

Amy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “A Trade-off between ‘Current’ and‘Smart Grid’ Energy Supply System”, DC Building Power Asia, Session 4.6, Taipei, Taiwan (2011)yAmy Poh Ai Ling and Masao Mukaidono, “Deriving Consensus Rankings via Multi-criteria
Decision Making Methodology”, Business Strategy Series, Volume 13 Issue 1, pp.3 - 12 (2012)yAmy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “Security Philosophy Important for a
Sustainable Smart Grid System”, Eighth International Symposium on Frontiers of Information
Systems and Network Applications, Fukuoka, Japan (2012)yAmy Poh Ai Ling and Masao Mukaidono, “Grid Information Security Functional Requirement
Fulfilling Information Security of a Smart Grid System”, International Journal of Grid Computing& Applications, Vol. 2, No. 2, pp. 1̽19 (2011)yAmy Poh Ai Ling and Masao Mukaidono, “Selection of Model in Developing Information Security
Criteria on Smart Grid Security System”, Journal of Convergence, Vol.2, No.1, pp.39-46 (2011)yAmy Poh Ai Ling and Masao Mukaidono, “Smart Grid Information Security (IS) Functional
Requirement”, International Journal of Emerging Sciences, Vol.1, No.3, pp. 371-386 (2011) ㄽᩥ㸦ᰝㄞ࡞ࡋ㸧yMasao Mukaidono, “Foreword”, Proceedings of AFSS(Asia Fuzzy Systems Associations) 2011, p.1(2011)yྥẊᨻ⏨㸪͆Ᏻ඲࡟࠾ࡅࡿ⛉Ꮫⓗ஦ᐇ࡜౯್ほ͇㸪ᕳ㢌ゝ㸪ᢏ⾡㠉᪂࡜♫఍ኚ㠉㸪No.4, Vol.1㸪
pp.1 ♫఍ᢏ⾡㠉᪂Ꮫ఍ (2011)y͆ࡶࡢ࡙ࡃࡾᏳ඲࡜ࡑࡢᇶᮏ͇
㸪ᕳ㢌ゝ㸪ᘓタࡢ᪋ᕤ௻⏬㸪No.737㸪pp. 3㸪᪥ᮏྥẊᨻ⏨㸪ᘓタᶵᲔ໬༠఍ (2011)y͆Ᏻ඲Ꮫࡀ᪥ᮏࡢ௻ᴗࢆᩆ࠺͇
㸪ࢡ࢜ࣜࢸ࢕࣐ࢿࢪ࣓ࣥࢺ㸪Vol.62, No.6, pp.40-45,ྥẊᨻ⏨㸪᪥ᮏ⛉Ꮫᢏ⾡㐃┕ (2011)y͆⛉Ꮫᢏ⾡࡜ᮍ᮶㹼ே࡜ᢏ⾡࣭ࢩࢫࢸ࣒࡜ࡢ㛵ࢃࡾࢆ୰ᚰ࡟㹼͇
㸪SCOPE NET,ྥẊᨻ⏨㸪
Vol.59, pp.3-7 (2011)

y

ྥẊᨻ⏨㸪
͆Ᏻ඲Ꮫࡢయ⣔໬࡟ࡘ࠸࡚㹼Ᏻ඲᭭ⲷ⨶ࢆ࣮࣋ࢫ࡟⪃࠼ࡿ㹼͇㸪᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍ㄅ㸪Vol.4, pp.47-53, ᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍ (2011)y͆Ᏻ඲┠ᶆ㹼࡝ࡇࡲ࡛ࡸࡗࡓࡽᏳ඲࠿㹼࡟ࡘ࠸࡚⪃࠼ࡿ͇㸪᪥ᮏᏳ඲Ꮫᩍ⫱◊✲ྥẊᨻ⏨㸪఍ㄅ㸪Vol.4, pp.95-100, ᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍ (2011)y͆Ᏻ඲ࡢ㈨᱁ㄆᐃไᗘ͇
㸪ಙ㢗ᛶ㸪Vol.33, No.6㸪pp.286-289㸪᪥ᮏಙᖹᑿ⿱ྖ㸪ྥẊᨻ⏨㸪㢗ᛶᏛ఍ (2011)y͆Ᏻ඲ᛶ࡟㛵ࡍࡿᑗ᮶ᒎᮃ͇
㸪᪥ᮏಙ㢗ᛶᏛ఍ㄅࠕಙ㢗ᛶࠖ
㸪Vol.33㸪No.7㸪㏻ᕳྥẊᨻ⏨㸪
195 ྕ㸪pp.346̾351,᪥ᮏಙ㢗ᛶᏛ఍ (2011)y͆Ᏻ඲タィࡢᛮ᝿͇
㸪⚟ᓥ➨୍ཎᏊຊⓎ㟁ᡤ஦ᨾᚋࡢ㟁Ẽ࢚ࢿࣝࢠ࣮ࡢ෇⁥࡞౪ྥẊᨻ⏨㸪⤥࡟ྥࡅ࡚㸪pp.7-10, EAJ Information, No.150, ᪥ᮏᕤᏛ࢔࢝ࢹ࣑࣮ (2011)y͆Ᏻ඲ࡢࡓࡵ࡟ᯝࡓࡍ࡭ࡁᙺ๭͇
㸪Ᏻ඲࡜೺ᗣ㸪➨ 62 ᕳ 12 ྕ㸪pp.49-51㸪୰ኸྥẊᨻ⏨㸪ປാ⅏ᐖ㜵Ṇ༠఍ (2011)y͆ࢥࣥࣆ࣮ࣗࢱ࡜ᩍ⫱͇㸪᫂἞኱Ꮫᩍ⫱఍⣖せ ➨ 4 ྕ㸪pp.7-23, ᫂἞኱Ꮫᩍ⫱ྥẊᨻ⏨㸪఍ (2012)y͆ྜ⌮ⓗ⾜ື࡜ࡣఱ࠿㸫⾜ືࣇ࢓࢖ࢼࣥࢫ࡬ࡢ⪃ᐹ͇㸪ࠗ⾜ືࣇ࢓࢖ࢼࣥࢫ࠿ࡽㄞสᒇṊ᫛㸪ࡳゎࡃಶேྥࡅᢞ㈨ࢧ࣮ࣅࢫࡢ࠶ࡾ᪉࠘(ྜྷ㔝┤⾜⦅)

pp. 2㸫22㸪㔝ᮧ㈨ᮏᕷሙ◊✲ᡤ(2011)y⛅ᒣṇ࿴㸪ᡭ⪁⠜ྐ㸪ᑠᯘு㸪͆༸๭ࡢᩘ⌮ࣔࢹ͇ࣝ㸪ᩘ⌮ゎᯒ◊✲ᡤㅮ✲㘓㸪1748 : pp.
107-124 (2011)

y

୰ᇉಇஅ㸪
ᑠᯘு㸪
͆ཎ⏕⏕≀⢓⳦࡟ࡼࡿ⤌ྜࡏ᭱㐺໬ἲ ̿≀⌮⌧㇟࡜ࡋ࡚ぢࡓ⾜ື▱͇̿㸪ேᕤ▱⬟Ꮫ఍ㄅ㸪26(5) : pp. 482-493 (2011)y͆ࣈࣟࢵࢡ࣐ࢵࢳࣥࢢ࡟ࡼࡿ⤒ᖺኚ໬㢦⏬ീே≀ㄆドἲࡢ≉ᛶᨵၿ 㹼ᒸ಴ኴᮁ㸪Ⲩᕝ⸅㸪ࣈࣟࢵࢡ఩⨨⿵ṇࡢᑟධ 㹼͇㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍◊✲ᢏ⾡ሗ࿌㸪vol.111, no. 210 (SIS2011),
pp.69-74 (2011)y୕㬞㈗㸪Ἠኴ㑻㸪Ⲩᕝ⸅㸪ཎᓥ༤㸪͆᫂ᗘᕪࢆ⪃៖ࡋࡓᑐヰᆺ㓄Ⰽᨭ᥼ࢩࢫࢸ࣒ࡢ୍᪉ᘧ͇
㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍ᢏ⾡◊✲ሗ࿌, vol. 111, no. 457, SIS2011-58, pp. 25-30 (2012)y͆ᑐヰᆺ㐍໬ィ⟬ࢆ⏝࠸ࡓ㢦⏬ീ⨾ほࢩࢫࢸ࣒ࡢ㮖ぢៅ୍㑻㸪⪁἟ᶞ㔛㸪Ⲩᕝ⸅㸪ཎᓥ༤㸪࣮ࣘࢨࣅࣜࢸ࢕ᨵၿ࡜ࡑࡢホ౯͇㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍ᢏ⾡◊✲ሗ࿌, vol. 111, no. 457,
SIS2011-68, pp. 83-88 (2012)yす᳃ᣅ㸪͆◁ୣࡢືࡁࢆグ㏙ࡍࡿ༢⣧࡞᪉⛬ᘧ͇㸪ࣃࣜࢸ࢕(୸ၿฟ∧), Vol.27, 40-45 (2012)y͆ࣃࢱ࣮ࣥᙧᡂࡢศᒱゎᯒ(I)͇
㸪ᛂ⏝ᩘ⌮㸪vol. 22(1), ᪥ᮏᛂ⏝ᩘ⌮Ꮫ఍ (2012)
ᑠᕝ▱அ㸪

y

͆⊷ᐖᑐ⟇࠿ࡽぢࡿே⊷㛵ಀࡢᆅᇦ㛫ኚ␗͇㸪Ⱚᾆᕤᴗ኱Ꮫ◊✲ሗ࿌ 45 ྕ pp.
ᇼෆྐᮁ㸪85-90 (2011)yWataru Nakahashi and Shiro Horiuchi, “A mathematical model for the origin of the family”㸪MIMS
Technical Report 38 (2011)y኱ᖹᾴᏊ㸪▼ᶫ┤ே㸪㣤ᆏ㐩ஓ㸪୰すせ♸㸪͆㒊ศⓗ᭱ᑠ஧஌ἲࢆ⏝࠸ࡓ᪥ᑕ㔞ண ͇㸪㟁ẼᏛ఍඲ᅜ኱఍㸪6-021㸦2012㸧y͆ࢫ࣐࣮ࢺࢢࣜࢵࢻྥࡅ㟂⤥ไᚚࢩᯘ ᕧᕫ㸪ᓥᓮ♸୍㸪㣤ᓥ῟୍㸪㣤ᆏ㐩ஓ㸪୰すせ♸㸪ࢫࢸ࣒ࡢࣜ࢔ࣝࢱ࢖࣒ࢩ࣑࣮ࣗࣞࢱ࡟ࡼࡿ᳨ド㸦㸯㸧͇㸪㟁ẼᏛ఍඲ᅜ኱఍㸪6-118㸦2012㸧y͆ࢫ࣐࣮ࢺࢢࣜࢵࢻྥࡅ㟂⤥ไᚚࢩᓥᓮ♸୍㸪ᯘ ᕧᕫ㸪㣤ᓥ῟୍㸪㣤ᆏ㐩ஓ㸪୰すせ♸㸪ࢫࢸ࣒ࡢࣜ࢔ࣝࢱ࢖࣒ࢩ࣑࣮ࣗࣞࢱ࡟ࡼࡿ᳨ド㸦㸰㸧͇㸪㟁ẼᏛ఍඲ᅜ኱఍㸪6-119㸦2012㸧
 ⴭ᭩

y

͆Ᏻ඲࡜Ᏻᚰࡀရ㉁⤒Ⴀࡢ୰ᚰ࡟࡞ࡿ᫬௦͇㸪ရ㉁᭶㛫ࢸ࢟ࢫࢺ㸪No.382㸪᪥ᮏྥẊᨻ⏨㸪つ᱁༠఍㸪39 ࣮࣌ࢪ㸪2011 ᖺy͆Ᏻ඲ᛶタィ͇㸪ᶵᲔᕤᏛࣁࣥࢻࣈࢵࢡ㸪pp.676-681㸪ओᮅ಴᭩ᗑ㸪
㸦*ศᢸᇳ➹㸧ྥẊᨻ⏨㸪
2011 ᖺy͆㔠⼥ᕷሙ࡟࠾ࡅࡿࣜࢫࢡ࡜≉ᛶ㸫」㞧⣔ࢩࢫࢸ࣒ࡢ≀⌮ᏛࡢどⅬ࠿ࡽ͇
㸪㔠⼥
㧗Ᏻ⚽ᶞ㸪
༴ᶵ࡜࣐ࢡࣟ⤒῭Ꮫ㸫㈨⏘ᕷሙࡢኚື࡜㔠⼥ᨻ⟇࣭つไ㸦ᒾ஭ඞே࣭℩ྂ⨾႐࣭⩝ⓒྜ⦅㸪ᮾி኱Ꮫฟ∧఍㸪➨ 7 ❶㸪163㸫187㸪2011 ᖺyࠕ⛉Ꮫࠖ⦅㞟㒊⦅㸧㸪͆⛉Ꮫ⪅ࡢᮏᲴ ̿ࠗ㕲⭎࢔ࢺ࣒࠘࠿ࡽ࣮ࠗࣘࢡࣜࢵࢻ
◁⏣฼୍࣭௚㸦ཎㄽ࠘ࡲ࡛͇̿
㸪ᒾἼ᭩ᗑ㸪2011 ᖺy㸪ᮾிᅗ᭩㸪2011 ᖺ◁⏣฼୍㸪㛗ᒸு௓㸪㔝ᐙၨ୍㸪͆ᩘᏛ⪅ࡢဴᏛ㸩ဴᏛ⪅ࡢᩘᏛ͇y͆ࡔࡲࡋ⤮ࡢ୙ᛮ㆟࡞ୡ⏺ ㄡ࡛ࡶᥥࡅࡿ࣭࡬ࢇ࡞❧యࡀసࢀࡿ͇
㸪Ꮚ౪ࡢ⛉Ꮫ
ᮡཎཌྜྷ㸪ࢧ࢖࢚ࣥࢫࣈࢵࢡࢫ㸪ㄔᩥᇽ᪂ග♫㸪2011 ᖺ
 ཷ㈹

y

Amy Poh Ai Ling㸪AMS 㛤タグᛕ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ MIMS ⌧㇟ᩘ⌮Ꮫᑂᰝጤဨ≉ู㈹2011 ᖺy

Amy Poh Ai Ling,͆␃Ꮫ⏕ࡢᶍ⠊͇ᰯ཭఍⾲ᙲ≧, ᫂἞኱Ꮫ 2012 ᖺyMayuko Iwamoto, Ryo Kobayashi and Daishin Ueyama, Presentation Excellence Award㸪“Crawling
Locomotion: The Advantage of Mucus”, The 3rd Taiwan-Japan Joint Workshop for Young
Scholars in Applied Mathematics, ᅜ❧ྎ‴኱Ꮫ㸪2012 ᖺyMayuko Iwamoto㸪Ryo Kobayashi and Daishin Ueyama, ᭱ඃ⚽࣏ࢫࢱ࣮㈹㸪“A Mathematical
Research for the Effectiveness of Mucus in Crawling Locomotion of Gastropod”, ᫂἞኱Ꮫ኱Ꮫ
㝔ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タࢩ࣏ࣥࢪ࣒࢘㸪P38,᫂἞኱Ꮫ㥴Ἑྎ࢟ࣕࣥࣃࢫ㸪2011 ᖺ ㅮ₇࢔㸬ཱྀ㢌Ⓨ⾲y

Masayasu Mimura, “Modeling of self-organized aggregation: from individual to population”,
Conference on Evolutional equations, related topics and applications, ᪩✄⏣኱Ꮫ, ᮾி, 2012
ᖺ 3 ᭶ 19 ᪥yMasayasu Mimura, “Turing's instability versus cross-diffusion-driven instability”, Patternformation: The Inspiration of Alan Turing, Oxford, United Kingdom of Great Britain and Northern
Ireland, 2012 ᖺ 3 ᭶ 14 ᪥y͆⮬ᕫ⤌⧊໬㞟ྜࣔࢹࣝ࡟ࡘ࠸࡚㸸࣑ࢡࣟ࡜࣐ࢡࣟࡢ㛫ࢆ᥈ࡿ͇㸪ᩘ㟁ᶵ≉ู㐃୕ᮧᫀὈ㸪ᦠㅮ₇఍㸪㤳㒔኱Ꮫᮾி㸪ᮾி㸪2012 ᖺ 3 ᭶ 7 ᪥yMasayasu Mimura, “Mathematics moving towards understanding of self-organization”,
Mathematics for Innovation: large and Complex Systems, ESF-JSPS, ᮾி, 2012 ᖺ 2 ᭶ 29 ᪥yMasayasu Mimura, “A link between macroscopic and microscopic models of active aggregation”,
20th Annual Workshop on Differential Equation, Taipei, Taiwan, 2012 ᖺ 1 ᭶ 6 ᪥yMasayasu Mimura, “Active aggregation in two mode-dispersing models”, International workshop
on Mathematical Models of Biological Phenomena and their Analysis, ௝ྎ, 2011 ᖺ 11 ᭶ 23 ᪥yMasayasu Mimura, “Infinite dimensional relaxation oscillation in a population growth model withtwo mode movement”, Workshop on Reaction-Diffusion Systems in Mathematics and Life
Sciences, Montpellier, France, 2011 ᖺ 9 ᭶ 20 ᪥yMasayasu Mimura, “Competitor-mediated coexistence”, Mathematical Frontiers in the life Sciences,
Limerick, Ireland, 2011 ᖺ 7 ᭶ 5 ᪥yMasayasu Mimura, “Competitive exclusion and competitor-mediated coexistence”, Fronts andNonlinear PDEs, Ecole Normale Superier, Paris, France, 2011 ᖺ 6 ᭶ 21 ᪥yMasayasu Mimura, “Infinite dimensional relaxation oscillation in a chemotaxis-growth system”,
Colloquium du Laboratoire Jacques-Luis Lions, Univ. Pars VI, Paris, France, 2011 ᖺ 6 ᭶ 17 ᪥yMasayasu Mimura, “Dynamics of soliton-like dynamics in excitable reaction-diffusion systems”,
International Conference on Perspective in Mathematics and Life Sciences, Granada, Spain, 2011
ᖺ6᭶8᪥

y

͆㐨㊰஺㏻ࡢṚஸ஦ᨾపῶ࡟㛵ࡍࡿ⪃ᐹ͇㸪➨ 10 ᅇ㹇㹒㹑ࢩ࣏ࣥࢪ࢘
⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪࣒ 1㸪pp.115-120㸪ITS Japan, 2011 ᖺ 11 ᭶ 4 ᪥yྥẊᨻ⏨㸪͆ປാᏳ඲⾨⏕࣐ࢿࢪ࣓ࣥࢺࢩࢫࢸ࣒࡟⏕࠿ࡍࣜࢫࢡ࣮࣋ࢫ࢔ࣉ࣮ࣟࢳࡢ⪃࠼᪉͇
㸪100 ࿘ᖺグᛕㅮ₇ ࣜࢫࢡ࢔ࢭࢫ࣓ࣥࢺ㸭࣐ࢿࢪ࣓ࣥࢺࢩࢫࢸ࣒ศ⛉఍㸪ᖹᡂ 23 ᖺᗘ඲ᅜ⏘ᴗᏳ඲⾨⏕኱఍◊✲Ⓨ⾲㞟㸪pp.58-60,୰ኸປാ⅏ᐖ㜵Ṇ༠఍㸪2011 ᖺ 10 ᭶ 14 ᪥y͆Ᏻ඲Ꮫࡢ❧ሙ࠿ࡽᏳ඲┠ᶆ࡜ࣜࢫࢡᇶ‽࡟ࡘ࠸࡚⪃࠼ࡿ͇㸪≉ูㅮ₇㸪໬Ꮫ⏕ྥẊᨻ⏨㸪≀⥲ྜ⟶⌮Ꮫ఍Ꮫ⾡⥲఍ண✏㞟㸪pp.63-82,Ꮫ⾡⥲ྜࢭࣥࢱ࣮㸪2011 ᖺ 9 ᭶ 30 ᪥y͆ಙ㢗ᛶ࣭Ᏻ඲ᛶࡢᑗ᮶ᒎᮃ͇
㸪➨ 1 ᅇࣇ࢛࣮࣒ࣛ㸪᪥ᮏಙ㢗ᛶᏛ఍㸪2011 ᖺ 9ྥẊᨻ⏨㸪᭶ 12 ᪥y͆Ᏻ඲ᏛࡢどⅬ࠿ࡽཎᏊຊᏳ඲ࢆほࡿ͇㸪➨ 16 ᅇ▱⬟࣓࢝ࢺࣟࢽࢡࢫ࣮࣡ࢡࢩࣙྥẊᨻ⏨㸪ࢵࣉ㸪㧗▱ᕤ⛉኱㸪2011 ᖺ 9 ᭶ 2 ᪥y͆Ᏻ඲Ꮫࡢయ⣔໬࡟ࡘ࠸࡚㹼Ᏻ඲᭭ⲷ⨶ࢆ࣮࣋ࢫ࡟⪃࠼ࡿ㹼͇㸪᪥ᮏᏳ඲Ꮫᩍ⫱ྥẊᨻ⏨㸪◊✲఍ㄅ㸪Vol.4, pp.47-53, ᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍, 2011 ᖺ 8 ᭶ 9 ᪥y͆Ᏻ඲┠ᶆ㹼࡝ࡇࡲ࡛ࡸࡗࡓࡽᏳ඲࠿㹼࡟ࡘ࠸࡚⪃࠼ࡿ͇㸪᪥ᮏᏳ඲Ꮫᩍ⫱◊✲ྥẊᨻ⏨㸪఍ㄅ㸪Vol.4, pp.95-100, ᪥ᮏᏳ඲Ꮫᩍ⫱◊✲఍, 2011 ᖺ 8 ᭶ 9 ᪥y͆஦ᨾࢹ࣮ࢱ࠿ࡽࡳࡿ㐨㊰஺㏻ࡢᏳ඲ᗘỈ‽࡟ࡘ࠸࡚ࡢ⪃ᐹ͇㸪ᢏ⾡⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪◊✲ሗ࿌ Ᏻ඲ᛶ SSS2011-8, pp.17-20,㟁Ꮚ᝟ሗ㏻ಙᏛ఍, 2011 ᖺ 7 ᭶ 21 ᪥y͆㐨㊰஺㏻ࡢ࢚࣮ࣛỈ‽࡜஺㏻஦ᨾࡢ㐣๫ࣜࢫࢡ͇
㸪ಙ㢗ᛶಖ඲ᛶࢩ
⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪࣏ࣥࢪ࣒࢘㸪᪥ᮏ⛉Ꮫᢏ⾡㐃┕㸪2011 ᖺ 7 ᭶ 15 ᪥y͆ࣄ࣮࣐࢚࣮ࣗࣥࣛ࡜㐨㊰஺㏻ࡢ஦ᨾపῶ͇
㸪Ᏻ඲ᕤᏛࢩ࣏ࣥࢪ࣒࢘
⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪
2011 ㅮ₇ㄽᩥ㞟㸪pp.461-464, ᪥ᮏᏛ⾡఍㆟⥲ྜᕤᏛጤဨ఍㸪2011 ᖺ 7 ᭶ 8 ᪥y͆Ᏻ඲ࡢ⌮ᛕ࡜Ᏻ඲┠ᶆ͇㸪Ᏻ඲ᕤᏛࢩ࣏ࣥࢪ࣒࢘ 2011 ㅮ₇ண✏㞟㸪 pp.11-13, ᪥ྥẊᨻ⏨㸪ᮏᏛ⾡఍㆟⥲ྜᕤᏛጤဨ఍㸪2011 ᖺ 7 ᭶ 7 ᪥y͆㐨㊰஺㏻ࡢᏳ඲ᛶỈ‽͇㸪᫓Ꮨಙ㢗ᛶࢩ࣏ࣥࢪ࣒࢘㸪᪥ᮏಙ㢗ᛶᏛ⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪఍㸪2011 ᖺ 6 ᭶ 3 ᪥y͆Ᏻ඲Ꮫ࡜࠸࠺᪂ࡋ࠸どⅬ࠿ࡽ㌟㏆࡞஦ᨾࢆゎ๗ࡍࡿ͇㸪▱ࡢᗈሙ㸸⛉Ꮫ࡜♫఍ྥẊᨻ⏨㸪஦౛◊✲㸰㸪᪩✄⏣኱Ꮫ㸪2011 ᖺ 9 ᭶ 27 ᪥y͆Ᏻ඲ࡣ➇தຊ㹼⤒Ⴀ⪅࡟࡜ࡗ࡚ࡢᶵᲔᏳ඲㹼͇㸪Ᏻ඲ㅮヰ㸪᪫㐍఍㸪2011 ᖺ 9
ྥẊᨻ⏨㸪
᭶8᪥

y

͆ࢹ࢕ࢫ࢝ࢵࢩࣙࣥ㸸ᨺᑕ⬟ࡢࣜࢫࢡ࡟ࡘ࠸࡚㸪ᾘ㈝⪅ࡀ▱ࡗ࡚࠾ࡁࡓ࠸ࡇ
ྥẊᨻ⏨㸪௚㸪࡜͇㸪ࢩ࣏ࣥࢪ࣒࢘㸸㣗ရ࡜ᨺᑕ⬟࡟ࡘ࠸࡚㸪▱ࡾࡓ࠸ࡇ࡜㸪ఏ࠼ࡓ࠸ࡇ࡜㸪ᾘ㈝⪅ᗇ㸪⚄ዉᕝ఍ሙ㸸࠿࡞ࡀࢃປാࣉࣛࢨ㸪ᇸ⋢఍ሙ㸸኱ᐑࢯࢽࢵࢡࢩࢸ࢕㸪2011 ᖺ 8 ᭶ 28 ᪥, 29᪥y͆〇ရᏳ඲࡟࠾ࡅࡿୡ⏺ࡢືྥ࡜᪥ᮏ࣓࣮࣮࢝ࡀྲྀࡾ⤌ࡴ࡭ࡁጼ͇
㸪⥭ᛴࢭ࣑ࢼ
ྥẊᨻ⏨㸪࣮㸸㏕ࡾࡃࡿἲᨵṇ㸪ኚࢃࡿᏳ඲タィ㸪᪥⤒ࡶࡢ࡙ࡃࡾ㸪᪥ᮏ⛉Ꮫᢏ⾡㐃┕㸪ᮾி఍ሙ᪥
⛉ᢏ㐃ᮏ㒊㸪኱㜰఍ሙ኱㜰୰ኸ㟁Ẽ೜ᴦ㒊㸪2011 ᖺ 7 ᭶ 25 ᪥-27 ᪥y͆ࡓࡵ࡟࡞ࡿࠕᏳ඲Ꮫࠖ㹼ᬽࡽࡋ㸪ఫࡲ࠸ࡢ࠶ࢇࡐࢇ࡟ࡘ࠸࡚㹼͇
㸪BL, ALIA ◊ྥẊᨻ⏨㸪✲ᡂᯝྜྠⓎ⾲఍ㅮ₇㸪
㸦㈈㸧࣋ࢱ࣮ࣜࣅࣥࢢ㸪㸦♫㸧ࣜࣅࣥࢢ࢔࣓ࢽࢸ࢕༠఍㸪2011 ᖺ 7
᭶ 14 ᪥y͆Ᏻ඲┠ᶆ࡟ࡘ࠸࡚⪃࠼ࡿ 㹼⚟ᓥ➨୍ཎⓎ஦ᨾࢆ㚷ࡳ࡚㹼͇㸪⮫᫬ PS ㅮ₇఍㸪ྥẊᨻ⏨㸪᪥❧ࣁ࢖ࢸࢡ㸦ᰴ㸧
㸪2011 ᖺ 7 ᭶ 12 ᪥y͆ཎⓎ࡜ᨺᑕ⥺ࡢᏳ඲ᛶࢆ⪃࠼ࡿ 㹼Ᏻ඲ᏛࡢどⅬ࠿ࡽ㹼͇㸪≉ูㅮ⩏㸪᫂἞኱ྥẊᨻ⏨㸪Ꮫ᝟ሗࢥ࣑ࣗࢽࢣ࣮ࢩࣙࣥ◊✲⛉㸪2011 ᖺ 6 ᭶ 13 ᪥y͆㟈⅏࡟࠾ࡅࡿᏳ඲࡟ࡘ࠸࡚㹼኱㟈⅏࡟࠾ࡅࡿປാᏳ඲⾨⏕ࡢᅾࡾ᪉㹼͇
㸪඲ᅜ
ྥẊᨻ⏨㸪
ࢭ࢖ࣇࢸ࢕ࢿࢵࢺ࣮࣡ࢡ㞟఍㸪㐃ྜ㸪࣍ࢸࣝࢢࣛࣥࢻࣃࣞࢫ㸪2011 ᖺ 5 ᭶ 23 ᪥y͆⚟ᓥཎⓎ஦ᨾ࠿ࡽᏳ඲ࢆ⪃࠼ࡿ㹼Ᏻ඲Ꮫ࡟どⅬ࠿ࡽ㹼͇㸪ᨭ㒊ㅮ₇఍㸪᫂἞኱ྥẊᨻ⏨㸪Ꮫᰯ཭఍ᮾி㒔ᮾ㒊ᨭ㒊㸪2011 ᖺ 5 ᭶ 21 ᪥y͆᫂἞኱Ꮫ࡜ᰯ཭఍࡜⚾͇㸪␗ୡ௦஺ὶ఍㸪᫂἞኱ᏛᏛ⏕ᰯ཭఍㸪2011 ᖺ 5 ᭶ 20
ྥẊᨻ⏨㸪
᪥

y

͆Ᏻ඲┠ᶆ࡟ࡘ࠸࡚⪃࠼ࡿ㸪㹼࡝ࡇࡲ࡛ࡸࡗࡓࡽᏳ඲࠿㸽㹼͇㸪➨ 219 ᅇ᭶౛఍ྥẊᨻ⏨㸪≉ูグᛕㅮ₇, Ᏻ඲ᢏ⾡ᛂ⏝◊✲఍, 2011 ᖺ 4 ᭶ 26 ᪥y͆ಙ㢗ᛶ࣭Ᏻ඲ᛶࡢᑗ᮶ᒎᮃ͇
㸪➨ 2 ᅇࣇ࢛࣮࣒ࣛ㸪᪥ᮏಙ㢗ᛶᏛ఍㸪㧗▱ᕷᩥྥẊᨻ⏨㸪໬ࣉࣛࢨ࠿ࡿࡱ࣮࡜㸪2012 ᖺ 2 ᭶ 3 ᪥y͆Ᏻ඲ศ㔝࡛౑⏝ࡍࡿ᝟ሗࡢ≉ᛶ࡜⅏ᐖ᝟ሗࢹ࣮ࢱ࣮࣋ࢫ
㇂ཱྀ⛱࿴㸪ᱵᓮ㔜ኵ㸪ྥẊᨻ⏨㸪ࡢᵓ⠏͇
㸪IEICE Technical Report Vol.111 No.371㸪pp.25-28㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍㸪2011 ᖺ 12
᭶ 22 ᪥y͆͂ᶵᲔࢩࢫࢸ࣒Ᏻ඲̓࡟ࡘ࠸࡚͇㸪᪼㝆ᶵࢩࢫࢸ࣒ࡢᏳ඲࣭Ᏻᚰၥ㢟◊✲఍㸪᪥ྥẊᨻ⏨㸪ᮏᶵᲔᏛ఍㸪2011 ᖺ 10 ᭶ 28 ᪥y͆஦ᨾࢹ࣮ࢱ࠿ࡽࡳࡿ㐨㊰஺㏻ࡢᏳ඲ᗘỈ‽࡟ࡘ࠸࡚ࡢ⪃ᐹ͇
㸪IEICE⏕⇃ඞᕫ㸪ྥẊᨻ⏨㸪Technical Report, Vol.111, No.143㸪pp.17-20㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍㸪2011 ᖺ 7 ᭶ 14 ᪥y͆㺀ࢮࣟࣜࢫࢡࡣ࡞࠸ࠖ࡜ࡍࡿ࡞ࡽ㸪࡝࠺ࡸࡗ࡚Ᏻ඲࣭Ᏻᚰࢆㄝࡃ࠿㸽͇
㸪ࣃࢿࣝ
ྥẊᨻ⏨㸪
ࢹ࢕ࢫ࢝ࢵࢩࣙࣥ㸪ရ㉁࡜Ᏻ඲ᩥ໬ࣇ࢛࣮࣒ࣛ㸪᫂἞኱Ꮫ⣸⤃㤋㸪2012 ᖺ 3 ᭶ 29 ᪥y͆ရ㉁ࣜࢫࢡ࣐ࢿࢪ࣓ࣥࢺࡢ⪃࠼᪉㸪㐍ࡵ᪉͇㸪ရ㉁ㅮ₇఍㸪㸦ᰴ㸧࢝ࢿ࢝㧗◁ᕤྥẊᨻ⏨㸪ᴗᡤ㸪2012 ᖺ 3 ᭶ 23 ᪥y͆ክ࡜ᮍ᮶ࢆࡘ࡞ࡄㅮ₇఍͇㸪༞ᴗࣇ࢙ࢫࢸ࢕ࣂࣝ≉ู௻⏬㸪᫂἞኱ᏛྥẊᨻ⏨㸪໭㔝኱㸪ᰯ཭఍㸪᫂἞኱Ꮫࣜࣂࢸ࢕ࢱ࣮࣡㸪2012 ᖺ 3 ᭶ 20 ᪥y͆ࢥࣥࣆ࣮ࣗࢱᏳ඲࡜ᶵ⬟Ᏻ඲͇㸪ࠕ⤌ࡳ㎸ࡳࢯࣇࢺࡢᏳ඲ᛶ࡟ࡘ࠸࡚ࠖㅮ₇఍㸪ྥẊᨻ⏨㸪〇ရホ౯ᢏ⾡◊✲ᶵᵓ㸪᭷ᴦ⏫㟁Ẽࣅࣝ໭㤋㸪2012 ᖺ 3 ᭶ 13 ᪥y͆ᶵᲔᏳ඲࡜〇㐀ᣐⅬࡢᾏእᒎ㛤࡟㛵ࡍࡿࢩ࣏ࣥࢪ࣒͇࢘
㸪ࣃࢿࣝࢹ࢕ࢫ࢝ࢵࢩྥẊᨻ⏨㸪ࣙࣥ㸸ࣔࢹ࣮ࣞࢱ㸪᪥ᮏᶵᲔᕤᴗ㐃ྜ఍㸪ᮾிドๆ఍㤋㸪2012 ᖺ 3 ᭶ 5 ᪥y͆⪏⏝ᑑ࿨࡟ᑐࡍࡿᢏ⾡ⓗᑐᛂ࡟ࡘ࠸࡚͇
㸪≉ูㅮ₇ ᐇ㊶㸟ಙ㢗ᛶ࣭ရ㉁ᢏ⾡ྥẊᨻ⏨㸪◊✲఍㸪᪥ᮏ⛉Ꮫᢏ⾡㐃┕㸪ᮾ㧗෇ᑎࣅࣝ㸪2012 ᖺ 3 ᭶ 2 ᪥yྥẊᨻ⏨㸪͆ປാᏳ඲⾨⏕࣐ࢿࢪ࣓ࣥࢺࢩࢫࢸ࣒࡟⏕࠿ࡍࣜࢫࢡ࣮࣋ࢫ࢔ࣉ࣮ࣟࢳࡢ⪃࠼᪉͇㸪Ᏻ඲⟶⌮⪅◊ಟ఍㸪⚟ᓥ┴ປാᇶ‽༠఍㸪㣤ᆏ࣍ࢸࣝ⪹ᴦ㸪2012 ᖺ 2 ᭶ 9 ᪥y͆Ᏻ඲ࡢ͂ࡑࡶࡑࡶ̓࡜ࢃࡀᅜࡢᏳ඲ᩥ໬࣭Ᏻ඲ព㆑ 㹼࠸ࡲ㏕ࡽࢀࡿᏳ඲ᩥ໬࣭
ྥẊᨻ⏨㸪Ᏻ඲ព㆑ࡢぢ┤ࡋ㹼͇㸪NIKKEI Ᏻ඲࡙ࡃࡾࣉࣟࢪ࢙ࢡࢺ㸪᪥ᮏ⤒῭᪂⪺♫㸪᪥⤒࣮࣍ࣝ㸪
2012 ᖺ 1 ᭶ 27 ᪥y͆ཎᏊຊⓎ㟁ࡢᏳ඲ᛶ࡟㛵ࡍࡿ୍⪃ᐹ͇㸪≉ูㅮ₇㸪Ᏻ඲ᛂ⏝ᢏ⾡◊✲఍㸪ࡁࡹྥẊᨻ⏨㸪ࡾ࠶ࢇ㸪2012 ᖺ 1 ᭶ 20 ᪥y͆⪏⏝ᑑ࿨࡟ࡘ࠸࡚͇
㸪➨㸯ᅇ⪏⏝ᑑ࿨◊✲఍㸪᪥ᮏ⬟⋡༠఍㸪୕⏣ NK ࣅࣝ㸪ྥẊᨻ⏨㸪
2011 ᖺ 12 ᭶ 15 ᪥y͆ཎᏊຊⓎ㟁ࡢᏳ඲タィ࡟ࡘ࠸࡚͇
㸪බ㛤ࢩ࣏ࣥࢪ࣒࢘㸪⚟ᓥ➨୍ཎᏊຊⓎ㟁஦ྥẊᨻ⏨㸪ᨾᚋࡢ㟁Ẽ࢚ࢿࣝࢠ࣮ࡢ෇⁥࡞౪⤥࡟ྥࡅ࡚㸪᪥ᮏᕤᏛ࢔࢝ࢹ࣑࣮㸪Ꮫኈ఍㤋㸪2011 ᖺ 12
᭶ 13 ᪥y͆Ᏻ඲タィࡢᛮ᝿͇
㸪᫂἞኱Ꮫ࢖ࣈࢽࣥࢢࢭ࣑ࢼ࣮ࠕᑗ᮶࡟ồࡵࡽࢀࡿཎᏊຊࡢ
ྥẊᨻ⏨㸪Ᏻ඲࡜࢚ࢿࣝࢠ࣮ࢆ⪃࠼ࡿࢩ࣏ࣥࢪ࣒࢘ࠖ㸪᫂἞኱Ꮫ⌮ᕤᏛ◊✲⛉᪂㡿ᇦ๰㐀ᑓᨷ㸪᫂἞኱Ꮫࣜࣂࢸ࢕ࢱ࣮࣡㸪2011 ᖺ 12 ᭶ 3 ᪥y͆᪂ࡋ࠸᫬௦࡟࠾ࡅࡿᏳ඲࣭Ᏻᚰ㔜どࡢ௻ᴗ⤒Ⴀ࡜ᩍ⫱ࡢ⏘Ꮫ㐃ᦠ͇
㸪ᆅᇦ⏘ᴗ
ྥẊᨻ⏨㸪
άᛶ໬බ㛤ㅮᗙ㸪᫂἞኱Ꮫኳ❺ᕷㅮᗙ㸪ኳ❺࣍ࢸࣝ㸪2011 ᖺ 12 ᭶ 1 ᪥y͆ࣜࢫࢡࡀᴟࡵ࡚㧗࠸ࢩࢫࢸ࣒࡟ᑐࡍࡿᏳ඲タィᛮ᝿࡟ࡘ࠸࡚ 㹼ཎᏊຊⓎ㟁࡟ྥẊᨻ⏨㸪ᑐࡍࡿ୍⪃ᐹ㹼͇㸪➨ 234 ᅇ⥲ྜᏳ඲ㄯヰ఍㸪⥲ྜᏳ඲ᕤᏛ◊✲ᡤ㸪2011 ᖺ 11 ᭶ 22 ᪥yྥẊᨻ⏨㸪͆ປാᏳ඲⾨⏕࣐ࢿࢪ࣓ࣥࢺࢩࢫࢸ࣒࡟⏕࠿ࡍࣜࢫࢡ࣮࣋ࢫ࢔ࣉ࣮ࣟࢳࡢ⪃࠼᪉͇㸪ᑂᰝጤဨ఍ㅮ₇఍㸪᪥ᮏ⬟⋡༠఍㸪2011 ᖺ 11 ᭶ 21 ᪥y͆ᾘ㈝⪅࡜ࣜࢫࢡࢥ࣑ࣗࢽࢣ࣮ࢩ͇ࣙࣥ
㸪ࣇ࢓ࢩࣜࢸ̿ࢱ◊ಟ఍㸪᪥ᮏᾘ㈝⪅⏕ྥẊᨻ⏨㸪ά࢔ࢻࣂ࢖ࢨ࣮࣭ࢥࣥࢧࣝࢱࣥࢺ༠఍㸪඲ᅜࢡ࣮ࣜࢽࣥࢢ఍㤋㸪2011 ᖺ 11 ᭶ 18 ᪥y͆⤒ᖺຎ໬ࢆ㜵ࡄᏳ඲タィ͇㸪〇ရᏳ඲ᑐ⟇ࢩ࣏ࣥࢪ࣒࢘㸪᪥ᮏ⬟⋡༠఍㸪ᮾிྥẊᨻ⏨㸪ࣅࢵࢢࢧ࢖ࢺ㸪2011 ᖺ 11 ᭶ 17 ᪥y͆ḟୡ௦ࡢရ㉁⤒Ⴀࡢᇶᮏࡣಙ㢗㸩Ᏻ඲࣭Ᏻᚰ͇㸪➨ 52 ᅇရ㉁᭶㛫≉ูㅮ₇఍㸦ᯇ
ྥẊᨻ⏨㸪
Ụ఍ሙ㸧
㸪᪥ᮏつ᱁༠఍㸪ࡃ࡟ࡧࡁ࣓ࢵࢭ㸪2011 ᖺ 11 ᭶ 15 ᪥y͆Ᏻ඲ᩥ໬ࢆ⫱࡚ࡼ࠺㹼Ᏻ඲࡞♫఍࡬ࡢ㈉⊩㹼͇㸪UL University Ᏻ඲ᩥ໬ࢭ࣑ࢼ
ྥẊᨻ⏨㸪࣮㸪ရ㉁࡜Ᏻ඲ᩥ໬ࣇ࢛࣮࣒ࣛ㸪᫂἞኱Ꮫࣜࣂࢸ࢕ࢱ࣮࣡㸪2011 ᖺ 11 ᭶ 9 ᪥y͆Ᏻ඲ဴᏛ࡟ࡘ࠸࡚͇㸪〇ရᏳ඲ࢭ࣑ࢼ࣮㸺➨㸯ᅇ㸼〇ရᏳ඲ࡢ♏,᪥ᮏつ᱁༠఍㸪ྥẊᨻ⏨㸪᪥ᮏ⮬ື㌴఍㤋㸪2011 ᖺ 11 ᭶ 7 ᪥y͆ᮾ᪥ᮏ኱㟈⅏࡜᫂኱ᰯ཭఍͇
㸪ࢩ࣏ࣥࢪ࣒࢘㸪᫂἞኱Ꮫᰯ཭఍㇏ᓥ༊ᆅᇦᨭ㒊㸪ྥẊᨻ⏨㸪ୖụ⿄ࢥ࣑ࣗࢽࢸ࢕ࢭࣥࢱ࣮㸪2011 ᖺ 11 ᭶ 5 ᪥y͆ཎⓎ࡜ᨺᑕ⥺ࡢᏳ඲ᛶࢆ⪃࠼ࡿ㹼Ᏻ඲ᏛࡢどⅬ࡛㹼͇㸪᫂἞኱Ꮫᮾி㒔す㒊ᆅྥẊᨻ⏨㸪༊∗ẕ఍ㅮ₇఍㸪᫂἞኱Ꮫ࿴Ἠᰯ⯋㸪2011 ᖺ 11 ᭶ 5 ᪥y͆ࢥࣥࣆ࣮ࣗࢱ࡜ᩍ⫱͇㸪➨ 4 ᅇ⥲఍࣭◊✲኱఍㸪᫂἞኱Ꮫᩍ⫱఍㸪᫂἞኱Ꮫࣜ
ྥẊᨻ⏨㸪ࣂࢸ࢕ࢱ࣮࣡㸪2011 ᖺ 11 ᭶ 5 ᪥y͆᪥ᮏࡢᏳ඲ࢆ᰿ᮏ࠿ࡽ⪃࠼ࡿ͇㸪ᮾ᪥ᮏ኱㟈⅏࠿ࡽఱࢆᏛࡪ࠿㹼Ᏻ඲࣭Ᏻᚰ࡞ྥẊᨻ⏨㸪᪥ᮏࢆ┠ᣦࡋ࡚㹼㸪᫂἞኱Ꮫ๰❧ 130 ࿘ᖺグᛕබ㛤ㅮᗙ㸪᫂἞኱Ꮫ㸤᫂἞኱Ꮫᰯ཭఍໭ᾏ
㐨ᨭ㒊㸪ி⋤ࣉࣛࢨ࣍ࢸࣝᮐᖠ㸪2011 ᖺ 10 ᭶ 30 ᪥y͆㌟ࡢᅇࡾࡢᏳ඲࡟ࡘ࠸࡚㹼ࡇࢇ࡟ࡷࡃࢮ࣮ࣜ࠿ࡽཎⓎࡲ࡛㹼͇㸪᫂἞኱Ꮫ 130ྥẊᨻ⏨㸪࿘ᖺグᛕබ㛤ㅮ₇఍㸪᫂἞኱Ꮫ㸤᫂἞኱Ꮫᰯ཭఍ᒣ᲍┴ᨭ㒊㸪ᒣ᲍┴❧ᩥᏛ㤋ㅮᇽ㸪2011ᖺ 10 ᭶ 29 ᪥y͆㟈⅏࡜ࣜࢫࢡ࣐ࢿࢪ࣓ࣥࢺ͇
㸪ᇶㄪㅮ₇㸪ィ⿦ไᚚᢏ⾡఍㆟㸪᪥ᮏ⬟⋡༠఍㸪ྥẊᨻ⏨㸪୕⏣ NN ࣮࣍ࣝ㸪2011 ᖺ 10 ᭶ 26 ᪥y͆ࡇࢀ࠿ࡽࡢ᪥ᮏࢆ๰ࡿ㹼ᮾ᪥ᮏ኱⽣℩ㄔ୍㸪Ώ㑔⨾ᶞ㸪㰺⸨㝯㸪ྥẊᨻ⏨㸪Ώ㎶ᬛᜨᏊ㸪㟈⅏࠿ࡽᚓࡓࢳ࢝ࣛ㹼͇㸪๰❧ 130 ࿘ᖺグᛕࢩ࣏ࣥࢪ࣒࢘㸪➨ 14 ᅇ࣮࣒࣑࣍࢝ࣥࢢࢹ࣮㸪᫂἞኱Ꮫ㸪᫂἞኱Ꮫࣜࣂࢸ࢕ࢱ࣮࣡㸪2011 ᖺ 10 ᭶ 16 ᪥y͆Ᏻ඲☜ಖࡢㄽ⌮͇㸪ࢩ࣮ࣜࢬࢭ࣑ࢼ࣮ཎᏊຊࡢᏳ඲ࢆၥ࠺㸪࢚ࢿࣝࢠ࣮⥲ྜᕤྥẊᨻ⏨㸪Ꮫ◊✲ᡤ㸪JA ᩆ῭ࣅࣝ㸪2011 ᖺ 10 ᭶ 8 ᪥y͆㟈⅏࡟࠾ࡅࡿᏳ඲࡟ࡘ࠸࡚㹼኱㟈⅏࡟࠾ࡅࡿປാᏳ඲⾨⏕ࡢᅾࡾ᪉㹼͇
㸪㐃ྜ
ྥẊᨻ⏨㸪
඲ᅜࢭ࢖ࣇࢸ࢕ࢿࢵࢺ࣮࣡ࢡ㞟఍㸪᪥ᮏປാ⤌ྜ⥲㐃ྜ఍㸪࣍ࢸࣝࢢࣛࣥࢻࣃࣞࢫ㸪2011ᖺ 6 ᭶ 27 ᪥y͆௒ᚋࡢປാᏳ඲⾨⏕ᑐ⟇ࡢྥ࠿࠺࡭ࡁ᪉ྥ㹼ປാᏳ඲ࡢഃ㠃࠿ࡽ㹼͇
㸪㐃ྜ඲
ྥẊᨻ⏨㸪
ᅜࢭ࢖ࣇࢸ࢕ࢿࢵࢺ࣮࣡ࢡ㞟఍㸪᪥ᮏປാ⤌ྜ⥲㐃ྜ఍㸪࣍ࢸࣝࢢࣛࣥࢻࣃࣞࢫ㸪2011 ᖺ
6 ᭶ 27 ᪥yTakeaki Kariya, “A CB (corporate bond) pricing model for deriving default probabilities andrecovery rates”, International Conference on Quantitative Methods for Finance, Sidney, 2011 ᖺ 12
᭶ 14 ᪥-17 ᪥yTakeaki Kariya, “Empirically Effective Bond Pricing Model and Analysis on Term Structures of
Implied Interest Rates in Financial Crisis”, International Conference on Advances in Probability
and Statistics - Theory and Applications㸪Hong Kong, 2011 ᖺ 12 ᭶ 28 ᪥-31 ᪥y⸨⏣๰㸪᳃ၨஅ͆ࣁ࢖ࣈࣜࢵࢻࢥ࣮ࢹ࢕ࣥࢢ EPSO ࢆ⏝࠸ࡓ Loadability ᭱኱໬ࡢࡓࡵࡢ
FACTS ᶵჾ᭱㐺㓄⨨ἲ͇㸪ᖹᡂ 23 ᖺᗘ㟁ẼᏛ఍ B 㒊㛛኱఍㸪ㄽᩥϨ㸪ㄽᩥ␒ྕ 21㸪2011ᖺ 8 ᭶ 31 ᪥yゅ⏣ᗈᶞ㸪᳃ၨஅ͆ゎࡢከᵝᛶࢆ⪃៖ࡋࡓከ┠ⓗ࣓ࢱࣄ࣮ࣗࣜࢫࢸ࢕ࢡࢫ࡟ࡼࡿ☜⋡ⓗ౪⤥ಙ㢗ᗘホ౯͇
㸪ᖹᡂ 23 ᖺ㟁ẼᏛ఍ B 㒊㛛኱఍, ㄽᩥ I, ㄽᩥ␒ྕ 22㸪2011 ᖺ 8 ᭶ 31 ᪥y͆๓ฎ⌮ࢆ⏝࠸ࡓࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡ࡟ࡼࡿኴ㝧ගⓎ㟁ண ͇㸪ᖹ㧗ᶫᨻே㸪᳃ၨஅ㸪ᡂ 23 ᖺ㟁ẼᏛ఍ B 㒊㛛኱఍, ㄽᩥϩ, ㄽᩥ␒ྕ 103㸪2011 ᖺ 8 ᭶ 30 ᪥y͆ࢹ࣮ࢱ࣐࢖ࢽࣥࢢࢆ⏝࠸ࡓ㓄㟁⣔⤫ᦆኻ᭱ᑠ໬͇
㸪ᖹᡂ 23 ᖺᗘ㟁ẼᏛᶓᒣ⿱ஂ㸪᳃ၨஅ㸪఍㟁ຊ࣭࢚ࢿࣝࢠ࣮㒊㛛኱఍, ㄽᩥ␒ྕ 225㸪2011 ᖺ 9 ᭶ 1 ᪥y͆ࢹ࣮ࢱ࣐࢖ࢽࣥࢢࢆ⏝࠸ࡓ㓄㟁⣔⤫ࡢᦆኻ᭱ᑠ໬᥎ᐃ͇, 㟁ຊᢏ⾡◊ᶓᒣ⿱ஂ㸪᳃ၨஅ㸪✲఍㈨ᩱ, 㟁ẼᏛ఍, PE-11-057/PSE-11-074㸪2011 ᖺ 9 ᭶ 28 ᪥y͆DA ๓ฎ⌮௜ࡁࡢ RBFN ࡟ࡼࡿኴ㝧ගⓎ㟁ண ͇㸪ᖹᡂ 23 ᖺ㟁ẼᏛ఍㧗ᶫᨻே㸪᳃ၨஅ㸪㟁ຊᢏ⾡◊✲఍㈨ᩱ, ㈨ᩱ␒ྕ PE-11-089/PSE11-106㸪2011 ᖺ 9 ᭶ 29 ᪥yHiroyuki Mori, “Estimating Casual Relationship in Load Forecasting with Hybrid Intelligent
System”, Invited Seminar at Yonsei University㸦ᘏୡ኱Ꮫ), Seoul, Korea, 2011 ᖺ 4 ᭶ 29 ᪥yHiroyuki Mori, “Multi-objective Meta-heuristics for ELD in Consideration of CO2 Reduction”,
Smart Grid Special Session Seminar at KIEE㸦㡑ᅜ㟁ẼᏛ఍), Cheju, Korea, 2011 ᖺ 5 ᭶
20 ᪥

yHiroyuki Mori, “Recent Trend of Smart Grid in Japan”, Invited Seminar a Chun Yuan Christian
University㸦୰ཎ኱Ꮫ), Chungli, Taiwan, 2011 ᖺ 12 ᭶ 29 ᪥yᶓᒣ⿱ஂ㸪᳃ၨஅ㸪͆ࢹ࣮ࢱ࣐࢖ࢽࣥࢢ࡜ࢽ࣮ࣗࣛࣝࢿࢵࢺ࣮࣡ࢡࢆ⏝࠸ࡓ㓄㟁⣔⤫ࡢᦆኻ᥎ᐃ͇
㸪2011 ᖺᗘ➨ 1 ᅇ㟁ẼᏛ఍ᮾிᨭ㒊⚄ዉᕝᨭᡤ◊✲Ⓨ⾲఍㸪2012 ᖺ 2 ᭶ 24 ᪥y

͆FACTS ᶵჾ᭱㐺㓄⨨ࡢࡓࡵࡢࣁ࢖ࣈࣜࢵࢻࢥ࣮ࢸ࢕ࣥࢢ EPSO ࡢ㛤Ⓨ͇㸪
⸨⏣๰㸪
᳃ၨஅ㸪
2011 ᖺᗘ➨ 1 ᅇ㟁ẼᏛ఍ᮾிᨭ㒊⚄ዉᕝᨭᡤ◊✲Ⓨ⾲఍㸪2012 ᖺ 2 ᭶ 24 ᪥y

͆GRBFN ࡜ PSO ࡟ࡼࡿኴ㝧ගⓎ㟁ฟຊண ͇
㸪2011 ᖺᗘ➨ 1 ᅇ㟁ẼᏛ㧗ᶫᨻே㸪᳃ၨஅ㸪఍ᮾிᨭ㒊⚄ዉᕝᨭᡤ◊✲Ⓨ⾲఍㸪2012 ᖺ 2 ᭶ 24 ᪥y͆ࢫ࣐࣮ࢺࢢࣜࢵࢻ⎔ቃୗ࡟࠾ࡅࡿ࢘࢖ࣥࢻࣇ࢓࣮࣒ࢆ⪃៖ࡋࡓከ┠ⓗゅ⏣ᗈᶞ㸪᳃ၨஅ㸪㏦㟁⣔⤫ᣑ඘ィ⏬͇
㸪2011 ᖺᗘ➨ 1 ᅇ㟁ẼᏛ఍ᮾிᨭ㒊⚄ዉᕝᨭᡤ◊✲Ⓨ⾲఍㸪 2012 ᖺ 2
᭶ 24 ᪥y͆㐣Ꮫ⩦㜵Ṇࢆ⪃៖ࡋࡓ GRBFN ࡟ࡼࡿኴ㝧ගⓎ㟁ฟຊண ͇㸪ᖹᡂ 24㧗ᶫᨻே㸪᳃ၨஅ㸪ᖺ㟁ẼᏛ఍඲ᅜ኱఍ண✏㞟,ㄽᩥ␒ྕ 6-026, ᗈᓥᕤᴗ኱Ꮫ㸪2012 ᖺ 3 ᭶ 21 ᪥y͆ࣁ࢖ࣈࣜࢵࢻ࢖ࣥࢸࣜࢪ࢙ࣥࢺࢩࢫࢸ࣒ࢆ⏝࠸ࡓ㓄㟁ᦆኻ᥎ᐃ͇㸪ᶓᒣ⿱ஂᶞ㸪᳃ၨஅ㸪
ᖹᡂ 24 ᖺ㟁ẼᏛ఍඲ᅜ኱఍ண✏㞟㸪ㄽᩥ␒ྕ 6-033㸪ᗈᓥᕤᴗ኱Ꮫ㸪2012 ᖺ 3 ᭶ 23 ᪥y

͆GRASP-SPEA2 ࡟ࡼࡿ㈇Ⲵࡢ୙☜ᐃᛶࢆ⪃៖ࡋࡓከ┠ⓗ㏦㟁⣔⤫ᣑ඘
ゅ⏣ᗈᶞ㸪᳃ၨஅ㸪ィ⏬͇㸪ᖹᡂ 24 ᖺ㟁ẼᏛ఍඲ᅜ኱఍ண✏㞟㸪ㄽᩥ␒ྕ 6-044㸪ᗈᓥᕤᴗ኱Ꮫ㸪2012 ᖺ 3 ᭶
23 ᪥y͆ࣁ࢖ࣈࣜࢵࢻ࢖ࣥࢸࣜࢪ࢙ࣥࢺࢩࢫࢸ࣒ࢆ⏝࠸ࡓኳೃࢹࣜࣂࢸ࢕ࣈዎ⣙⸨⏣๰㸪᳃ၨஅ㸪ࣔࢹࣝࡢసᡂ͇
㸪ᖹᡂ 24 ᖺ㟁ẼᏛ఍඲ᅜ኱఍ண✏㞟㸪ㄽᩥ␒ྕ 6-056㸪ᗈᓥᕤᴗ኱Ꮫ㸪2012ᖺ 3 ᭶ 23 ᪥y͆㠀⥺ᙧண Ꮚࢆ⏝࠸ࡓ㟁ຊࢿࢵࢺ࣮࣡ࢡࡢ㐃⥆ᆺ₻ὶィ⟬͇㸪ᖹᡂ 24᳃ၨஅ㸪኱㈏Ᏻᙪ㸪ᖺ㟁Ꮚ᝟ሗ㏻ಙᏛ఍㠀⥺ᙧ◊✲఍ᢏ⾡ሗ࿌㸪ㄽᩥ␒ྕ㹌㹊㹎2011-153㸪⚟Ụᩥ໬఍㤋㸪2012ᖺ 3 ᭶ 28 ᪥y

Ryo Kobayashi, “Locomotion of Animals, Robots and Mathematics”, Seminar at Material
Measurement Laboratory, NIST, Gaithursburg, USA, 2011 ᖺ 9 ᭶yRyo Kobayashi, “Mathematical models of network formation of true slime mold”, Seminar at Dr.
Merk's Lab. in CWI, Amsterdam, Netherland, 2011 ᖺ 9 ᭶yRyo Kobayashi, T. Nakagaki and A. Ishiguro, “Design of Robot Control Learned from True Slime
Mold ”, Problem Solving by Slime Moulds, Uppsala, Sweden, 2011 ᖺ 9 ᭶

y

୰ᇉಇஅ㸪
▼㯮❶ኵ㸪
͆⏕≀ࣟࢥ࣮ࣔࢩࣙࣥ࡟Ꮫࡪ኱⮬⏤ᗘไᚚࢩࢫࢸ࣒ࡢ᪂ᒎ㛤͇㸪ᑠᯘு㸪㉺ቃࡍࡿᩘᏛ, ᮾி㸪2011 ᖺ 9 ᭶ 7 ᪥y͆┿ṇ⢓⳦࠿ࡽࣟ࣎ࢵࢺ࡬͇
㸪࣮࣡ࢡࢩࣙࢵࣉࠕ⏕≀ࣟࢥ࣮ࣔࢩࣙࣥ࡜ྠᮇ⌧㇟ࠖ㸪ᑠᯘு㸪ࢢ࣮ࣜࣥࣆ࢔኱἟, 2011 ᖺ 8 ᭶y

M. Akiyama, A. Tero and Ryo Kobayashi, “A Mathematical Model of Cleavage ”, ECMTB 2011,
Krakow, Poland, 2011 ᖺ 6 ᭶yA. Tero, T. Nakagaki and Ryo Kobayashi, “Modeling of the Adaptive Network of True Slime
Mold”, ECMTB 2011, Krakow, Poland, 2011 ᖺ 6 ᭶yT. Kazama, T. Okuno, K. Ito, T. Nakagaki and Ryo Kobayashi, “ A mathematical model for themode transition of locomotion in Amoeba proteus ”, ECMTB 2011, Krakow, Poland, 2011 ᖺ 6 ᭶y͆༢⣽⬊ࡢᗏຊ͇
㸪ி㒔⟬ᴦ఍➨㸵ᅇ◊✲఍, ⇕ᾏᕷ, 2011 ᖺ 6 ᭶ 5 ᪥ᑠᯘு㸪y͆⢓⳦ࡢ▱ᛶ࡟Ꮫࡪຊ͇
㸪▱㆑⛉Ꮫ◊✲⛉ࢭ࣑ࢼ࣮, ໭㝣ඛ➃኱Ꮫ, 2011 ᖺ 5 ᭶ 23
ᑠᯘு㸪
᪥

y

͆⏕≀࡜ᩘᏛ࡜ࣟ࣎ࢵࢺ࡜͇㸪᫂἞኱Ꮫඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘㸪ᑠᯘு㸪᫂἞኱Ꮫ, 2011 ᖺ 10 ᭶ 4 ᪥y͆⏕≀࡜ᩘᏛ࡜ࣟ࣎ࢵࢺ࡜͇
㸪ࢩ࣏ࣥࢪ࣒࢘ࠕ๰Ⓨ࡜⮬ᕫ⤌⧊໬㸫㨩ᝨࡢ㠀⥺ᙧࠖ㸪ᑠᯘு㸪஑ᕞ኱Ꮫ, 2011 ᖺ 11 ᭶ 21 ᪥y͆┿ṇ⢓⳦࠿ࡽࣟ࣎ࢵࢺ࡬͇
㸪ᮾ໭ᆅ༊≉ูㅮ₇఍ ࣟ࣎ࢸ࢕ࢡࢫ࡜ᩘ⌮⛉Ꮫࡢ⣲ᑠᯘு㸪ᩛ࡞ฟ఍࠸㸪ᮾ໭኱Ꮫ, 2011 ᖺ 11 ᭶ 25 ᪥y͆⢓⳦ࡢ⾜ື▱࡟Ꮫࡪ͇㸪⮬↛ࡢཿᬛ࡟Ꮫࡪᢏ⾡ࢭ࣑ࢼ࣮ ➨㸰ᅇࢭ࣑ࢼ࣮ࠕ ⏕≀ᑠᯘு㸪࡟Ꮫࡪࢯ࣮ࢩࣕࣝ࢖ࣀ࣮࣋ࢩࣙࣥ 㹼 ಶ࡜㞟ᅋࡢ⣲ᩛ࡞㛵ಀ㹼 ࠖ㸪኱㜰⛉Ꮫᢏ⾡ࢭࣥࢱ࣮,2011 ᖺ 11 ᭶ 28 ᪥y͆⏕≀࡜ᩘᏛ࡜ࣟ࣎ࢵࢺ࡜ – ⢓⳦ࡢ⾜ື▱࡟Ꮫࡪ –͇㸪ᩘᏛ⣔ࢭ࣑ࢼ࣮㸪᪂₲኱Ꮫ,ᑠᯘு㸪
2011 ᖺ 12 ᭶ 14 ᪥y͆ィ⟬ࡍࡿ࢔࣓࣮ࣂࡢ୙ᛮ㆟͇㸪๰❧ 130 ࿘ᖺグᛕࢩ࣏ࣥࢪ࣒࢘ࠕ⮬↛ࢆ᥈ࡾ㸪♫ᑠᯘு㸪఍ࢆኚ࠼ࡿᩘ⌮⛉Ꮫ㸸⌧㇟ᩘ⌮Ꮫࡢᣮᡓࠖ
㸪᫂἞኱Ꮫ㸪2011 ᖺ 12 ᭶ 17 ᪥y

Ryo Kobayashi, “Locomotion of Animals, Robots and Mathematics”, GCOE ࢩ࣏ࣥࢪ࣒࢘ࠕ㝵ᒙࡢ㐃⤖ࠖ, Kyoto, 2012 ᖺ 2 ᭶ 13 ᪥ -15 ᪥y͆⏕≀࡜ᩘᏛ࡜ࣟ࣎ࢵࢺ࡜͇
㸪ᩘ㟁ᶵ≉ู㐃ᦠㅮ₇఍㸪㤳㒔኱Ꮫᮾி, 2012 ᖺ 3 ᭶
ᑠᯘு㸪
14 ᪥

y

͆ィ⟬ࡍࡿ࢔࣓࣮ࣂࡢ୙ᛮ㆟͇㸪࢚ࢿࣝࢠ࣮ᩍ⫱㈹⾲ᙲᘧ࣭グᛕㅮ₇఍㸪ᮾி㸪2012ᑠᯘு㸪
ᖺ 3 ᭶ 16 ᪥y͆ࣇ࢙࣮ࢬࣇ࢕࣮ࣝࢻἲ࡜ࡑࡢᛂ⏝͇㸪᪥ᮏゎ๗Ꮫ఍⥲఍࣭඲ᅜᏛ⾡㞟఍㸪ᒣ᲍኱ᑠᯘு㸪Ꮫ㸪2012 ᖺ 3 ᭶ 26 ᪥y͆᪉ྥᛶ࣓ࢹ࢕࢔ࣥࣇ࢕ࣝࢱࢆ⏝࠸ࡓ᫬✵㛫⏬ീಟ᚟࡜ࡑࡢࣅࢹ࢜ࢫࢡ
ᱵ⏣భᶞ㸪Ⲩᕝ⸅㸪ࣛࢵࢳ㝖ཤ࡬ᛂ⏝͇㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍ࢯࢧ࢖࢚ࢸ࢕኱఍㸪A-20-6㸪2011 ᖺ 9 ᭶ 13 ᪥-16᪥y͆࢖ࣥࢱࣛࢡࢸ࢕ࣈ㢦⏬ീ⨾ほࢩࢫࢸ࣒ࡢࣃ࣓ࣛ㮖ぢៅ୍㑻㸪⪁἟ᶞ㔛㸪Ⲩᕝ⸅㸪ཎᓥ༤㸪࣮ࢱタᐃ᪉ἲ࡟㛵ࡍࡿ᳨୍ウ͇㸪㟁Ꮚ᝟ሗ㏻ಙᏛ఍ࢯࢧ࢖࢚ࢸ࢕኱఍㸪AS-4-1㸪2011 ᖺ 9
᭶ 13 ᪥-16 ᪥y͆GPU ࢆ⏝࠸ࡓȜ-ࣇ࢕ࣝࢱࣂࣥࢡ㢦⏬ീ⨾⫙໬ฎ⌮ࢩࢫࢸ࣒౫⏣⼥㸪஭ཱྀᖾὒ㸪Ⲩᕝ⸅㸪ࡢືⓗᐇ⌧ἲ͇, DSPS ᩍ⫱⪅఍㆟ண✏㞟, pp.41-42, 2011 ᖺ 9 ᭶ 2 ᪥yすᕝ༤㈗㸪౫⏣⼥㸪஭ཱྀᖾὒ㸪Ⲩᕝ⸅㸪͆Ȝ-ࣇ࢕ࣝࢱࣂࣥࢡࢆ⏝࠸ࡓ㢦⏬ീ⨾⫙໬ฎ⌮ࢩࢫࢸ࣒ࡢ FPGA ࡟ࡼࡿᐇ⌧͇
㸪DSPS ᩍ⫱⪅఍㆟ண✏㞟, pp.43-44, 2011 ᖺ 9 ᭶ 2 ᪥

yHiraku Nishimori, “Quantitative analysis of behavior of ants: Decision-making under conflicting
information”, International Symposium on Complex Systems, Tokyo, 2011 ᖺ 12 ᭶ 2 ᪥y͆࢔ࣜࡢ㞟ᅋ᥇㣵࡟࠾ࡅࡿุ᩿࡜⾜ື͇㸪➨ 12 ᅇィ ⮬ືไᚚᏛ఍ࢩࢫࢸ࣒࢖ࣥࢸ
す᳃ᣅ㸪ࢢ࣮ࣞࢩࣙࣥ㒊㛛ㅮ₇఍ ࣮࢟ࣀ࣮ࢺㅮ₇㸪ி㒔኱Ꮫ㸪2011 ᖺ 12 ᭶ 23 ᪥y͆࢔ࣜࡣ⩌ࢀ࡚ఱࢆ⪃࠼࡚࠸ࡿࡢ࠿?͇㸪➨ 21 ᅇ㠀⥺ᙧ཯ᛂ࡜ඹྠ⌧㇟◊✲఍㸪ᗈす᳃ᣅ㸪ᓥ኱Ꮫ㸪2011 ᖺ 12 ᭶ 17 ᪥y͆◁ୣࡢࢲ࢖ࢼ࣑ࢡࢫ--࣐ࢡࣟ࡞⮬↛⌧㇟ࡢᩘ⌮ࣔࢹࣜࣥࢢ࡜ィ⟬ᶵᐇ㦂͇㸪୍⯡す᳃ᣅ㸪♫ᅋἲே ௻ᴗ◊✲఍ ➨ 24 ᮇࠕ㹁㸿㹋㹋ࣇ࢛࣮࣒ࣛࠖ㸪ᮾி㸪2011 ᖺ 6 ᭶ 3 ᪥yHiraku Nishimori and Hirofumi Niiya, “Morphodynamics of dunes described by the migration of
crest-lines”, Minerva Gentner Symposium on Aeolian Processes, Ben-Gurion University of the
Negev, Eilat Campus, Israel, 2011 ᖺ 10 ᭶ 25 ᪥y͆⣽⬊ࡢ㉮໬ᛶࢩࢢࢼࣝఏ㐩⣔ࡢ⮬ᕫ⤌⧊໬࡟ࡼࡿෆᅾⓗᴟᛶᙧᡂ࡜໙㓄ㄆ㆑͇㸪ᰘ⏣㐩ኵ㸪ࢩ࣏ࣥࢪ࣒࢘͂⣽⬊ࢆᵓᡂࡍࡿศᏊࡢ᝟ሗࢿࢵࢺ࣮࣡ࢡ̓㸪➨ 49 ᅇ᪥ᮏ⏕≀≀⌮Ꮫ఍ᖺ఍㸪රᗜ┴❧኱Ꮫ㸪ጲ㊰㸪2011 ᖺ 9 ᭶ 16 ᪥y͆⣽⬊ࡢ㉮໬ᛶࢩࢢࢼࣝఏ㐩⣔ࡢ⮬ᕫ⤌⧊໬࡜ᛂ⟅͇㸪ࢩ࣏ࣥࢪ࣒࢘ࠕ⣽⬊⏕≀ᰘ⏣㐩ኵ㸪࡟࠾ࡅࡿᩘ⌮ࣔࢹࣝࡢᙺ๭ࠖ➨ 2㸯ᅇ ᪥ᮏᩘ⌮⏕≀Ꮫ఍ ᖺ఍㸪᫂἞኱Ꮫ㸪ᮾி㸪2011 ᖺ
9 ᭶ 13 ᪥̽15 ᪥yTatsuo Shibata, “Spontaneous symmetry breaking and signal processing in chemotactic response of
eukaryotic cells”, International conference ‘Engineering of Chemical Complexity’, Berlin,
Germany, 2011 ᖺ 7 ᭶ 4 ᪥-8 ᪥yTatsuo Shibata, “Inherent Polarity and Gradient Sensing of the Self-organized Signaling System in
Chemotactic Cells” RIKEN CDB-QBiC Joint Symposium ‘Towards Innovation in Developmental
Cell Biology: The impact of Emerging Technologies’, RIKEN CDB, Kobe, Japan, 2011 ᖺ 6 ᭶ 30
᪥-7 ᭶ 1 ᪥y͆㉮໬ᛶࢩࢢࢼࣝఏ㐩⣔ࡢ⮬ᕫ⤌⧊໬࡜ᛂ⟅࡟ᐇ㦂࡜⌮ㄽ࠿ࡽ࢔ࣉ࣮ࣟࢳࡍࡿ͇
㸪ᰘ⏣㐩ኵ㸪᪥ᮏⓎ⏕⏕≀Ꮫ఍ ⛅ᮇࢩ࣏ࣥࢪ࣒࢘ 2011㸪ᇶ♏⏕≀Ꮫ◊✲ᡤඹദ, ⮬↛⛉Ꮫ◊✲ᶵᵓ㸪ᒸᓮ࢝ࣥࣇ࢓ࣞࣥࢫࢭࣥࢱ࣮㸪ឡ▱㸪2011 ᖺ 12 ᭶ 19 - 21 ᪥yTatsuo Shibata, “Self-organization in signaling system of chemotactic cells”, Modeling andAnalysis in the Life Sciences: A ReaDiLab Conference in Tokyo Japan, ᮾி኱Ꮫ GCOE ᅜ㝿఍㆟୺ദ, 2011 ᖺ 11 ᭶ 28-30 ᪥y͆ࣜࢬ࣒࡜⏕≀Ꮫ͇㸪RIMS ◊✲㞟఍ ➨㸶ᅇ⏕≀ᩘᏛࡢ⌮ㄽ࡜ࡑࡢᛂ⏝㸪ி㒔኱ᰘ⏣㐩ኵ㸪Ꮫᩘ⌮ゎᯒ◊✲ᡤ㸪ி㒔㸪2011 ᖺ 11 ᭶ 15 ᪥-18 ᪥y͆㉮໬ᛶ⣽⬊࡟࠾ࡅࡿ⣽⬊ࡢ⮬Ⓨⓗ࡞ᴟᛶᙧᡂ࡜໙㓄ㄆ㆑͇,CBI/JSBi2011 ྜྠᰘ⏣㐩ኵ㸪኱఍ࠕィ⟬⛉Ꮫࡢᣅࡃ᪂ࡋ࠸⏕࿨ീࠖ᝟ሗィ⟬໬Ꮫ⏕≀Ꮫ఍(CBI Ꮫ఍) ඹദ, ᪥ᮏࣂ࢖࢜
࢖ࣥࣇ࢛࣐ࢸ࢕ࢡࢫᏛ఍ඹദ, ⚄ᡞᅜ㝿఍㆟ሙ㸪⚄ᡞ㸪2011 ᖺ 11 ᭶ 8-10 ᪥yTatsuo Shibata, “Self-Organized Signaling System in Chemotactic Cells”, CDB Symposium 2012
“Quantitative Developmental Biology”, RIKEN Center for Developmental Biology, Kobe, 2012 ᖺ
3 ᭶ 26-28 ᪥yTatsuo Shibata, “Self-organization in signaling system of chemotactic cells”, East Asia Joint
Seminars on Statistical Physics 2012, Center for Soft Condensed Matter Physics& Interdisciplinary
Research, Soochow University, Soochow, China, 2012 ᖺ 3 ᭶ 18-20 ᪥y͆Topological Crystallography͇, ࢡࣞࢫࢺ࣭ࢭ࣑ࢼ࣮㸪ᮾ໭኱Ꮫ᝟ሗ⛉Ꮫ◊✲⛉㸪◁⏣฼୍㸪
2011 ᖺ 5 ᭶ 20 ᪥y

͆Topological Crystallography͇㸪ᗄఱᏛࢭ࣑ࢼ࣮㸪஑ᕞ኱Ꮫ㸪2011 ᖺ 6 ᭶ 24 ᪥
◁⏣฼୍㸪

y

͆Topological Crystallography͇㸪Mathematics Everywhere㸪᫂἞኱Ꮫ㸪2011 ᖺ 7 ᭶
◁⏣฼୍㸪
21 ᪥

y

͆Topological Crystallography͇
㸪WPI ࢭ࣑ࢼ࣮㸪ᮾ໭኱Ꮫ㸪2011 ᖺ 7 ᭶ 29 ᪥
◁⏣฼୍㸪

y

͆Overview of my work͇㸪⳹༡ᖌ⠊኱Ꮫ㸪ᗈᕞ㸪୰ᅜ㸪2011 ᖺ 8 ᭶ 9,10 ᪥
◁⏣฼୍㸪

y

◁⏣฼୍㸪
͆Topological Crystallography͇㸪Summer Challenge at KEK㸪2011 ᖺ 8 ᭶ 24 ᪥y͆Topological Crystallography͇㸪୐ኤࢭ࣑ࢼ࣮㸪ᮾ໭኱Ꮫ᝟ሗ⛉Ꮫ◊✲⛉㸪2011◁⏣฼୍㸪
ᖺ 8 ᭶ 26 ᪥y͆Quantum Walk͇
㸪୐ኤࢭ࣑ࢼ࣮㸪ᮾ໭኱Ꮫ᝟ሗ⛉Ꮫ◊✲⛉㸪2011 ᖺ 8 ᭶ 26 ᪥
◁⏣฼୍㸪

y

◁ ⏣ ฼ ୍ 㸪 “Fine asymptotics for 1-dimensional quantum walks”, THE GEOMETRY OF
HYPERBOLIC SURFACES AND OTHER MANIFOLDS, Centro Stefano Franscini Ascona,
Switzerland, 2011 ᖺ 11 ᭶ 1 ᪥,y◁⏣฼୍㸪 “Topological Crystallography”, Mathematical Crystallography Workshop, Manila,
Philippines, 2011 ᖺ 11 ᭶ 5 ᪥y◁⏣฼୍㸪“Topological crystallography”, WPI-AIMR, Tohoku University㸪2012 ᖺ 2 ᭶ 18 ᪥y◁⏣฼୍㸪“Discrete Abel-Jacobi maps and Crystallography”, 2012 Spring Southeastern Section
Meeting, University of South Florida, USA, 2012 ᖺ 3 ᭶ 10 ᪥yHisao Tamaki, “A polynomial time algorithm for bounded directed pathwidth”, Proc. 37th
International Workshop on Graph-Theoretic Concepts in Computer Science, Tepla, Czech Republic,
2011 ᖺ 6 ᭶y͆཯ᛂᣑᩓ⣔࡟࠾ࡅࡿ 3 㔜⮫⏺Ⅼ࡜ࡑࡢࡲࢃࡾ࡛ࡢࢲ࢖ࢼ࣑ࢡࢫ͇㸪ዟ⏣Ꮥᚿ㸪ᑠᕝ▱அ㸪᪥ᮏᩘᏛ఍⛅Ꮨ⥲ྜศ⛉఍ᛂ⏝ᩘᏛศ⛉఍୍⯡ㅮ₇㸪ಙᕞ኱Ꮫ㸪2011 ᖺ 9 ᭶ 30 ᪥yToshiyuki Ogawa, “Triply degenerate interactions in 3-component reaction-diffusion system”, One
Forum, Two Cities: Aspect of Nonlinear PDEs, National Taiwan University㸪2011 ᖺ 8 ᭶ 29 ᪥y͆㸱ኚᩘ཯ᛂᣑᩓ⣔ࡢከ㔜⮫⏺Ⅼ࡜ࡑࡢࡲࢃࡾࡢࢲ࢖ࢼ࣑ࢡࢫ͇
㸪ᮾ໭኱Ꮫᛂ⏝ᑠᕝ▱அ㸪ᩘᏛࢭ࣑ࢼ࣮㸪2011 ᖺ 6 ᭶ 23 ᪥y͆཯ᛂᣑᩓ⣔࡟⌧ࢀࡿ 3 㔜⮫⏺Ⅼ࡜ࡑࡢ࿘ࡾࡢ᣺ືゎ͇
㸪2011 ᖺᗘᛂዟ⏣Ꮥᚿ㸪ᑠᕝ▱அ㸪⏝ᩘᏛྜྠ◊✲㞟఍, 㱟㇂኱Ꮫ⌮ᕤᏛ㒊㸪2011 ᖺ 12 ᭶ 17 ᪥yHirokazu Ninomiya, “Non-planar traveling waves and entire solutions of Allen-Cahn equations”,
University of Minnesota, Minneapolis, USA, 2011 ᖺ 4 ᭶ 20 ᪥yHirokazu Ninomiya, “Non-planar traveling waves and entire solutions of Allen-Cahn equations”,
Asymptotic Dynamics Driven by Solitons and Traveling Fronts in Nonlinear PDE, Universidad deChile, Santiago, 2011 ᖺ 7 ᭶ 12 ᪥yHirokazu Ninomiya, “Reaction-diffusion approximation and related topics”, ➨ 36 ᅇ೫ᚤศ᪉⛬ᘧㄽᮐᖠࢩ࣏ࣥࢪ࣒࢘, ໭ᾏ㐨኱Ꮫ㸪2011 ᖺ 8 ᭶ 22-24 ᪥yHirokazu Ninomiya, “Reaction-diffusion approximation and related topics”, One Forum, Two
Cities: Aspect of Nonlinear PDE, 2011, National Taiwan University, Taipei, 2011 ᖺ 8 ᭶ 31 ᪥yHirokazu Ninomiya, “The traveling spots and rotating waves of the wave front interaction model”,
Front propagation, biological problems and related topics: viscosity solution methods forasymptotic analysis, Sapporo, Hokkaido University, 2011 ᖺ 9 ᭶ 8 ᪥

yHirokazu Ninomiya, “The traveling spots and rotating waves of the wave front interaction model”,
Reaction-Diffusion Systems in Mathematics and the Life Sciences: A conference in honor of
Jacques Demongeot and Masayasu Mimura, University of Montpellier II, France, 2011 ᖺ 9 ᭶
20-22 ᪥y

㸪CAWSES II One-Dayⲡ㔝᏶ஓ㸪“Simulation Study on the Onset Mechanism of Solar Eruption͇
Workshop: CME/ICME and Solar Wind 2㸪ி㒔኱Ꮫ㸪2011 ᖺ 4 ᭶ 13 ᪥y͆㞼᰾⏕ᡂ࡟ᑐࡍࡿẼೃឤᗘ࡜ኴ㝧ࡢẼೃᙳ㡪࡟ࡘ࠸࡚͇㸪᪥ᮏᆅ⌫ᝨᫍ⛉Ꮫ㐃ⲡ㔝᏶ஓ㸪ྜ 2011 ᖺ኱఍㸪ᖥᙇ㸪2011 ᖺ 5 ᭶ 25 ᪥y͆Simulation Study on the Trigger Process of Solar Flare͇㸪᪥ᮏᆅ⌫ᝨᫍ⛉Ꮫ㐃ྜⲡ㔝᏶ஓ㸪
2011 ᖺ኱఍㸪ᖥᙇ㸪2011 ᖺ 5 ᭶ 27 ᪥yⲡ㔝᏶ஓ㸪“Physics of Solar Flare Onset”, MHD and Kinetic Processes in Laboratory, Space andAstrophysical Plasmas㸪໭ி኱Ꮫ㸪2011 ᖺ 6 ᭶ 6 ᪥y͆The Role of Magnetic Flux Emergence for the Onset of Solar Flares͇
㸪AOGS2011㸪 ྎⲡ㔝᏶ஓ㸪໭, 2011 ᖺ 8 ᭶ 8 ᪥y͆What Triggers the Onset of Solar Eruption? ͇㸪ISPS2011㸪ᅧ❧ᡂຌ኱Ꮵ㸪ྎ༡㸪ⲡ㔝᏶ஓ㸪
2011 ᖺ 8 ᭶ 15 ᪥y͆ࣇࣞ࢔ࢺࣜ࢞࡜ࡋ࡚ࡢୖ᪼☢᮰ࡢᙺ๭࡟ࡘ࠸࡚ II ͇㸪᪥ᮏኳᩥᏛ఍ 2011 ᖺ⛅ⲡ㔝᏶ஓ㸪Ꮨᖺ఍㸪㮵ඣᓥ኱Ꮫ㸪2011 ᖺ 9 ᭶ 22 ᪥y

͆STP ࡢㅖၥ㢟࡜ࡋ࡚ࡢኴ㝧άືኚື࡜ࡑࡢண ͇㸪බ㛤ウㄽ఍ ኴ㝧ᆅ⌫⣔⛉ⲡ㔝᏶ஓ㸪ᏛࡢᮍゎỴၥ㢟̿ࡑࡢ⌧≧࡜ᒎᮃ̿㸪ྡྂᒇ኱Ꮫ㸪2011 ᖺ 9 ᭶ 26 ᪥yKanya Kusano, “The Onset of Solar Eruptions”, Korea-Japan Space Weather Workshop 2011
Current Status and Prospect of Space Weather Modeling and Observation㸪KASI, Korea㸪2011 ᖺ
9 ᭶ 29 ᪥yKanya Kusano, “Comparative Study of Solar Flare Onset Based on MHD Simulations andHinode Observations”, Hinode 5㸪Boston, U.S.A., 2011 ᖺ 10 ᭶ 10 ᪥yKanya Kusano, “Trigger Mechanism of Solar Eruptions”, US-Japan JIFT Workshop HierarchicalSelf-Organization of Turbulence and flows in Plasmas, Oceans and Atmospheres㸪 ி㒔኱Ꮫ㸪2011ᖺ 10 ᭶ 24 ᪥y㸪ⲡ㔝᏶ஓ㸪͆ࢩ࣑࣮ࣗࣞࢩ࡛ࣙࣥ᥈ࡿኴ㝧ࣇࣞ࢔࡜ ࣉࣛࢬࣔ࢖ࢻᨺฟࡢࢺ࣮ࣜ࢞ᶵᵓ͇
Plasma 2011㸪▼ᕝ┴❧㡢ᴦᇽ㸪㔠ἑᕷ㸪2011 ᖺ 11 ᭶ 11 ᪥yKanya Kusano,͆A Systematic Simulation Study on the Onset of Solar Eruptions Triggered by
Magnetic Flux Emergence͇㸪AGU Fall Meeting 2011㸪San Francisco, U.S.A. 2011 ᖺ 12 ᭶ 9 ᪥y͆ኴ㝧ࣇࣞ࢔ࡢᙧែ࡜Ⓨ⏕᮲௳͇㸪ኴ㝧◊✲఍ࠕኴ㝧ࡢከゅⓗほ ࡜ᏱᐂኳẼ◊ⲡ㔝᏶ஓ㸪✲ࡢ᪂ᒎ㛤 2012ࠖ㸪ྡྂᒇ኱Ꮫ 2012 ᖺ 1 ᭶ 11㹼13 ᪥y͆ኴ㝧ᆅ⌫⎔ቃ⛉Ꮫ࡟࠾ࡅࡿ ஘ὶ◊✲ࡢᙺ๭࡜ㄢ㢟͇㸪ᖹᡂ 23 ᖺᗘᩘᏛ࣭ᩘ⌮ⲡ㔝᏶ஓ㸪⛉Ꮫ࡜ㅖᩘᏛ࣭⏘ᴗ࡜ࡢ㐃ᦠ◊✲࣮࣡ࢡࢩࣙࢵࣉࠗ஘ὶ࡜ὶయ᪉⛬ᘧࡢゎࡢ≉␗ᛶ࠘㸪ྡྂᒇ኱Ꮫ㸪2012 ᖺ 1 ᭶ 27 ᪥y͆Ᏹᐂ࣭ᆅ⌫⾲ᒙ࣭ᆅ⌫ෆ㒊ࡢ┦㛵ࣔࢹࣜࣥࢢ͇
㸪ᖹᡂ 23 ᖺᗘ ᆅ⌫ࢩ࣑࣮ࣗࣞⲡ㔝᏶ஓ㸪ࢱ฼⏝ሗ࿌఍㸪㹈㸿㹋㹑㹒㹃㹁ᶓ὾◊✲ᡤ㸪2012 ᖺ 2 ᭶ 7 ᪥yⲡ㔝᏶ஓ㸪࢚͆ࢿࣝࢠ࣮ࡢ⵳✚࡜ࢺ࣮ࣜ࢞ ኴ㝧ࣇࣞ࢔ࡢⓎ⏕᮲௳ࢆ᥈ࡿヨࡳ࡟ࡘ࠸࡚͇㸪ࠗࠕࡦࡢ࡛ࠖ5 ᖺ㛫ࡢᡂᯝ࡜௒ᚋࡢᒎᮃ࠘◊✲఍㸪㹇㹑㸿㹑㸪2012 ᖺ 2 ᭶ 27㹼28 ᪥yKanya Kusano, “Predicting the Onset of Solar Flares”㸪GEMSIS International Workshop, ྡྂᒇ኱Ꮫ㸪2012 ᖺ 3 ᭶ 14 ᪥y͆✺Ⓨ⌧㇟࡜ࡋ࡚ࡢኴ㝧ࣇࣞ࢔㸸ࢺ࣮ࣛࢫࣉࣛࢬ࣐࡜ࡢඹ㏻ᛶ࡟ࡘ࠸࡚͇
㸪᪥ᮏ
ⲡ㔝᏶ஓ㸪
ኳᩥᏛ఍ 2012 ᖺ᫓Ꮨᖺ఍㸪㱟㇂኱Ꮫ 2012 ᖺ 3 ᭶ 22 ᪥y͆୙ྍ⬟❧య࡜୙ྍ⬟࣮ࣔࢩࣙࣥ㸫㘒ぬ࠿ࡽぢ࠼࡚ࡃࡿࠕぢࡿࠖࡇ࡜ࡢ೧኱ࡉ࡜
ᮡཎཌྜྷ㸪
༴࠺ࡉ㸫͇
㸪ᅜ❧᝟ሗᏛ◊✲ᡤᖹᡂ 23 ᖺᗘ࣮࢜ࣉࣥࣁ࢘ࢫ ᇶㄪㅮ₇㸪2011 ᖺ 6 ᭶ 2 ᪥yKokichi Sugihara, “Principle of Independence for Robust Geometric Computation”, Shandong
University (୰ᅜᒣᮾ┬), 2011 ᖺ 6 ᭶ 27 ᪥y

Kokichi Sugihara, “Why are Voronoi diagrams so fruitful in application?”, Eighth International
Symposium on Voronoi Diagrams in Science and Engineering, Qingdao, China, pp. 14, 2011 ᖺ 6 ᭶
28-30 ᪥yᮡ ཎ ཌ ྜྷ 㸪͆ィ ⟬ 㘒 ぬᏛ࡬ ࡢ ᣍ ᚅ ͇㸪CEDEC 2011 (Computer Entertainment Developers
Conference 2011)㸪ᶓ὾ࡳ࡞࡜ࡳࡽ࠸㸪2011 ᖺ 9 ᭶ 8 ᪥y͆⏬ീ⌮ゎ࡜୙ྍ⬟࣮ࣔࢩࣙࣥ㘒ど͇㸪᪥ᮏᚰ⌮Ꮫ఍኱఍࣮࣡ࢡࢩࣙࢵࣉ㸪᪥ᮏᮡཎཌྜྷ㸪኱Ꮫ㸪2011 ᖺ 9 ᭶ 15 ᪥y͆཯㔜ຊࡍ࡭ࡾྎࡢタィἲ͇㸪᪥ᮏ࣮࢜࣌ࣞࢩࣙࣥࢬࣜࢧ࣮ࢳᏛ఍࣮࣡ࢡࢩࣙࢵ
ᮡཎཌྜྷ㸪ࣉࠕፗᴦࡢ㹍㹐ࠖ㸪⏥༡኱Ꮫ㸪᪥ᮏ࣮࢜࣌ࣞࢩࣙࣥࢬࣜࢧ࣮ࢳᏛ఍ㅮ₇࢔ࣈࢫࢺࣛࢡࢺ㞟㸪
2-K-11, pp. 380-381㸪2011 ᖺ 9 ᭶ 16 ᪥y͆ேࡣ┠࡟ᒆࡃගࢆ࡞ࡐㄞࡳㄗࡿࡢ࠿̿どぬ࠿ࡽᏛࡪ⬻ࡢാࡁ͇㸪࢜ࣉࢸ࢕࢝ࣝ
ᮡཎཌྜྷ㸪ࢯ࣮ࣜࣗࢩࣙࣥ࢝ࣥࣇ࢓ࣞࣥࢫ㸰㸮㸯㸯 㹼⏕య࡜ග㹼㸦ࢧ࢖ࣂࢿࢵࢺࢩࢫࢸ࣒୺ദ㸧㸪2011 ᖺ 10 ᭶ 14 ᪥y͆ࠗᩘᏛࡗ࡚ఱࡢᙺ࡟❧ࡘࡢ࠘࡟࡝࠺⟅࠼ࡿ࠿͇㸪༓ⴥ┴⚾Ꮫ㧗➼Ꮫᰯᩍဨ◊ಟ఍ᮡཎཌྜྷ㸪ᩘᏛ⛉◊ಟ఍㸦῰㇂Ꮫᅬᖥᙇ㧗ᰯ㸧
㸪2011 ᖺ 10 ᭶ 26 ᪥y͆࣋ࢫࢺ㘒ぬࢥࣥࢸࢫࢺୡ⏺ࢳࣕࣥࣆ࢜ࣥࡲ࡛ࡢ㐨͇㸪㘒ど㸤㹑㸱㹂◊✲఍㸦ࢹᮡཎཌྜྷ㸪ࢪࢱࣝࣁࣜ࢘ࢵࢻ኱Ꮫ㸪⛅ⴥཎࢲ࢖ࣅࣝ㸧
㸪2011 ᖺ 10 ᭶ 29 ᪥y͆ᩘ⌮࡛ゎࡁ᫂࠿ࡍࡔࡲࡋ⤮ࡢ⛎ᐦ͇㸪᫂἞኱Ꮫ๰❧ 130 ࿘ᖺグᛕ⮬↛⛉Ꮫ⣔ࢩᮡཎཌྜྷ㸪࣏ࣥࢪ࣒࢘ࠕ⮬↛ࢆ᥈ࡾ㸪♫఍ࢆኚ࠼ࡿᩘ⌮⛉Ꮫ㸸⌧㇟ᩘ⌮Ꮫࡢᣮᡓࠖ㸪᫂἞኱Ꮫ㥴Ἑྎ࢟ࣕࣥࣃࢫ㸪2011 ᖺ 12 ᭶ 17 ᪥yKokichi Sugihara, “Computer-Aided Generation of Triply-Crossing Tile Patterns”, 28th European
Workshop on Computational Geometry, Assisi, Italy, 2012 ᖺ 3 ᭶ 19-21 ᪥y͆どぬ࣓ࢹ࢕࢔࡜㘒ど̿ேࡢ┠ࡣ࡝ࡇࡲ࡛ṇࡋࡃࡳࡽࢀࡿ࠿͇㸪ᫎീ᝟ሗ࣓ࢹ࢕
ᮡཎཌྜྷ㸪࢔Ꮫ఍࣓ࢹ࢕࢔ᕤᏛࢩ࣏ࣥࢪ࣒࢘㸪㛵ᮾᏛ㝔኱Ꮫ㛵ෆ࢟ࣕࣥࣃࢫ㸪2012 ᖺ 2 ᭶ 17 ᪥y͆⏬ീ▱ぬ࡜❧య㘒ど㹼ேࡣ࡞ࡐዟ⾜ࡁࢆㄞࡳྲྀࡿࡇ࡜ࡀ࡛ࡁࡿࡢ࠿㹼͇
㸪♫఍
ᮡཎཌྜྷ㸪

ᛶ▱⬟Ⓨ⏕Ꮫ◊✲఍㸪2012 ᖺ 12 ᭶ 26 ᪥y͆⏬ീ▱ぬࡢࡦࡎࡳ࡜㄂኱ᗈ࿌ࡢ༴㝤ᛶ͇㸪➨ 4 ᅇ㘒ぬ࣮࣡ࢡࢩࣙࢵࣉ㸪᫂἞኱ᮡཎཌྜྷ㸪Ꮫ㥴Ἑྎ࢟ࣕࣥࣃࢫ㸪ᮾி㸪2012 ᖺ 3 ᭶ 14 ᪥yDaishin Ueyama, “Waves in lattice reaction-diffusion systems”, Reaction-Diffusion Systems in
Mathematics and the Life Sciences: A conference in honor of Jacques Demongeot and Masayasu
Mimura, Département de Mathématiques, University of Montpellier II , France, 2011 ᖺ 9 ᭶ 20 ᪥y͆㑊㞴᫬࡟⏕ࡌࡿ࢔࣮ࢳ≧ᐃᖖゎゎᯒ͇, ➨ቑ஭⩼㸪཭ᯞ᫂ಖ㸪ᒾᮏ┿⿱Ꮚ㸪ୖᒣ኱ಙ㸪
17 ᅇ஺㏻ὶࡢࢩ࣑࣮ࣗࣞࢩࣙࣥࢩ࣏ࣥࢪ࣒࢘㸪ྡྂᒇ኱Ꮫ㸪2011 ᖺ 12 ᭶ 9 ᪥

yDaishin Ueyama, “Pattern formation in the precipitation systems - modeling and simulations”,
International Workshop on Complex Systems in Chemistry, Physics and Biology 2011, Eötvös
Loránd University (ELTE), Budapest, Hungary, 2011 ᖺ 11 ᭶ 2-3 ᪥yụ⏣ᖾኴ㸪͆ࠗ⛣ືࡀಶయ⩌ືែ࡟ཬࡰࡍ࠶ࡿᙳ㡪࡛࠘ࡢㄽᩥ⤂௓ࠥStabilizing Dispersal
Delays in Predator--Prey Metapopulation Models͇ࠥ㸪⏕≀⌧㇟࡟ᑐࡍࡿࣔࢹࣜࣥࢢࡢᩘ⌮, ி㒔኱Ꮫᩘ⌮ゎᯒ◊✲ᡤ 111 ྕᐊ㸪2011 ᖺ 9 ᭶ 26 ᪥yKota Ikeda, “Stability analysis for a planar traveling wave solution in an excitable system”, RIMS◊✲㞟఍ࠕ㠀⥺ᙧ⌧㇟࡟⌧ࢀࡿ⏺㠃㐠ືࡢᩘ⌮ゎᯒ࣭ᩘ್ゎᯒࠖ, Kyoto University, Kyoto,2011 ᖺ 7 ᭶ 12 ᪥yKota Ikeda, “Dynamics and Hopf Bifurcation in the Gierer-Meinhardt System”, Modeling andAnalysis in the Life Sciences : A ReaDiLab Conference in Tokyo, ᮾி኱Ꮫᩘ⌮⛉Ꮫ◊✲⛉኱ㅮ⩏ᐊ, Tokyo,y2011 ᖺ 11 ᭶ 28 ᪥.

Kota Ikeda, “Dynamics and Hopf Bifurcation in the Gierer-Meinhardt System”, SIAM Conference
on Analysis of Partial Differential Equations, San Diego Marriott Mission Valley, San Diego,
California USA, 2011 ᖺ 11 ᭶ 16 ᪥y͆⯆ዧᛶࢆ♧ࡍ཯ᛂᣑᩓ᪉⛬ᘧ⣔࡟࠾ࡅࡿࣉࣛࢼ࣮㐍⾜ἼゎࡢᏳᐃᛶ͇
㸪᪥ᮏᩘ
ụ⏣ᖾኴ㸪
Ꮫ఍ 2012 ᖺ᫓Ꮨ኱఍ ᛂ⏝ᩘᏛศ⛉఍ ᮾி⌮⛉኱Ꮫ⚄ᴦᆏ࢟ࣕࣥࣃࢫ, 2012 ᖺ 3 ᭶ 29 ᪥y͆Dynamics and Hopf Bifurcation in the Gierer-Meinhardt System͇
㸪KSU 㠀⥺ᙧゎᯒụ⏣ᖾኴ㸪ࢭ࣑ࢼ࣮, ி㒔⏘ᴗ኱Ꮫ 12 ྕ㤋 12301 ᩍᐊ, ி㒔, 2012 ᖺ 2 ᭶ 21 ᪥y͆ࢻࢹࢩࣝ◲㓟ࢼࢺ࣒ࣜ࢘⃰ᗘ࡟౫Ꮡࡋࡓᶋ⬻⯪ࡢ⮬ᚊ㐠ື͇㸪➨ 63 ᅇࢥࣟᮎᯇ J. ಙᙪ㸪࢖ࢻ࠾ࡼࡧ⏺㠃໬Ꮫウㄽ఍㸪ி㒔኱Ꮫ㸪2011 ᖺ 9 ᭶ 9 ᪥y͆໬Ꮫ཯ᛂἼࡢ㞟ᅋ㐠ື͇㸪➨㸳ᅇ ⮬ᕫ⤌⧊໬ウㄽ఍㸪Kawasaki Grand Hotel㸪
ᮎᯇ J. ಙᙪ㸪2011 ᖺ 8 ᭶ 8 ᪥y͆ࡉࡲࡊࡲ࡞ග่⃭࡟ᛂ⟅ࡍࡿ⏕≀ᑐὶ͇㸪➨ 32 ᅇ 㠀⥺ᙧ⛉Ꮫࢭ࣑ࢼ࣮㸪ᮎᯇ J. ಙᙪ㸪༓ⴥ኱Ꮫ Ḉ஭࣭໭⏿◊✲ᐊ㸪2012 ᖺ 3 ᭶ 8 ᪥y୍͆ḟඖỈ㊰࡟࠾ࡅࡿᶋ⬻⯪ࡢ┦஫స⏝͇㸪᪥ᮏ໬Ꮫ఍➨ 92 ᫓Ꮨᖺ఍ 㸪2012ᮎᯇ J. ಙᙪ㸪
ᖺ 3 ᭶ 25 ᪥y͆ᚰ⮚✺↛Ṛࢆᘬࡁ㉳ࡇࡍࢫࣃ࢖࢚ࣛࣝࣜࣥࢺ࣮ࣜⓎ⏕ᶵᮌୗಟ୍, ❧▼ᜨ኱, ୖᒣ኱ಙ㸪ᵓࡢゎ᫂ ̿ᩘ⌮ࣔࢹࣝ࠿ࡽࡢ᥋㏆͇̿㸪➨ 21 ᅇ᪥ᮏᩘ⌮⏕≀Ꮫ఍኱఍, ᫂἞኱Ꮫ㸪2011ᖺ 9 ᭶ 14 ᪥yRyoko Okajima, “The Cause of Phenotypic Discontinuity:Shell Shapes of Terrestrial Gastropods”,
MAS seminar, Meiji University, 2011 ᖺ 6 ᭶ 9 ᪥y͆ᗄఱᏛⓗไ⣙࡜㐺ᛂ㸸㝣⏕ᕳ㈅ࡢẆᙧែ͇㸪᪥ᮏᩘ⌮⏕≀Ꮫ఍㸪O-8㸪
ᒸᔲுᏊ㸪༓ⴥ⪽㸪᫂἞኱Ꮫ㸪2011 ᖺ 9 ᭶ 13 ᪥y͆୙㐃⥆ศᕸࡢ⏕ᡂᶵᵓ㸸㝣⏕ᕳ㈅ࡢẆᙧែ͇㸪
➨ 40 ᅇ໭ᾏ㐨⏕࿨ᩘ⌮ࢭ࣑ࢼ࣮㸪ᒸᔲுᏊ㸪໭ᾏ㐨㸪2012 ᖺ 1 ᭶ 10 ᪥y͆⛣ືศᩓ࡜㐺ᛂ㸦⤯⁛㸧ࡢṔྐ㸸့ங㢮࡟࠾ࡅࡿ஦౛͇㸪ࢿ࢔ࣥࢹࣝࢱ࣮ࣝ࡜
ᒸᔲுᏊ㸪ࢧࣆ࢚ࣥࢫ஺௦๻ࡢ┿┦㸸Ꮫ⩦⬟ຊࡢ㐍໬࡟ᇶ࡙ࡃᐇドⓗ◊✲ B01 ⌜➨୕ᅇ⌜఍㆟㸪᫂἞኱Ꮫ㸪2012 ᖺ 2 ᭶ 17 ᪥y͆Permanence induced by life-cycle resonances: The periodical cicada problem͇㸪MAS ࢭ௒㝯ຓ㸪࣑ࢼ࣮㸪᫂἞኱Ꮫ㸪2011 ᖺ 5 ᭶ 12 ᪥y͆⏕ά⎔ඹ㬆࡟ࡼࡗ࡚㉳ࡇࡿᤕ㣗⪅࣭⿕㣗⪅ࣔࢹࣝࡢࣃ࣮࣐ࢿࣥࢫ㸸࿘ᮇࢮ࣑ࡢၥ
௒㝯ຓ㸪㢟͇㸪௒㔝࣭Ლཎ◊ࢭ࣑ࢼ࣮㸪ᶓ὾ᅜ❧኱Ꮫ㸪2011 ᖺ 5 ᭶ 17 ᪥y͆Dynamics of age-structured predator-prey models͇㸪MEE ࢭ࣑ࢼ࣮㸪᫂἞኱Ꮫ㸪2011௒㝯ຓ㸪
ᖺ 6 ᭶ 16 ᪥y͆⏕ά⎔ඹ㬆࡟ࡼࡗ࡚㉳ࡇࡿᤕ㣗⪅࣭⿕㣗⪅ࣔࢹࣝࡢࣃ࣮࣐ࢿࣥࢫ㸸࿘ᮇࢮ࣑ࡢၥ௒㝯ຓ㸪㢟͇㸪➨ 21 ᅇᩘ⌮⏕≀Ꮫ఍኱఍㸪᫂἞኱Ꮫ㥴Ἑྎ࢟ࣕࣥࣃࢫ㸪2011 ᖺ 9 ᭶ 14 ᪥y͆⏕ά⎔ඹ㬆࡟ࡼࡗ࡚㉳ࡇࡿᤕ㣗⪅࣭⿕㣗⪅ࣔࢹࣝࡢࣃ࣮࣐ࢿࣥࢫ㸸࿘ᮇࢮ࣑ࡢၥ௒㝯ຓ㸪㢟͇㸪᪥ᮏᩘᏛ఍ 2011 ᖺᗘ⛅Ꮨ⥲ྜศ⛉఍㸪ಙᕞ኱Ꮫ㸦ᯇᮏ࢟ࣕࣥࣃࢫ㸧
㸪2011 ᖺ 10 ᭶ 1᪥y͆Age-structured predator-prey models: The problem of periodical cicadas͇㸪᫂἞኱Ꮫඛ௒㝯ຓ㸪➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘㸪᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥y͆ᖺ㱋ᵓ㐀ࢆᣢࡘᤕ㣗⪅࣭⿕㣗⪅ࣔࢹࣝ㸸࿘ᮇࢮ࣑ࡢၥ㢟͇㸪ி㒔㥐๓ࢭ࣑ࢼ࣮㸪௒㝯ຓ㸪࢟ࣕࣥࣃࢫࣉࣛࢨி㒔㸴㝵➨㸵ㅮ⩦ᐊ㸪2011 ᖺ 10 ᭶ 21 ᪥y͆⏕ά⎔ඹ㬆࡟ࡼࡗ࡚㉳ࡇࡿಶయ⩌᣺ື͇㸪RIMS ◊✲㞟఍ࠕ⏕≀ᩘᏛࡢ⌮ㄽ࡜ࡑ
௒㝯ຓ㸪
ࡢᛂ⏝ࠖ
㸪ி㒔኱Ꮫᩘ⌮ゎᯒ◊✲ᡤ㸪2011 ᖺ 11 ᭶ 18 ᪥y͆⏕ά⎔ඹ㬆࡟ࡼࡿಶయ⩌᣺ືࡢᩘ⌮ⓗ◊✲͇㸪➨ 43 ᅇ✀⏕≀Ꮫࢩ࣏ࣥࢪ࣒࢘㸪ᐩ௒㝯ຓ㸪ኈ Calm㸦㈈ᅋἲேேᮦ㛤Ⓨࢭࣥࢱ࣮ᐩኈ◊ಟᡤ㸧
㸪2011 ᖺ 12 ᭶ 9 ᪥㹼11 ᪥ySiew Hai-Yen and Jiancang Zhuang, “Modulated renewal models for inter-event times ofearthquakes”, The eighth annual meeting of Asia Oceania Geosciences Society, Taipei, 2011 ᖺ 8 ᭶
10 ᪥

ySiew Hai-Yen and Jiancang Zhuang, “Modulated renewal models for inter-event times ofearthquakes”, The 10th Meiji GCOE Wakate Symposium, Tokyo, 2011 ᖺ 9 ᭶ 1 ᪥ySiew Hai-Yen and Jiancang Zhuang, “Modulated renewal models for inter-event times ofearthquakes”, The 2011 Joint Meeting of Statistical Associations, Kyushu, 2011 ᖺ 9 ᭶ 6 ᪥yTerumasa Tokunaga, Kazuyuki Nakamura, Tomoyuki Higuchi, Teiji Uozumi, Akira Morioka,
Kiyohumi Yumoto and MAGDAS/CPMN Group, “Timing relation between positive bay onsets, Pi
2 onsets, auroral initial brightening and auroral breakups”, ᆅ⌫㟁☢Ẽ͌ᆅ⌫ᝨᫍᅪᏛ఍➨ 130
ᅇㅮ₇఍, ⚄ᡞ኱Ꮫ, 2011 ᖺ 11 ᭶ 3 ᪥y͆ࢽ࣮ࣗ࣋࢟࢔ࡢⓎ⏕㐣⛬࡟࠾ࡅࡿ⾲⌧ᆺྍረᛶࡢࣔ
୰┈ᮁᏊ㸪ᮎᯇ J. ಙᙪ㸪ᮌᮧᡂ௓㸪ࢹࣜࣥࢢ͇㸪
ࠗ➨ 71 ᅇ ᙧࡢ⛉Ꮫࢩ࣏ࣥࢪ࣒࢘࠘
㸪༓ⴥ㸪2011 ᖺ 6 ᭶ 19 ᪥yAkiko Nakamasu, “From pigment pattern to morphogenesis ̽

The Turing pattern indevelopmental biology”, ࠗMAS seminar࠘, Meiji Univ., 2011 ᖺ 6 ᭶ 23 ᪥y͆ᆅᇦ㛫஺ὶࡀ᪂ᩥ໬ࢆ๰Ⓨࡍࡿ࣓࢝ࢽࢬ࣒ࡢゎ͇᫂㸪ࢿ࢔ࣥࢹࣝࢱ࣮ࣝ࡜ࢧࣆ
ᇼෆྐᮁ㸪࢚ࣥࢫ஺᭰๻ࡢ┿┦㸸Ꮫ⩦⬟ຊࡢ㐍໬࡟ᇶ࡙ࡃᐇド◊✲ 2011 ᖺᗘ᫓Ꮨ኱఍㸪ᮾிᏛ⾡ࢭࣥࢱ࣮㸪2011 ᖺ 4 ᭶ 24 ᪥y࣮͆ࣘࢺࣆ࢔ࡢㄌ⏕࡜ᔂቯ㸸ࢳ࢟ࣥࢤ࣮࣒࡟ࡼࡿศᯒ͇
㸪➨ 52 ᅇᩘ⌮♫఍Ꮫ఍኱ᇼෆྐᮁ㸪఍㸪ಙᕞ኱Ꮫ㸪2011 ᖺ 9 ᭶ 6-7 ᪥yShiro Horiuchi, “Diversity of Local Cultures Maintained by Agents̓ Movements between Local
Societies”, The 7th Conference of the European Social Simulation Association, Montpellier, France㸪
2011 ᖺ 9 ᭶y͆ᆅᇦ㛫஺ὶࡀᩥ໬ࡢ⵳✚ࢆಁ㐍ࡍࡿ͇㸪ࢿ࢔ࣥࢹࣝࢱ࣮ࣝ࡜ࢧࣆ࢚ࣥࢫ஺᭰๻
ᇼෆྐᮁ㸪ࡢ┿┦㸸Ꮫ⩦⬟ຊࡢ㐍໬࡟ᇶ࡙ࡃᐇド◊✲ 2011 ᖺᗘ⛅Ꮨ኱఍㸪ឡ▱┴ᒸᓮᕷ࣭⮬↛⛉Ꮫ◊✲ᶵᵓᒸᓮࢥࣥࣇ࢓ࣞࣥࢫࢭࣥࢱ࣮㸪2011 ᖺ 12 ᭶ 10-11 ᪥yᇼෆྐᮁ㸪͆ୡࡢึࡵ࠿ࡽ㛤࠿ࢀ࡚࠸ࡿሙᡤ:࢚࣮ࢪ࢙ࣥࢺ࣮࣋ࢫࣔࢹࣝ࡟ࡼࡿ࣐ࢶࣜࡢศ
ᯒ͇㸪➨ 53 ᅇᩘ⌮♫఍Ꮫ఍኱఍㸪㮵ඣᓥ኱Ꮫ㸪2012 ᖺ 3 ᭶ 14 ᪥y࣐͆ࢡࣟࢫࢣ࣮ࣝ࡟࠾ࡅࡿ᥋ゐᢚไࣔࢹࣝ࡜ࡑࡢゎᯒ͇, ⌧㇟ᩘ⌮ࢭ࣑ࢼ࣮, ஑ᕞⱝ⊃ᚭ㸪኱Ꮫ, 2011 ᖺ 8 ᭶ 11 ᪥y͆᥋ゐᢚไࣔࢹࣝࡢ㐍⾜Ἴゎᯒ͇, ኟࡢ೫ᚤศ᪉⛬ᘧࢭ࣑ࢼ࣮2011, 㱟㇂኱Ꮫࢭ࣑
ⱝ⊃ᚭ㸪ࢼ࣮ࣁ࢘ࢫ, 2011 ᖺ 8 ᭶y͆On segregated traveling wave solutions of contact-inhibition model͇, D. Hilhorst ◊✲ⱝ⊃ᚭ㸪ᐊࢭ࣑ࢼ࣮, Universit’e de Paris Sud, France, 2011 ᖺ 5 ᭶y͆A Three-dimensional Model for amoeboid Locomotion͇ ➨ 49 ᅇ᪥ᮏ⏕≀≀⌮すᮧಙ୍㑻㸪
Ꮫ఍ᖺ఍㸪රᗜ┴❧኱Ꮫ㸪2011 ᖺ 9 ᭶ 16 ᪥y

͆3 ḟඖ࢔࣓࣮ࣂᵝ⣽⬊ࣔࢹ͇ࣝ㸪⌮ㄽ࡜ᐇ㦂◊✲఍ 2011㸪ᗈᓥ኱Ꮫ㸪2011 ᖺすᮧಙ୍㑻㸪
10 ᭶ 7-8 ᪥y͆㸱ḟඖ࢔࣓࣮ࣂᵝ⣽⬊ࣔࢹ͇ࣝ㸪⏕య㐠ື◊✲ྜྠ⌜఍㆟㸪⟃Ἴ኱Ꮫ㸪2012すᮧಙ୍㑻㸪ᖺ1᭶7᪥y͆ᐇ⏝໬ࡢࡓࡵࡢ⌮ㄽࡢ㛤Ⓨ͇㸪኱Ꮫ㝔◊✲⛉ྜྠㄝ᫂఍㸪᫂἞኱Ꮫ㸪2011 ᖺ 5 ᭶
ྜྷᕝ‶㸪
21 ᪥

y

͆⚾タྲྀᘬࢩࢫࢸ࣒ࡢᕷሙ≉ᛶ࡟ࡘ࠸࡚͇㸪MIMS ࢝ࣇ࢙ࢭ࣑ࢼ࣮㸪᫂἞኱Ꮫ, 2012
ྜྷᕝ‶㸪
ᖺ3᭶7᪥

y

͆Limit Order Market Modeling with Double Auction͇
㸪Young Researchers
Mitsuru Kikkawa㸪Workshop on Finance 2012㸪The University of Tokyo, 2012 ᖺ 3 ᭶ 9 ᪥y͆᫬⣔ิࡢ࿘ᮇኚືࡢྠᐃ࡜ኚ໬ᵓ㐀ゎᯒ ⌮ㄽ㸪ᩘ್ᐇ㦂㸪ᐇドศᯒ㸸ኴ㝧㯮
᪥㧗ᚭྖ㸪
Ⅼ㸪ᆅ㟈͇
㸪
ࠕ」㞧⣔⌧㇟ࡢ᫬⣔ิゎᯒ㸯㸰ࠖ 㸫ᩘ⌮࣭ᕤᏛ࣭ᆅ⌫≀⌮⌧㇟㸫㸪᫂἞኱Ꮫ㸪2011 ᖺ 6 ᭶ 4 ᪥y᪥㧗ᚭྖ㸪͆᫬⣔ิኚ໬ᵓ㐀ゎᯒ࡟ᇶ࡙ࡃᐇドศᯒ-⬻Ἴ࠿ࡽឤ᝟ኚ໬ࢆᢳฟࡍࡿヨࡳ-͇㸪ࠕ」㞧⣔⌧㇟ࡢ᫬⣔ิゎᯒ㸯㸰ࠖ 㸫ᩘ⌮࣭ᕤᏛ࣭ᆅ⌫≀⌮⌧㇟㸫㸪᫂἞኱Ꮫ㸪2011 ᖺ 8᭶5᪥y͆᫬⣔ิኚ໬ᵓ㐀ゎᯒ࡟ᇶ࡙ࡃᐇドศᯒ-⬻Ἴ࠿ࡽឤ᝟ኚ໬ࢆᢳฟࡍࡿヨࡳ-(2)͇
㸪᪥㧗ᚭྖ㸪ࠕ」㞧⣔⌧㇟ࡢ᫬⣔ิゎᯒ㸯㸰ࠖ 㸫ᩘ⌮࣭ᕤᏛ࣭ᆅ⌫≀⌮⌧㇟㸫㸪2011 ᖺ 9 ᭶ 30 ᪥y

͆Spiral waves of a wave front interaction model in a plane͇㸪The 3rd Taiwan-Japan Joint㝞ᙪᏱ㸪
Workshop for Young Scholars in Applied Mathematics㸪National Taiwan University㸪2012 ᖺ 2 ᭶
28 ᪥yAmy Poh Ai Ling, Masao Mukaidono and Kokichi Sugihara, “A Review: The Natural Grid
Concept and the Strategy of Asia’s Energy-Balance Pioneer”, Smart Grid Electronics Forum,
Session 5.2, San Jose, California, America, pp.1-25㸪2011 ᖺ 10 ᭶ 25 ᪥yAmy Poh Ai Ling, Masao Mukaidono and Kokichi Sugihara, “Information Security of the IT BasedElectronic Power System-Eliminate Smart Grid Security Vulnerability”, ASEAN-Japan Academic
Forum (AJAF) 2011, Tokyo, Japan, 2011 ᖺ 12 ᭶ 11 ᪥yAmy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “A Trade-off between ‘Current’ and‘Smart Grid’ Energy Supply System”, DC Building Power Asia, Session 4.6, Taipei, Taiwan, pp.
142-173, 2011 ᖺ 12 ᭶ 12-13 ᪥yAmy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “Security Philosophy Important for a
Sustainable Smart Grid System”, 2012 26th International Conference on Advanced Information
Networking

andApplications

Workshops,

IEEE,

Fukuoka,

Japan,

pp.29-34,

DOI

10.1109/WAINA.2012.45, 2012 ᖺ 3 ᭶ 26-29 ᪥yAmy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “Smart Grid System Functional
Requirement”, AMS 㛤タグᛕ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ MIMS ⌧㇟ᩘ⌮Ꮫ, 16, Tokyo, Japan, 2011
ᖺ 10 ᭶ 4 ᪥y͆✵㛫㞳ᩓⓗ࡞ BZ ཯ᛂ࡟࠾ࡅࡿ⯆ዧἼఏᦙ͇㸪N.L.P.M.ࢧ࣐࣮ࢭ࣑ࢼ࣮㸪⣚ⴥᒾᮏ┿⿱Ꮚ㸪
ᒇ㸦ឡ▱┴▱ከ༙ᓥ㸧㸪2011 ᖺ 8 ᭶ 7 ᪥y͆⭡㊊㢮ࡢ㏺⾜㐠ື͇㸪MEE ࢭ࣑ࢼ࣮ኟྜᐟ㸪᫂἞኱ᏛΎ㔛ࢭ࣑ࢼ࣮ࣁ࢘ࢫ㸪ᒾᮏ┿⿱Ꮚ㸪
2011 ᭶ 7 ᭶ 26 ᪥yMayuko Iwamoto㸪Ryo Kobayashi and Daishin Ueyama, “Crawling Locomotion: The Advantage of
Mucus”, The 3rd Taiwan-Japan Joint Workshop for Young Scholars in Applied Mathematics, ᅜ❧ྎ‴኱Ꮫ㸪2012 ᖺ 2 ᭶ 27 ᪥y͆ὠἼ㐳ୖᇦࡢ㧗⢭ᗘ᥎ᐃࡢⅭࡢᗏ㠃᢬ᢠࡢホ౯࡟㛵ࡋ࡚͇, ᪥ᮏ≀኱ᐙ⩏Ⓩ㸪୰ᮧ࿴ᖾ㸪⌮Ꮫ఍➨ 67 ᅇᖺḟ኱఍, 㛵すᏛ㝔኱Ꮫ, 2012 ᖺ 3 ᭶ 25 ᪥࢖㸬࣏ࢫࢱ࣮Ⓨ⾲y

Hiroki Kakuta and Hiroyuki Mori, “Probabilistic Transmission Network Expansion Planning inConsideration of Wind Farms”, ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࣏࢘ࢫࢱ࣮ࢭࢵࢩ
ࣙࣥ, ᫂἞኱Ꮫ, 2011 ᖺ 10 ᭶ 4 ᪥yHajime Fujita and Hiroyuki Mori, “Application of Hybrid-Coding EPSO to Electric Power
Systems”, ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࣏࢘ࢫࢱ࣮ࢭࢵࢩࣙࣥ, ᫂἞኱Ꮫ㸪2011ᖺ 10 ᭶ 4 ᪥yMasato Takahashi and Hiroyuki Mori, “Generation Output Prediction of PV Systems by RBFN
with Global Structure”, ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࣏࢘ࢫࢱ࣮ࢭࢵࢩࣙࣥ, ᫂἞኱Ꮫ, 2011 ᖺ 10 ᭶ 4 ᪥

yHirohisa Yokoyama and Hiroyuki Mori, “A Data-Mining-Based Method for

Estimating

Distribution Network Loss Minimization Conditions”, ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ
࣒࣏࢘ࢫࢱ࣮ࢭࢵࢩࣙࣥ, ᫂἞኱Ꮫ, 2011 ᖺ 10 ᭶ 4 ᪥yHiraku Nishimori, “A Theoretical study of Morphodynamics of Dunes Using Dune Skeleton
Model”, Minerva Gentner Symposium on Aeolian Processes, Ben-Gurion University of the Negev,
Eilat Campus, Israel, 2011 ᖺ 10 ᭶ 25 ᪥y͆❧య㘒どࡢᩘ⌮ࣔࢹࣜࣥࢢ࡜ࡑࡢᛂ⏝͇㸪㹁㹐㹃㹑㹒ࠕᩘᏛࠖ㡿ᇦࢩ࣏ࣥࢪ࢘
ᮡཎཌྜྷ㸪࣒㸪P-12-1㸪ᮾி⛅ⴥཎ࢔࢟ࣂࣉࣛࢨ࣮࣍ࣝ㸪2011 ᖺ 9 ᭶ 7 ᪥y͆Collective behavior of camphor boats on a annular water channel͇
㸪Nobuhiko J. Suematsu㸪
Collective Dynamics and Pattern Formation in Active Matter Systems㸪Dresden, Germany, 2011ᖺ 9 ᭶ 12 ᪥y͆ගᙉᗘ࡟౫Ꮡࡋࡓ࣑ࢻ࣒ࣜࢩࡢ⏕≀ᑐὶ͇㸪➨ 21 ᅇ 㠀⥺ᙧ཯ᛂ࡜༠ྠ⌧ᮎᯇ J. ಙᙪ㸪㇟◊✲఍㸪ᗈᓥ኱Ꮫ㸪2011 ᖺ 12 ᭶ 17 ᪥y͆Some properties of Attractors in Biological Network”, ඛ➃ᩘ⌮⛉Ꮫ◊✲ᮌୗಟ୍, ᒣ⏣ᘯ᫂㸪⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘, ᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥

yRyoko Okajima and Satoshi Chiba,͆Adaptation and constraint: shell angle of terrestrial gastropods”,
MIMS ⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ㸪᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥

yRyusuke Kon, “Permanence induced by life-cycle resonances: the periodical cicada problem”, The
European Conference on Mathematical and Theoretical Biology (ECMTB2011) , Krakow, Poland,
2011 ᖺ 7 ᭶ 1 ᪥y௒㝯ຓ㸪“Dynamics of age-structured predator-prey models: The problem of periodical cicadas”㸪
RIMS ◊✲㞟఍ࠕຊᏛ⣔࡜ࢺ࣏ࣟࢪ࣮ࡢࣇࣟࣥࢸ࢕࢔ࠖ
㸪ி㒔኱Ꮫ⌮Ꮫ◊✲⛉ 3 ྕ㤋, 110
ㅮ₇ᐊ㸪2011 ᖺ 11 ᭶ 23 ᪥yᚨỌ᪫ᑗ㸪‫‮‬ඖΎᩥ㸪㨶ఫ⚞ྖ㸪ྜྷᕝ㢧ṇ㸪୰ᮧ࿴ᖾ㸪ụ⏣኱㍜㸪MAGDAS/CPMN Group㸪͆Singular Value Transformation ࢆ⏝࠸ࡓᆅୖ☢ሙ࠿ࡽࡢࢧࣈࢫࢺ࣮࣒࢜ࣥࢭࢵࢺࡢྠᐃ͇
㸪ᆅ⌫ᝨᫍ㐃ྜ኱఍ 2011 ᖺ, ༓ⴥ┴ᖥᙇ࣓ࢵࢭ, 2011 ᖺ 5 ᭶ 26 ᪥yTerumasa Tokunaga, Kazuyuki Nakamura, Tomoyuki Higuchi, Teiji Uozumi, Akimasa Yoshikawa,Akira Morioka, Kiyohumi Yumoto and MAGDAS/CPMN Group, “Timing relation between
positive bay onsets, Pi 2 onsets, auroral initial brightening and auroral breakups”, Workshop on
Physical Processes in Non-Uniform Finite Magnetosheric Systems -50 Years of Tamao’s Resonant
Mode Coupling Theory, ஑ᕞ኱Ꮫ, 2011 ᖺ 9 ᭶ 12 ᪥-15 ᪥y͆Modeling and analysis for cell population model with contact-inhibition͇, MIMS ⌧㇟ⱝ⊃ᚭ㸪ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ(ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タࢩ࣏ࣥࢪ࣒࢘), ᫂἞኱Ꮫ, 2011 ᖺ 10
᭶4᪥y

͆A theoretical model for amoeboid locomotion͇㸪ࢦ࣮ࢻࣥ఍㆟㸦2011 Gordon
すᮧಙ୍㑻㸪
Research Conference on Gradient Sensing & Directed Cell Migration㸧㸪Les Diablerets, Switzerland㸪
2011 ᖺ 6 ᭶ 5-10 ᪥yMitsuru Kikkawa, “Empirical Evidence for Evolutionary Game Theory : to connect withobservable phenomena”, MIMS ⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ (ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘), ᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥y͆Semi-Exact Equilibrium Solutions of
C.-C. Chen, L.-C. Hung , ୕ᮧᫀὈ, ⸨㛫┿, ୖᒣ኱ಙ㸪Competition-Diffusion Systems and Competition-Mediated Coexistence͇ MIMS ⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ㸪᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥yTatsuya Iizaka, Hiroyuki Mori, “A Wind Power Forecasting Method”,ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉㛤タグᛕࢩ࣏ࣥࢪ࣒࢘,᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥y㝞ᙪᏱ㸪“Spiral wave pattern of wave front interaction model”, ඛ➃ᩘ⌮⛉Ꮫ◊✲⛉タ❧グᛕࢩ࣏ࣥࢪ࣒࢘㸸MIMS ⌧㇟ᩘ⌮Ꮫ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ㸪2011 ᖺ 10 ᭶ 4 ᪥yAmy Poh Ai Ling and Masao Mukaidono, “Selection of Model in Developing Information Security
Criteria on Smart Grid Security System”, Smart Grid Security and Communications, The Ninth
International Symposium on Parallel and Distributed Processing with Applications (ISPA), No. 108,
Busan, Korea, pp.91-98㸪2011 ᖺ 5 ᭶ 26-28 ᪥yAmy Poh Ai Ling, Kokichi Sugihara and Masao Mukaidono, “Smart Grid System Functionalyyᮏᩘ⌮⏕≀Ꮫ఍ᖺ఍㸪P13,᫂἞኱Ꮫ㸪2011 ᖺ 9 ᭶ 14 ᪥͆⭡㊊㢮ࡢ㏺⾜㐠ື࡟࠾ࡅࡿ⢓ᾮຠᯝࡢᩘ⌮ⓗ◊✲͇㸪 ᪥ᒾᮏ┿⿱Ꮚ㸪ᑠᯘு㸪ୖᒣ኱ಙ㸪◊✲⛉㛤タࢩ࣏ࣥࢪ࣒࢘㸪᫂἞኱Ꮫ㸪2011 ᖺ 10 ᭶ 4 ᪥

Effectiveness of Mucus in Crawling Locomotion of Gastropod”, ᫂἞኱Ꮫ኱Ꮫ㝔ඛ➃ᩘ⌮⛉Ꮫ

Mayuko Iwamoto㸪Ryo Kobayashi and Daishin Ueyama, “A Mathematical Research for the᭶4᪥Requirement”, AMS 㛤タグᛕ࣏ࢫࢱ࣮ࢭࢵࢩࣙࣥ MIMS ⌧㇟ᩘ⌮Ꮫ, ᫂἞኱Ꮫ㸪2011 ᖺ 10 ࣐ࢫ࣓ࢹ࢕࢔࡛ࡢ⤂௓࢔㸬᪂⪺グ஦y๓⏣ಟྖ㸪ྥẊᨻ⏨㸪͆⏕ά࡟ᐦ╔ࡋࡓඛ㐍ࡢᏳ඲࡙ࡃࡾ͇㸪᪥ᮏ⤒῭᪂⪺㸦ᗈ࿌㸧㸪2011ᖺ 9 ᭶ 11 ᪥

y

ᮌᮧᫀᖹ㸪
ⓑ▼┿⃈㸪
͆බࢆ㐣ಙࡏࡎẸࡢຊ࡛᪥ᮏࢆ❧࡚┤ࡍ͇㸪
NIKKEIὠ⏣኱௓㸪ྥẊᨻ⏨㸪Ᏻ඲࡙ࡃࡾࣉࣟࢪ࢙ࢡࢺࢩ࣏ࣥࢪ࣒࢘㸪᪥ᮏ⤒῭᪂⪺㸦ᗈ࿌㸧
㸪2012 ᖺ 2 ᭶ 28 ᪥y͆ᏳᚰࡣࠕᏳ඲࡜ಙ㢗ࠖ࠿ࡽ͇㸪ᒣ᲍᪂⪺㸪2011 ᖺ 11 ᭶ 18 ᪥
ྥẊᨻ⏨㸪

y

͆⊂❧࣭ᖖタࡢᶵ㛵タ⨨ࢆ͇㸪ㄽⅬ㸪ㄞ኎᪂⪺㸪2011 ᖺ 8 ᭶ 16 ᪥
ྥẊᨻ⏨㸪

y

͆↓㝈㏞ᐑ࡬ࡢᣍᚅ㸦ୗ㸧M. C. ࢚ࢵࢩ࣮ࣕࡢ㨩ຊ --- ⛉Ꮫ࡜∧⏬⨾⾡ࡢ⼥ྜ͇㸪ᮡཎཌྜྷ㸪༑຾ẖ᪥᪂⪺㸪2011 ᖺ 4 ᭶ 10 ᪥y͆㘒ぬ⨾⾡㤋࣮࢜ࣉࣥ --- ୙ᛮ㆟࡞ࠗ୙ྍ⬟❧య࠘͐40 Ⅼ͇㸪༑຾ẖ᪥᪂⪺㸪2011ᮡཎཌྜྷ㸪
ᖺ 5 ᭶ 17 ᪥y͆ඛ➃⛉Ꮫࡢ▱ぢࢆ⏕࠿ࡋࡓ㘒ぬ⨾⾡㤋͇㸪᪥ᮏ⤒῭᪂⪺ࠕᩥ໬ ᮶ࠖḍ㸪2011
ᮡཎཌྜྷ㸪
ᖺ6᭶3᪥

y

͆㘒ぬࡢ୙ᛮ㆟࡞ୡ⏺͇㸪⪷ᩍ᪂⪺㸪2011 ᖺ 6 ᭶ 10 ᪥
ᮡཎཌྜྷ㸪

y

ᮡཎཌྜྷ㸪
͆㊃࿡ࢆᮏᴗ࡟㸪㘒ぬ⨾⾡㤋ࢆタ❧͇㸪᪥ᮏ⤒῭᪂⪺⛉Ꮫḍࣇ࢛࣮࢝ࢫ㸪2011 ᖺ
7᭶4᪥y͆㘒ぬ✲ࡵࡓ࠸㸸㐨㊰タィࡸ┳ᯈ࡟ᛂ⏝ࡶ͇㸪ᮾி᪂⪺㸪2011 ᖺ 10 ᭶ 3 ᪥
ᮡཎཌྜྷ㸪

y

͆┠ࡣ୙ᛮ㆟࡛༴࠺࠸㸸㘒ぬ⨾⾡㤋ࢆタ❧㸪ᮡཎཌྜྷ᫂἞኱Ꮫ≉௵ᩍᤵ͇
㸪බ᫂
ᮡཎཌྜྷ㸪
᪂⪺ࠕࣇ࣮ࣗࢳ࣮ࣕࠖḍ㸪2011 ᖺ 10 ᭶ 23 ᪥y͆⾪ᧁࡢඛ➃◊✲ᴦࡋࡃ͇㸪᪂₲᪥ሗኤห㸪2011 ᖺ 10 ᭶ 1 ᪥ᮡཎཌྜྷ㸪࢖㸬᪂⪺➼ࢥ࣓ࣥࢺy͆ࡇࢇ࡟ࡷࡃࢮ࣮ࣜᨵⰋࡍࡿࡅࢀ࡝͇
㸪ᮅ᪥᪂⪺㸪2011 ᖺ 8 ᭶ 1 ᪥ྥẊᨻ⏨㸪࢘㸬㞧ㄅグ஦yྥẊᨻ⏨㸪͆Ᏻ඲ࡢ⤎͇
㸪ᕳ㢌ゝ㸪ALIA NEWS Vol.127㸪pp.2-3㸪㸦♫㸧ࣜࣅࣥࢢ࢔࣓ࢽࢸ࢕
༠఍㸪2012 ᖺ 3 ᭶y͆Ᏻ඲ࡢࡓࡵ࡟ᯝࡓࡍ࡭ࡁᙺ๭͇
㸪Ᏻ඲࡜೺ᗣ㸪➨ 62 ᕳ 12 ྕ㸪pp.49-51㸪୰ኸྥẊᨻ⏨㸪ປാ⅏ᐖ㜵Ṇ༠఍㸪2011 ᖺ 12 ᭶y͆Ᏻ඲タィࡢᛮ᝿͇
㸪⚟ᓥ➨୍ཎᏊຊⓎ㟁ᡤ஦ᨾᚋࡢ㟁Ẽ࢚ࢿࣝࢠ࣮ࡢ෇⁥࡞౪ྥẊᨻ⏨㸪⤥࡟ྥࡅ࡚㸪pp.7-10, EAJ Information, No.150,᪥ᮏᕤᏛ࢔࢝ࢹ࣑࣮, 2011 ᖺ 12 ᭶y͆ࡶࡢ࡙ࡃࡾᏳ඲࡜ࡑࡢᇶᮏ͇
㸪ᕳ㢌ゝ㸪ᘓタࡢ᪋ᕤ௻⏬㸪No㸬737㸪pp.3㸪᪥ᮏྥẊᨻ⏨㸪ᘓタᶵᲔ໬༠఍㸪2011 ᖺ 7 ᭶y͆ඃඛ㡰఩ࢆ᫂☜࡟͇㸪᪥⤒ࣅࢪࢿࢫ ➨ 1598 ྕ㸪pp.36-37㸪᪥⤒ BP ♫㸪2011
ྥẊᨻ⏨㸪
ᖺ7᭶

y

͆Ᏻ඲Ꮫࡀ᪥ᮏࡢ௻ᴗࢆᩆ࠺㸦ᚋ⦅㸧͇㸪ࢡ࢜ࣜࢸ࢕࣐ࢿࢪ࣓ࣥࢺ㸪Vol.62, No.6,
ྥẊᨻ⏨㸪
pp.40-45, ᪥ᮏ⛉Ꮫᢏ⾡㐃┕㸪2011 ᖺ 6 ᭶y͆Ᏻ඲Ꮫࡀ᪥ᮏࡢ௻ᴗࢆᩆ࠺㸦๓⠍)͇㸪ࢡ࢜ࣜࢸ࢕࣐ࢿࢪ࣓ࣥࢺ㸪Vol.62, No.5, pp.
ྥẊᨻ⏨㸪
30-35,y᪥ᮏ⛉Ꮫᢏ⾡㐃┕㸪2011 ᖺ 5 ᭶͆⛉Ꮫᢏ⾡࡜ᮍ᮶㹼ே࡜ᢏ⾡࣭ࢩࢫࢸ࣒࡜ࡢ㛵ࢃࡾࢆ୰ᚰ࡟㹼͇
㸪SCOPE NET,ྥẊᨻ⏨㸪
Vol.59, pp.3-7,㸦㈈㸧 ‴✵ᘓタᢏ⾡ࢧ࣮ࣅࢫࢭࣥࢱ࣮㸪2011 ᖺ 4 ᭶y͆Ḟࡅ࡚࠸ࡓ㺀᝿ᐃእ㺁ࡢㄆ㆑͇㸪᪥⤒ࡶࡢ࡙ࡃࡾ㸪pp.64, 2012 ᖺ 3 ᭶
ྥẊᨻ⏨㸪

y

͆
͂⨾ࡋࡍࡂࡿ̓ࡣ⨥㸽࠾┤ࡋ෗┿࡟ㄽத͇
㸪THE NIKKEI MAGAZINE 㸦᪥ᮏ⤒῭
Ⲩᕝ⸅㸪
᪂⪺♫㸧
㸪pp.18-19, 2011 ᖺ 11 ᭶y͆࢞ࣟ࢔⌮ㄽయ㦂グ͇㸪⌧௦ᛮ᝿ 39(5), 59-69㸪2011 ᖺ 4 ᭶ྕ
◁⏣฼୍㸪

y

͆ᩘᏛⓗឤぬ͇㸪ᩘ⌮⛉Ꮫ㸪2011 ᖺ 11 ᭶ྕ
◁⏣฼୍㸪

y

͆኱Ꮫࣉࣞࢫࢭࣥࢱ࣮ࢽ࣮ࣗࢫࢲ࢖ࢪ࢙ࢫࢺ㸸ᩍ⫱࣭◊✲ᣐⅬ࡜ࡋ࡚ᡂᯝࢆᒎ♧㸪ᮡཎཌྜྷ㸪Ẽ㍍࡟ぢᏛ࡛ࡁࡿ኱Ꮫ༤≀㤋͇㸪(㘒ぬ⨾⾡㤋ࡢ㛤㤋ࡢሗ㐨)㸪ࢧࣥࢹ࣮ẖ᪥㸪pp. 70-72, 2011
ᖺ 6 ᭶ 5 ᪥ྕyᮡཎཌྜྷ㸪͆10 Top Illusion͇㸪(ࠕఱ࡛ࡶ྾ᘬᅄ᪉ྥࡍ࡭ࡾྎࠖࡀᒎ㛤ᅗ࡜࡜ࡶ࡟⤂௓)㸪
Scientific American MIND㸪pp. 30-35, 2011 ᖺ 5/6 ᭶y࢚͆ࢵࢩ࣮ࣕࡢୡ⏺ࢆ⌧ᐇ໬㸪ᩘᏛࡢຊ࡛┠ࡢ㘒ぬࡢ௙⤌ࡳࢆ◊✲ࡋே㛫ࡢ▱ぬᮡཎཌྜྷ㸪ࡢㅦゎ᫂࡟ᣮࡴ͇
㸪Time&Space㸪pp. 12-13, Close Up ḍ, 2011 ᖺ 10/11 ᭶ྕy͆ཷࡅ⥅ࡂ㸪⏕ࡳฟࡍ ⥅ 㛤᮶ ᮡཎཌྜྷ ୙ྍ⬟❧య͇㸪㹋㹑㹀ࢥࣥࢧࣝࢸᮡཎཌྜྷ㸪࢕ࣥࢢⓎ⾜ࠕ౯್๰㐀ࡢࡓࡵࡢ࣓ࣥࣂ࣮ࢩࢵࣉ࣐࢞ࢪࣥ㹋㹇㹒ࠖ࢖ࣥࢱࣅ࣮ࣗグ஦㸪2011ᖺ 12 ᭶y͆ᑐㄯ ᮡཎཌྜྷ୰ᮧ᱇Ꮚ ᩘᏛࡢ┠࡛ࡶࡢࡢぢ᪉ࢆゎࡃ͇㸪⏕࿨ㄅࢪ࣮ࣕࢼ
ᮡཎཌྜྷ㸪
ࣝ 72 ྕ 2012 ᖺ 3 ᭶࢚㸬ࢸࣞࣅy͆ࢺࢥࢺࣥࣁࢸࢼ͇
㸪ࢸࣞࣅᮾி㸪2011 ᖺ 10 ᭶ 9 ᪥
ྥẊᨻ⏨㸪

y

͆ୡ⏺୍ཷࡅࡓ࠸ᤵᴗ͇
㸪᪥ᮏࢸࣞࣅ㸪2011 ᖺ 9 ᭶ 3 ᪥
ྥẊᨻ⏨㸪

y

ⲡ㔝᏶ஓ㸪
͆㏕ࡾࡃࡿኴ㝧ࡢ␗ኚ͇㸪 ࢥࢬ࣑ࢵࢡࣇࣟࣥࢺ㸪NHK㸪2011 ᖺ 6 ᭶ 7 ᪥y͆HEY!HEY!HEY!͇
㸪ࣇࢪࢸࣞࣅ㸪୙ྍ⬟࣮ࣔࢩࣙࣥࡢ⤂௓㸪2011 ᖺ 5 ᭶ 9 ᪥
ᮡཎཌྜྷ㸪

y

͆࡞ࡿ࡯࡝㸟ࢨ࣭㘒ぬ࣮࣡ࣝࢻ͇㸪⇿➗ၥ㢟ࡢࢽࢵ࣏ࣥࡢᩍ㣴㸪NHK ⥲ྜࢸࣞࣅ㸪ᮡཎཌྜྷ㸪
2011 ᖺ 5 ᭶ 12 ᪥ 㸦෌ᨺ㏦ 5 ᭶ 17 ᪥㸧y͆ᡤࡉࢇࡢᏛᰯ࡛ࡣᩍ࠼࡚ࡃࢀ࡞࠸ࡑࡇࢇࢺࢥࣟ㸟͇㸪ࢸࣞࣅᮾி㸪㘒ぬࡢ⤂௓㸪ᮡཎཌྜྷ㸪2011 ᖺ 5 ᭶ 13 ᪥y͆⋤ᵝࡢࣈࣛࣥࢳ͇
㸪㹒㹀㹑ࢸࣞࣅ㸪㘒ぬ⨾⾡㤋ࡢ⤂௓㸪2011 ᖺ 6 ᭶ 4 ᪥
ᮡཎཌྜྷ㸪

y

͆ࢱࢣࢩࡢࢽࢵ࣏ࣥࡢ࣑࢝ࢱ͇
㸪ࢸࣞࣅᮾி㸪㘒ぬ⨾⾡㤋ࡢ⤂௓㸪2011 ᖺ 7 ᭶ 29
ᮡཎཌྜྷ㸪
᪥

y

͆ࢨ㸟ୡ⏺௮ኳࢽ࣮ࣗࢫ͂ே㛫ࡢ୙ᛮ㆟ SP ࣃ࣮ࢺճ͇̓
㸪᪥ᮏࢸࣞࣅ㸪ࣁ࢖ࣈࣜᮡཎཌྜྷ㸪ࢵࢻ⏬ീ㸪୙ྍ⬟࣮ࣔࢩࣙࣥ㘒ど࡞࡝ࢆ⤂௓㸪2011 ᖺ 8 ᭶ 10 ᪥y͆⋤ᵝࡢࣈࣛࣥࢳ͇
㸪㹒㹀㹑㸪㘒ぬ⨾⾡㤋ࡢ⤂௓㸪2011 ᖺ 10 ᭶ 29 ᪥
ᮡཎཌྜྷ㸪

y

ᮡཎཌྜྷ㸪
͆ᩍ⛉᭩࡟㍕ࡏࡓ࠸㸟͇㸪㹒㹀㹑㸪㧗ᑿࢺࣜࢵࢡ࢔࣮ࢺ⨾⾡㤋࡛ࢺࣜࢵࢡ࢔࣮ࢺ

ࢆ⤂௓㸪2011 ᖺ 11 ᭶ 29 ᪥y͆㘒ぬయឤࢸ࣮࣐ࣃ࣮ࢡ͇㸪㛵すࢸࣞࣅࡢࢡ࢖ࢬ␒⤌ࡢ┘ಟ㸪2012 ᖺ㸯᭶ 2 ᪥
ᮡཎཌྜྷ㸪

y

࣮͆ࣔࢽࣥࢢࣂ࣮ࢻ͇
㸪ࢸࣞࣅᮅ᪥㸪ࠕ࢔࢝ࢹ࣑ࣚࢩࢬ࢖ࠖࡢࢥ࣮ࢼ࣮࡛㘒ぬࡢゎᮡཎཌྜྷ㸪ㄝ㸪2012 ᖺ 1 ᭶ 16 ᪥ ◊✲㞟఍ࡢ୺ദ

y

Shuichi Kinoshita and Hirokazu Ninomiya,, “3rd Japan-Taiwan Joint Workshop for Young Scholars
in Applied Mathematics”, Organizer: Chiun-Chuan Chen, Jann-Long Chern, Jong-Shenq guo,
Chun-Hsiung Hsiz, Shuichi Kinoshita, Yoshihisa Morita, Hirokazu Ninomiya, Taipei, 2012 ᖺ 2 ᭶
27-28 ᪥yすᮧಙ୍㑻㸪⌮ㄽ࡜ᐇ㦂◊✲఍ 2011 in ᗈᓥ኱Ꮫ㸪2011 ᖺ 10 ᭶ 7-8 ᪥ ▱ぢyྥẊᨻ⏨㸸Ᏻ඲Ꮫࡢ❧ሙ࠿ࡽ〇ရᏳ඲㸪ᶵᲔᏳ඲㸪ປാᏳ඲㸪ཎᏊຊᏳ඲㸪⮬ື㌴Ᏻ඲➼ࡢྛ✀ࡢᏳ඲ࡢศ㔝ࢆໟᣓⓗ࡟⪃ᐹࡍࡿࡇ࡜ࡀ࡛ࡁࡓࠋyᑠᯘு㸸✀ࠎࡢ⏕≀㸦㈅㢮㸪ከ⬮㢮㸧࡟࠾ࡅࡿఙ⦰Ἴ࡜᥋ᆅᦶ᧿ࢱ࢖࣑ࣥࢢࡢ㛵ಀ࡟ᇶ࡙࠸࡚㸪㸯ḟඖⓗ㏺⾜ࡢࣔࢹࣝࢆᵓ⠏ࡋ㸪ᦤືἲࢆ⏝࠸ࡓ⌮ㄽゎᯒ࡜ࢩ࣑࣮ࣗࣞࢩࣙࣥࢆ⾜࠸㸪ຊᏛⓗᶵᵓࢆ᫂ࡽ࠿࡟ࡋࡓࠋࡲࡓ㸪⭡㊊㢮ࡢ୰࡛ࡶ㸪࢔࣡ࣅ࣭ࢧࢨ࢚ࡢࡼ࠺࡟ᖜࡢ࠶
ࡿ㊊ࢆᣢࡘࡶࡢࡣ㸪༢⣧࡞㸯ḟඖṌ⾜ࢆ࠺ࡲࡃ⤌ࡳྜࢃࡏ࡚㸪ࡼࡾຠ⋡ⓗ࡞㏺⾜ࢆᐇ⌧ࡋ࡚࠸ࡿࡇ࡜ࢆ㸪ほᐹ࡜⌮ㄽ࠿ࡽ♧ࡋࡓࠋ
ཎᙧ㉁㔞ಖᏑ๎ࢆ⪃៖ࡋࡓ⤖ྜ᣺ືᏊ⣔࡜㱈㱒㛵ᩘ࡟ᇶ࡙ࡃᒁᡤⓗ࡞ࢭࣥࢧࣇ࢕࣮ࢻࣂࢵ
ࢡ࠿ࡽ㸪⢓⳦࡟ぢࡽࢀࡿࡼ࠺࡞⮬Ⓨⓗ࡞࢔ࢺࣛࢡࢱ㑄⛣ࡀ⏕ࡳฟࡉࢀࡿࡇ࡜ࢆ♧ࡋࡓࠋࡲࡓ㸪⢓⳦᣺ືᏊࣟ࣎ࢵࢺ࡟ࡼࡿᐇᶵ᳨ドࢆ⾜ࡗࡓࠋ῝㒊యᛶឤぬ᝟ሗ࡟ᇶ࡙ࡃ᭤⋡ᚤศไᚚ࡜㸪యቨࡢ⾲ᅾឤぬ᝟ሗ࡟ᇶ࡙࠸ࡓ཯ᑕ࣓࢝ࢽࢬ
࣒ࡢ⤌ࡳྜࢃࡏ࡛㸪࡜ࡗ࠿࠿ࡾࢆ฼⏝ࡋࡓࣟࢥ࣮ࣔࢩࣙࣥࡀຠᯝⓗ࡟ᐇ⌧ࡉࢀࡿࡇ࡜ࢆ⌮ㄽⓗ࡟♧ࡋࡓࠋyⲨᕝ⸅㸸ձ࢖ࣥ࣌࢖ࣥࢸ࢕ࣥࢢἲ࡟᪂ࡓ࡟᪉ྥᛶ࣓ࢹ࢕࢔ࣥࣇ࢕ࣝࢱࢆ⤌ࡳྜࢃࡏࡿࡇ࡜࡟ࡼࡾື
⏬ീࢫࢡࣛࢵࢳ㝖ཤࡀຠᯝⓗ࡟⾜ࢃࢀࡿࡇ࡜ࡀ♧ࡉࢀࡓࠋղ⣬࡜ PC ⏬㠃࡛ᩥ❶ࢆㄞࢇࡔሙྜ㸪PC ࡢ᪉ࡀ㸪ᑠࡉ࠸ᩥᏐ࡜኱ࡁ࡞ᩥᏐࡢ㛫࡛șἼࡀȘἼ࡟ᑐࡋ࡚┦ᑐⓗ࡟ከࡃฟࡿࡇ࡜ࡀ♧ࡉࢀࡓࠋ PC ⏬㠃ࡢ᪉ࡀᑠࡉ࠸ᩥᏐ࡟ᑐࡋ࡚㸪ࢫࢺࣞࢫࡀឤࡌࡽࢀࡿ࡜࠸࠺ࡇ࡜ࡀ♧ࡉࢀࡓࠋճᖺ㱋ࡀኚ໬ࡋࡓே≀ࡢ㢦⏬ീㄆドἲ࡜ࡋ࡚㸪఩⨨⿵ṇࢆక࠺ࣈࣟࢵࢡ࣐ࢵࢳࣥࢢἲࢆᥦ
᱌ࡋ㸪ࡑࡢ᭷ຠᛶࢆ♧ࡋࡓࠋմᑐヰᆺ㐍໬ィ⟬ࢆ⏝࠸ࡓ㢦⏬ീ⨾ほ໬ࢩࢫࢸ࣒࡟࠾࠸࡚㸪฼⏝⪅࡟ࡼࡿ࢔ࣥࢣ࣮ࢺㄪᰝࢆ⾜࠸㸪᧯సᛶࡢྥୖࢆ⾜ࡗࡓࠋյGPGPU ࡟ࡼࡾ㢦⏬ീ⨾ほ໬ࢩࢫࢸ࣒ࢆᐇ⿦ࡋ㸪࣓࢝ࣛ࠿ࡽྲྀࡾ㎸ࢇࡔ㢦ື⏬ീ࡟ᑐࡋ࡚ࡶ㸪ຠᯝⓗ࡟ᐇ᫬㛫࡛⨾ほ໬ࢆᐇ⌧࡛ࡁࡿࡇ࡜♧ࡋࡓࠋyⲨᕝ⸅㸸Ⰽぬ㞀ᐖ⪅ࡢࡓࡵ࡟࣮࢝ࣛᅗ᱌ࡢྛ㡿ᇦࡢ᫂ᗘᕪࢆᕼᮃ㏻ࡾ࡟኱ࡁࡃタᐃࡋ࡞ࡀࡽᮃࡲࡋ࠸㓄Ⰽࢆ⾜࠺㓄Ⰽᨭ᥼ࢩࢫࢸ࣒ࢆᑐヰᆺ㐍໬ィ⟬࡟ࡼࡾᐇ⌧ࡍࡿࡇ࡜ࡀ࡛ࡁࡓࠋyす᳃ᣅ㸸
1. ᚤᑠ⏕≀ࡢ㞟ᅋ㐠ືಶࠎࡢ࣑ࢻ࣒ࣜࢩࡣ㸪ṇ࡜㈇ࡢ㉮ගᛶࢆ♧ࡋ᭱㐺࡞ᙉᗘࡢගࡢୗ࡟⛣ືࡍࡿࡇ࡜࡛㸪ຠ⋡ⓗ࡟ගྜᡂࢆ⾜࠺ࠋࡲࡓ㸪㞟ᅋࡢ࣑ࢻ࣒ࣜࢩࢆ㐺ᙜ࡞ࢧ࢖ࢬࡢᐜჾࡢ୰࡟ᑒධࡋ㸪ୗ᪉࠿ࡽ᭱㐺࡞ᙉᗘࢆୖᅇࡿගࢆ↷ᑕࡍࡿ࡜㸪࠸ࢃࡺࡿࠕ⏕≀ᑐὶࠖࡀⓎ⏕ࡍࡿࠋ௒ᅇࡢ◊✲࡛ࡣ㸪࣑ࢻ࣒ࣜࢩ࡟ࡼࡿ⏕≀ᑐὶࡀ㸪ࡍ࡛࡟ヲࡋࡃ◊✲ࡉࢀ࡚࠸ࡿ㸦ࢰ࣒࢘ࣜࢩ࡞࡝㸧௚ࡢᚤ⏕≀ࡢ⏕≀ᑐὶ࡟ᑐࡋ࡚㝿❧ࡗࡓ≉ᚩ㸪ࡍ࡞ࢃࡕࠕᑐὶࡢᒁᅾᛶࠖࢆᣢࡘࡇ࡜ࢆ㸪ᐇ㦂࡟♧ࡋ㸪ࡲࡓ㸪ᒁᅾᑐὶࡢⓎ⏕ᶵᵓࢆྍ⬟࡞㝈ࡾ༢⣧࡞⌮ㄽ࡛ㄝ᫂ࡍࡿࡓࡵࡢᩘ⌮ᶍᆺࡢᥦ᱌ࢆ⾜ࡗࡓࠋࡇࢀࡽࡢ⤖ᯝࡢ࠺ࡕึᮇẁ㝵ࡢࡶࡢࡣ㸪ᴗ⦼ḍ࡟グࡋࡓࡼ࠺࡟ㄽᩥ࡜ࡋ
࡚ฟ∧ࡉࢀࡓࠋ
2. 㠀୍ᵝࣀ࢖ࢬࡢୗ࡛ࡢຠᯝⓗ☜⋡ඹ㬆⌧㇟ ๓ᖺᗘ࡟ᘬࡁ⥆ࡁ㸪⣲Ꮚẖ࡟⊂❧ࡢ᣺ᖜࡢࣀ࢖ࢬࢆ௜ຍࡋࡓሙྜࡢ㸪㸰⣲Ꮚ⣔ࡢ☜⋡ඹ㬆⌧㇟࡟ࡘ࠸࡚ㄪ࡭ࡓࠋᮏᖺᗘࡣ㸪⯆ዧሙࡢࣔࢹ࡛ࣝ࠶ࡿ FitzHugh-Nagumo ⣲Ꮚࢆ㸰ࡘ⤖ྜࡋࡓሙྜࢆᩘ್ⓗ࡟⪃ᐹࡋ㸪⤖ྜᙉᗘࡀ୍ᐃࡢ⠊ᅖෆ࡟࠶ࡾ㸪࠿ࡘ㸪୍⣲Ꮚ࡟ᙉ࠸ࣀ࢖
ࢬ㸪ከ⣲Ꮚ࡟㠀ᖖ࡟ᙅ࠸ࣀ࢖ࢬࢆ௜ຍࡍࡿࡇ࡜࡛㸪ඹ㬆ᗘࡢ㧗࠸☜⋡ඹ㬆⌧㇟ࡀⓎ⏕ࡍࡿࡇ࡜ࢆぢ࠸ࡔࡋࡓࠋࡲࡓ㸪⡆༢࡞ゎᯒ࡛ࡑࡢᶵᵓࢆㄝ᫂ࡋࡓࠋࡇࢀࡽࡢ⤖ᯝࡣ㸪ᴗ⦼ḍ࡟グࡋࡓࡼ࠺࡟ㄽᩥ࡜ࡋ࡚ฟ∧ࡉࢀࡓࠋ
3. ◁ୣࡢከᵝ࡞ᙧ≧ᙧᡂࡢࢲ࢖ࢼ࣑ࢡࢫ
◁ୣࡣ㸪ୖ✵ࢆ྿ࡃ㢼ࡢᙉࡉࡸ᪉ྥࡢࡺࡽࡂྛ◁₍ᆅᖏࡢ◁ᒙࡢཌࡳ࡟ࡼࡗ࡚㸪ᙧ≧ࡀ␗࡞ࡗ࡚ࡃࡿࡇ࡜ࡀ▱ࡽࢀ࡚࠸ࡿࠋࡓࡔࡋ㸪ࡇࢀࡽࢆࢩࢫࢸ࣐ࢸ࢕ࢵࢡ࡟グ㏙ࡍࡿゎᯒⓗ࡞ᡭἲࡣ㝈ࡽࢀ࡚࠸ࡿࠋ௒ᅇࡣ㸪୍᪉ྥࡢ㢼ࡀ྿ࡃࡶ࡜࡛ࡢ◁ୣࡢᙧ≧ࢆグ㏙ࡍࡿ᪂ࡋ࠸
ᩘ⌮ᶍᆺࢆᥦ᱌ࡋ㸪◁㔞࡞࡝࡟ᛂࡌ࡚㸪◁ୣࡀ┤⥺ⓗ࡞ࡶࡢ࠿ࡽᒅ᭤ࡍࡿࡶࡢ࡟ኚ໬ࡍࡿ
ᶵᵓࢆゎᯒⓗ࡟ᥥࡃࡇ࡜࡟ᡂຌࡋࡓࠋࡑࡢ⤖ᯝࡣ㸪ᅜ㝿఍㆟ࡸ㸪ㄽᩥ࡜ࡋ࡚Ⓨ⾲ࡉࢀࡓࠋy◁⏣฼୍㸸[1] ⌧௦⤖ᬗᏛ࡬ࡢᩘᏛࡢ㈉⊩[2] ⤖ᬗ⌮ㄽ࡜㞳ᩓⓗ௦ᩘᗄఱᏛ࡜ࡢ㛵㐃ࢆぢฟࡋࡓ[3] 1 ḟඖ㔞Ꮚ࢛࣮࢘ࢡࡢ⢭ᐦ࡞₞㏆ᣲືࢆ☜❧y◁⏣฼୍㸸ከ⤖ᬗࡢ⌮ㄽ࡟㛵ಀࡍࡿ Coincidence-site lattice ࡟ࡘ࠸࡚◊✲ࡋ㸪coincidence
symmetry group ࡢࢧ࢖ࢬ࡟ࡘ࠸࡚Ỵᐃⓗ⤖ᯝࢆᚓࡓࠋy⋢ᮌஂኵ㸸ࢢࣛࣇࡢ㸰ᒙᥥ⏬࡟࠾ࡅࡿ∦ഃ᭱㐺໬ၥ㢟࡟ᑐࡋ࡚㸪ຎᣦᩘⓗ࡞ᅛᐃࣃ࣓࣮ࣛ
ࢱ࢔ࣝࢦࣜࢬ࣒ࢆ㛤Ⓨࡋࡓࠋࡇࡢ࢔ࣝࢦࣜࢬ࣒ࡢᐇ⾜᫬㛫ࡢᣦᩘ㒊ࡣᣦᩘ᫬㛫௬ㄝࢆ๓ᥦ
࡜ࡍࡿ࡜₞㏆ⓗ࡟᭱㐺࡛࠶ࡿࠋᑠᯘ㟹᫂࡜ࡢඹྠ◊✲ࠋyᑠᕝ▱அ㸸㸱ኚᩘࡢ཯ᛂᣑᩓ⣔࡛⏕ࡌࡿ㏥໬ศᒱⅬ࡛ᐃᖖゎࡢࡲࢃࡾࡢ᣺ື⌧㇟ࡀ⌮ゎ࡛ࡁࡿࡇ࡜ࢆ♧ࡋࡓࠋࡲࡓࡑࡢࡲࢃࡾ࡟࢝࢜ࢫⓗ࡞ゎࡀᏑᅾࡍࡿࡇ࡜ࡶ᫂ࡽ࠿࡟ࡋࡓࠋࡇࢀ
ࡽࡣ୍㒊㸷᭶ࡢᏛ఍Ⓨ⾲࡜㔜࡞ࡿࡀ㸪࢝࢜ࢫゎ࡟ࡘ࠸࡚ࡉࡽ࡟ヲ⣽࡟ㄪ࡭࡚㸪ࡇࢀࡽࡢ⤖ᯝࢆㄽᩥ࡟ࡲ࡜ࡵ࡚⌧ᅾᢞ✏୰࡛࠶ࡿࠋyⲡ㔝᏶ஓ㸸ኴ㝧ࣇࣞ࢔ࡢⓎ⏕㐣⛬࡟࠾ࡅࡿୖ᪼☢᮰ࡢᙺ๭yⲡ㔝᏶ஓ㸸᫖ᖺᗘᥦ᱌ࡋࡓኴ㝧ࣇࣞ࢔ࡢⓎ⏕ࣔࢹࣝࢆ⾨ᫍほ ࢹ࣮ࢱゎᯒࡼࡾ᳨ドࡋࡓࠋyᮡཎཌྜྷ㸸࢚ࢵࢩ࣮ࣕࡢࢱ࢖ࣜࣥࢢ࢔࣮ࢺࣃࢱ࣮ࣥࢆᣑᙇࡍࡿ◊✲ࡢ୍⎔࡜ࡋ࡚㸪3 ✀㢮ࡢࢱ࢖ࣝࡀ୰ኸ࡛஺ᕪࡍࡿࣃࢱ࣮ࣥࡢ⮬ື⏕ᡂ࢔ࣝࢦࣜࢬ࣒ࢆ㛤Ⓨࡋࡓ㸦ㅮ₇ࡢ 1 ␒┠㸧ࠋࡲࡓ㸪พฝ཯㌿㘒どࢆ฼⏝ࡋ࡚㸪ぢⴠ࡜ࡋ࡟ࡃ࠸ᶆ㆑ࢆసࡿ᪉ἲࢆᥦ᱌ࡋࡓ㸦2012 ᖺ 6 ᭶࡟ᅜ㝿఍㆟࡛Ⓨ⾲ணᐃ㸧ࠋࡉࡽ࡟㸪཯㔜ຊ⁥ࡾྎࡢ୙ྍ⬟࣮ࣔࢩࣙࣥ㘒ど࡟࠾࠸࡚㸪௒ࡲ࡛ᚲ㡲࡜⪃࠼࡚࠸ࡓᰕࢆ㝖࠸࡚ࡶ㘒どࡀ㉳ࡇࡿሙྜࡀ࠶ࡿࡇ࡜ࢆⓎぢࡋࡓ㸦ᚰ⌮Ꮫホㄽ࡛Ⓨ
⾲ணᐃ㸧
ࠋ

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ụ⏣ᖾኴ㸸ࢠ࣮࣮ࣛ㺃࣐࢖ࣥࣁࣝࢺ⣔࡟࠾ࡅࡿከ㔜ࢫ࣏ࢵࢺࡢ୙Ᏻᐃᛶ࡟ᇶ࡙ࡁ㸪ࢫ࣏ࢵࢺࡢ㧗ࡉ࡜኱ᇦⓗ࡞ᢚไຠᯝ࡟ࡢࡳὀ┠ࡍࡿࡇ࡜࡛㸪᭷㝈ḟඖࡢ⦰⣙⣔ᖖᚤศ᪉⛬ᘧࢆᑟฟࡋࡓࠋ᫬ᐃᩘ࡜࿧ࡤࢀࡿ≉ู࡞ࣃ࣓࣮ࣛࢱࡀ༑ศᑠࡉ࠸ሙྜ㸪⣔ࡢ᣺ࡿ⯙࠸ࡣ༢⣧࡟࡞ࡿࡇ࡜ࡀᮇᚅࡉࢀ࡚࠸ࡿࠋ≉࡟ 2 ࡘࡢࢫ࣏ࢵࢺࡔࡅࡀᏑᅾࡍࡿ࡜ࡁ㸪ゎࡢ᫬㛫኱ᇦⓗ࡞ᣲືࢆỴᐃࡍࡿࡇ࡜࡟ᡂຌࡋࡓࠋࡋࡓࡀࡗ࡚㸪ゎᯒྍ⬟࡛㸪ᮇᚅࡉࢀࡿᣲືࢆྵࡴ⦰⣙⣔ࡢ᪉⛬ᘧࢆᥦ᱌࡛ࡁࡓ࡜ゝ࠼ࡿࠋyụ⏣ᖾኴ㸸༡ᴟῐỈ†἟࡟࠾ࡅࡿ†ᗏ࡛ࢥࢣࡸ⸴㢮ࡀᙧᡂࡍࡿ⩌㞟ᵓ㐀࡟㛵ࡍࡿ⪃ᐹࢆ⾜ࡗࡓࠋ༡⦋ 69 ᗘ㸪ᮾ⤒ 39 ᗘ࡟఩⨨ࡍࡿᮾ༡ᴟ᫛࿴ᇶᆅ࿘㎶㸪ࢫ࢝ࣝࣈࢫࢿࢫ㟢ᒾᇦ࡟఩⨨ࡍࡿῐỈ†἟࡟ࡣ㸪ᑤሪ≧ࡢ†ᗏ᳜≀⩌ⴠࡀぢࡽࢀ㸪ࢥࢣᆓ୺࡜࿧ࡤࢀࡿࠋࢥࢣᆓ୺ࡣ
࠸ࡃࡘ࠿ࡢ†἟࡛ࡑࡢᏑᅾࡀ☜ㄆࡉࢀ࡚࠾ࡾ㸪Leptobryum sp.ࡸ Bryum pseudotriquetrum ࡢ
2 ✀㢮ࡢࢥࢣࡸᩘ✀㢮ࡢ⸴㢮㸪⸛⸴㢮࠿ࡽᵓᡂࡉࢀ࡚࠸ࡿࡀ㸪†἟࡟ࡼࡗ࡚ᵓᡂ✀ࡣ␗࡞ࡿࠋࡉࡽ࡟㸪ගࡢ㏱㐣⋡ࡀ␗࡞ࡿ➼㸪†἟ࡢ⎔ቃせᅉࡶ␗࡞ࡿࠋࡇࡢࡼ࠺࡞┦㐪Ⅼࡀ࠶ࡿ࡟ࡶ㛵ࢃࡽࡎ㸪ࢫ࢝ࣝࣈࢫࢿࢫ㟢ᒾᇦ࿘㎶ࡢ†἟࡛ࡣ㸪ὸ࠸ሙᡤ࡛ࡣᑠࡉ࡞ࢥࢣᆓ୺ࡀ➼㛫㝸࡟୪ࡧ㸪῝࠸ሙᡤ࡛ࡣࢥࢣᆓ୺ࡀ኱ࡁࡃ࡞ࡾ㸪ࡑࡢ㛫㝸࡟ࡤࡽࡘࡁࡀ⏕ࡌࡿ࡜࠸࠺ഴྥࡀぢࡽࢀࡓࠋࡇࡢඹ㏻Ⅼࢆ⏕ࡴせᅉࢆᩘ⌮ࣔࢹࣝ࡟ࡼࡗ࡚᥈ࡾ㸪ࢥࢣᆓ୺ࡢ㓄⨨ࢆ෌⌧ࡋࡓࠋyᮎᯇ J. ಙᙪ㸸࣑ࢻ࣒ࣜࢩࡢගྜᡂຠ⋡࡟ᑐࡍࡿ⏕≀యὶࡢᙳ㡪ࢆᐃࡋ㸪⏕≀ᑐὶࡀ㉳ࡁ࡚࠸࡞࠸᮲௳㸦᧠ᢾ᮲௳㸧ࡢ᪉ࡀຠ⋡ࡀⰋ࠸ࡇ࡜ࢆ♧၀ࡍࡿ⤖ᯝࢆᚓࡓࠋ
ᶋ⬻⢏ࡢ㸰ḟඖ✵㛫࡟࠾ࡅࡿ㞟ᅋᣲືࢆほᐹࡋ㸪ᩘᐦᗘࡢቑຍ࡟కࡗ࡚㛫Ḟ㐠ືࡀ࠾ࡇࡿࡇ࡜ࢆⓎぢࡋࡓࠋyᮌୗಟ୍㸸E.Coli ࡢ㑇ఏᏊࢹ࣮ࢱ࣮࣋ࢫࢆ⏝࠸㸪㜈್ᆺࡢࢲ࢖ࢼ࣑ࢡࢫࡢ࢔ࢺࣛࢡࢱ࣮ࢆ
ゎᯒࡋࡓ⤖ᯝ㸪㸦㸯㸧㑇ఏᏊᩘ࡟ᑐࡍࡿ࢔ࢺࣛࢡࢱ࣮ᩘࡢ๭ྜࡀ㠀ᖖ࡟኱ࡁࡃ㸪㸦㸰㸧ࡑࢀࡒࢀࡢ࢔ࢺࣛࢡࢱ࣮ࡢ࣋࢖ࢩࣥࡀ≧ែ✵㛫ࢆᆒ➼࡟༨ࡵ࡚࠸ࡿ஦ࡀศ࠿ࡗࡓࠋyᒸᔲுᏊ㸸ᆅ⌫୰࡛ከᵝ࡟㐍໬ࡋ࡚ࡁࡓ⏕࿨㸪ࡑࡢᙧ㉁ࢆỴࡵࡿࡢࡣไ⣙࠿㸪ࡲࡓࡣ㐺ᛂ࠿࡜࠸࠺ၥ㢟ࡣ㸪ྂࡃ࠿ࡽ┒ࢇ࡟㆟ㄽࡉࢀ࡚ࡁࡓࠋ⚾ࡣ㸪㠀ᖖ࡟㛗࠸Ṕྐ࡜ከᵝᛶࢆࡶࡘ㈅㢮࡟╔┠ࡋ㸪ࡑࡢẆᙧែ࡟࠾ࡅࡿไ⣙࡜㐺ᛂࡢᐃ㔞໬ࢆ┠ᣦࡋࡓࠋࡲࡎ㸪ᗄఱᏛࣔࢹࣝ
࠿ࡽ㸪Ẇᙧែ࡟࠿࠿ࡿᗄఱᏛⓗไ⣙ࢆ᥎ᐃࡋ㸪≀⌮ࣔࢹࣝ࠿ࡽ㝣ୖ⎔ቃ࡟᭱㐺࡞ᙧ≧ࢆ⟬ฟࡋࡓࠋࡇࡢ஧ࡘࡢ⌮ㄽ್࡜㸪ィ ࡋࡓᐇ㝿ࡢẆᙧែ㸪⾜ືࢆẚ㍑ࡋࡓࠋࡑࡢ⤖ᯝ㸪㈅Ẇ
ࡢᇶᮏⓗ࡞ᙧ≧ࡣᗄఱᏛⓗไ⣙ࡢᙳ㡪ࢆᙉࡃཷࡅࡿࡇ࡜ࡀ♧ࡉࢀࡓࠋ᭦࡟㸪ࡑࡢไ⣙ࡉࢀ
ࡓᙧ㉁࠿ࡽ㸪⎔ቃ࡟㐺ᛂⓗ࡞ᙧ㉁࡬࡜ᨵၿࡍࡿࡼ࠺࡞⿵ṇࡀ㸪ẆࡢⓎ⏕㐣⛬࡜㈅ࡢ⾜ື࡟࠾࠸᳨࡚ฟࡉࢀࡓࠋᐇ㝿ࡢ⏕≀࡬ࡢไ⣙ࡢᙳ㡪ᗘࡸ㸪㐺ᛂⓗ࡞ᙧែ࡬ࡢ⿵ṇࢆ㸪ᐃ㔞ⓗ࡟♧ࡋࡓ㠀ᖖ࡟⛥࡞౛࡛࠶ࡾ㸪⏕≀ࡢከᵝ໬ࢆ⌮ゎࡍࡿୖ࡛㔜せ࡞▱ぢࢆᚓࡓࠋyᒸᔲுᏊ㸸⏕≀ࡢ୙㐃⥆ศᕸ࡜࠸࠺㐍໬⏕ែᏛࡢ୺せࢸ࣮࣐࡟㛵ࡍࡿ㸪⚾ࡢࡇࢀࡲ࡛ࡢ◊✲ᡂᯝ࠿ࡽ㸪
༢୍ࡢ㈨※⎔ቃ࡬ࡢ㐺ᛂ࡟ࡼࡗ࡚ࡶ୙㐃⥆ࡀ⏕ࡌ࠺ࡿࡇ࡜ࡀ᫂ࡽ࠿࡜࡞ࡗࡓࠋ
ලయⓗ࡟ࡣ㸪ᆶ┤࡞㠃࡛ࡢ⛣ື࡟㐺ᛂࡋࡓ㝣⏘㈅㢮ࡢẆᙧែࡀᶓ㛗࡜⦪㛗࡟஧ᴟ໬ࡋ࠺ࡿ
ࡢ࡛࠶ࡿࠋඛ⾜◊✲࡟࠾࠸࡚ࡣ㸪Ỉᖹ࡞㠃㸦ᆅ㠃࡞࡝㸧࡟㐺ᛂࡋࡓࡢࡀᶓ㛗ࡢ㈅㸪ᆶ┤࡞㠃㸦ᶞୖ࡞࡝㸧࡟㐺ᛂࡋࡓࡢࡀ⦪㛗ࡢ㈅࡜ࡉࢀ࡚ࡁࡓࠋࡑࡢഴྥࡣ☜࠿࡟࠶ࡿࡶࡢࡢ㸪ᶓ㛗ࡢ㈅࡟ࡶᶞୖᛶࡢ✀ࡀᏑᅾࡍࡿࠋࡑࡇ࡛㸪ᶞୖᛶࡢ✀ࡢࡳࢆ㞟ࡵ࡚㸪Ẇࡢ⦪ᶓẚࡢ㢖ᗘศᕸࢆసᡂࡋࡓ࡜ࡇࢁ㸪ᶓ㛗࡜⦪㛗ࡢ஧ࡘ࡟஧ᴟ໬ࡋ࡚࠸ࡿࡇ࡜ࡀ☜࠿ࡵࡽࢀࡓࠋࡇࢀࡲ
࡛୙㐃⥆ᛶࡢ⏕ᡂせᅉ࡜ࡋ࡚ࡣࢽࢵࢳࡢࡎࢀࡸไ⣙ࡀ⪃࠼ࡽࢀ࡚ࡁࡓࡀ㸪ᮏ◊✲ࡣࠗ࠶ࡿ⏕≀ᙧ㉁ࡀྠ୍ࡢࢽࢵࢳ࡟ᑐࡋ࡚୙㐃⥆࡞」ᩘࡢ᭱㐺್ࢆࡶࡘ࠘࡜࠸࠺᪂ࡓ࡞⏕ᡂᶵᵓࢆᥦ♧ࡍࡿࡶࡢ࡛࠶ࡿࠋy௒㝯ຓ㸸࿘ᮇࢮ࣑ࡣ㸯㸱ᖺࡲࡓࡣ㸯㸵ᖺ࡟୍ᗘ኱Ⓨ⏕ࡍࡿࡇ࡜ࡀ▱ࡽࢀ࡚࠸ࡿࠋࡇࡢ࿘ᮇ
ࡣ࿘ᮇࢮ࣑ࡢ㸯ୡ௦㸦⏕ࡲࢀ࡚࠿ࡽ⦾Ṫ࡛ࡁࡿࡼ࠺࡟࡞ࡿࡲ࡛ࡢᮇ㛫㸧࡟୍⮴ࡍࡿࠋࡇࡢ
ࡼ࠺࡟࿘ᮇⓗ࡞ಶయᩘኚືࡢ࿘ᮇࡀ㸯ୡ௦࡟࡞ࡿࡼ࠺࡞ࡶࡢࡣ㸯ୡ௦᣺ື(Single-Generation Cycles)࡜࿧ࡤࢀ࡚࠾ࡾ㸪࿘ᮇࢮ࣑௨እ࡟ࡶ▱ࡽࢀ࡚࠸ࡿࠋ㸯ୡ௦᣺ືࢆ
సࡾฟࡍ୺せ࡞࣓࢝ࢽࢬ࣒࡜ࡋ࡚㸪✀ෆ┦஫స⏝࡟ࡼࡿࡶࡢ࡜✀㛫┦஫స⏝࡟ࡼࡿࡶࡢࡀ
⪃࠼ࡽࢀࡿࠋࡑࡇ࡛㸪✀㛫┦஫స⏝㸪≉࡟ᤕ㣗⪅࣭⿕㣗⪅┦஫స⏝࡟╔┠ࡋ㸪㸯ୡ௦᣺ືࢆసࡾฟࡍ࣓࢝ࢽࢬ࣒ࢆ᥈ࡗࡓࠋࡑࡢ⤖ᯝ㸪㸯ୡ௦᣺ືࢆసࡾฟࡍࡓࡵ࡟ࡣ㸪ᤕ㣗⪅࡜⿕㣗⪅ࡢୡ௦ࡢ㛗ࡉࡀ஫࠸࡟⣲࡛࠶ࡿࡇ࡜ࡀᚲせ࡛࠶ࡿࡇ࡜ࡀࢃ࠿ࡗࡓࠋ
ࡲࡓ㸪ࡇࡢ⤖ㄽࡣ㸪
ᤕ㣗⪅࣭⿕㣗⪅┦஫స⏝࡟㝈ࡽࡎ㸪࡝ࡢࡼ࠺࡞✀㛫┦஫స⏝࡟࠾࠸࡚ࡶᚲせ᮲௳࡛࠶ࡿࡇ
࡜ࡀࢃ࠿ࡗࡓࠋ

ySiew Hai-Yen㸸
1. Discussion with Professor J. Zhuang of the Institute of Statistical Mathematics of the extensionof the topic of semi-parametric estimation of modulated renewal processes with application to therepeating earthquakes in Parkfield segment of San Andreas Fault.
2. Discussion with Professor A. H. Pooi of Sunway University (Malaysia) of the application of amultivariate non-normal model to the aftershock Tohoku earthquake in 2011ySiew Hai-Yen㸸Visiting Professor A. H. Pooi of the Sunway University (Malaysia)
The fitted multivariate powered normal model of Wenchuan earthquake (2008) gives a good fit to
the Tohoku earthquake (2011). This implies that one could predict the earthquake of an area byusing not only the past data of itself, but even the past data of other area, which include the basic
information of earthquake, like occurrence date, magnitude, depth and the moving angles of theplates.

yᚨỌ᪫ᑗ㸸ᮾᾏᆅ㟈ண▱ࡢ㘽࡜࡞ࡿ๓඙⌧㇟࡜ࡋ࡚, ๓඙⁥ࡾࡀ࠶ࡿࠋࡇࢀࡣ, ᆅ㟈ィ࡛ࡣほࡀᅔ㞴࡞, ࡺࡗࡃࡾ࡜ࡋࡓ᫬㛫ࢫࢣ࣮ࣝࡢ⌧㇟࡛࠶ࡿࠋᮾ໭኱Ꮫᆅ㟈͌ᄇⅆண▱ほ ◊✲ࢭࣥࢱ࣮ࡣ, ᐑᇛ┴Ἀ࡟ᾏᗏᆅẆኚືࢆ᳨▱ࡍࡿࡓࡵࡢᾏᗏᅽຊ⣔ほ⥙ࢆᒎ㛤ࡋ࡚࠸

ࡿࠋࡇࢀࡣ, ᆅẆࡀ㖄┤᪉ྥ࡟ኚືࡋࡓሙྜ, ᾏᗏᅽຊࡢ᫬㛫ኚືࢆグ㘓ࡋࡓࢹ࣮ࢱ(௨ୗ,OBP ࢸ࣮ࢱ࡜グ㍕)࡟, ᑐᛂࡋࡓኚ໬ࡀグ㘓ࡉࢀࡿࡇ࡜ࡀᮇᚅࡉࢀ࡚࠸ࡿ࠿ࡽ࡛࠶ࡿࠋ
ࡋ࠿ࡋ, OBP ࢹ࣮ࢱ࡟ࡣ, ₻ộኚື(s50cm)ࡸᾏὒኚື(s5cm)࡞࡝, ᾏὒ࡟⏤᮶ࡍࡿኚືᡂศ
ࡀ㔜␚ࡋ࡚࠸ࡿࠋ
ࡋ࠿ࡶ, ࡇࢀࡽᾏὒ⏤᮶ࡢኚືᡂศࡣ, ᝿ᐃࡉࢀࡿ๓඙⁥ࡾ࡟㉳ᅉࡍࡿኚືᡂศࡼࡾࡶ᣺ᖜࡀ኱ࡁ࠸ࠋᚑࡗ࡚, OBP ࢹ࣮ࢱ࠿ࡽࣜ࢔ࣝࢱ࢖࣒࡛ᆅ㟈ࡢ๓඙ࢆ᳨ฟࡍ
ࡿ࡟ࡣ, ᾏὒ⏤᮶ࡢኚືᡂศ࡜, 㖄┤ᆅẆኚືᡂศ࡜ࢆຠ⋡Ⰻࡃษࡾศࡅࡿᡭἲࡢᑟධࡀᚲせ࡛࠶ࡿࠋ
ᮏᖺᗘࡢ◊✲άື࡜ࡋ࡚, ᮾ໭኱Ꮫᆅ㟈͌ᄇⅆண▱ほ◊✲ࢭࣥࢱ࣮࡜ࡢ༠ຊయไࡢࡶ࡜,⊂❧ᡂศศᯒ (ICA)ࢆᛂ⏝ࡋࡓ OBP ࢹ࣮ࢱ࠿ࡽࡢ๓඙⁥ࡾ᳨ฟ࢔ࣝࢦࣜࢬ࣒ࡢ㛤Ⓨࢆ㐍ࡵࡓࠋᮏ◊✲࡛ࡣ, ᾏὒ⏤᮶ࡢኚືᡂศ࡜ᆅẆኚືࡀ␗࡞ࡿ᫬✵㛫ࢫࢣ࣮ࣝࢆᣢࡗ࡚࠸ࡿ
ࡇ࡜ࢆ฼⏝ࡋ, ୧⪅ࢆᐈほⓗ࡟ศ㞳ࡍࡿࡇ࡜࡛๓඙⁥ࡾࡢ᳨ฟࢆྍ⬟࡟ࡍࡿࡇ࡜ࢆ┠ᣦࡋ
࡚࠸ࡿࠋHino et al. (2009) ࡛ࡣ, ᩿ᒙࣔࢹࣝࢆ⏝࠸ࡓᩘ್ィ⟬࡟ࡼࡾ, ᐑᇛ┴Ἀ࡛᝿ᐃࡉࢀ
ࡿ๓඙⁥ࡾࡢ᫬✵㛫ศᕸࢆぢ✚ࡶࡗࡓࠋᡃࠎࡣ, ᩿ᒙࣔࢹࣝ࡟ᇶ࡙ࡃᶍᨃ๓඙ࢸ࣮ࢱࢆ⏝࠸ࡓ, ICA ๓඙᳨ฟᐇ㦂ࢆ㐍ࡵࡓࠋࡲࡓ, 2011 ᖺ 3 ᭶ 11 ᪥࡟Ⓨ⏕ࡋࡓᐑᇛ┴Ἀᆅ㟈ࡢ๓ᚋ
OBP ࢹ࣮ࢱࢆゎᯒࡋ, ๓඙⁥ࡾ࡟㛵ࡍࡿ▱㆑⋓ᚓࡶྠ᫬࡟ヨࡳ࡚࠸ࡿࠋᑗ᮶ⓗ࡟ࡣ,JAMSTEC ࡟ࡼࡾ⣖ఀ༙ᓥἈ࡟ᒎ㛤ࡉࢀ࡚࠸ࡿࣜ࢔ࣝࢱ࢖࣒ᾏᗏࢿࢵࢺ࣮࣡ࢡࢩࢫࢸ࣒࡞
࡝ࢆ⏝࠸, ᮾ༡ᾏᆅ㟈ண▱࡬ࡢᛂ⏝◊✲࡟ࡶཧ⏬ࡋࡓ࠸࡜⪃࠼࡚࠸ࡿࠋyᚨỌ᪫ᑗ㸸✀ࠎࡢࣀ࢖ࢬࡀᏑᅾࡍࡿ OBP ࢹ࣮ࢱ࠿ࡽ࡛ࡶ㸪ᐇ㝿࡟᝿ᐃࡉࢀࡿつᶍࡢࡍ࡭ࡾ
⌧㇟ࡀ㸪ICA ࡟ࡼࡗ࡚ᢳฟྍ⬟࡛࠶ࡿࡇ࡜ࡀ♧ࡉࢀࡓࠋࡉࡽ࡟, 2011 ᖺ 3 ᭶ 11 ᪥࡟Ⓨ⏕ࡋࡓᐑᇛ┴Ἀᆅ㟈ࡢ๓ᚋ OBP ࢹ࣮ࢱࢆ ICA ࡟ࡼࡾゎᯒࡋ, ๓඙⁥ࡾࡢᏑᅾࡢ᭷↓ࡶ᳨ドࡋࡓࠋࡑࡢ⤖ᯝ㸪3 ᭶ 9 ᪥ࡢ๓㟈ࡢᩘ᪥๓࡟, ࡍ࡭ࡾ࢖࣋ࣥࢺ࡜㢮ఝࡋࡓኚືᡂศࡀᏑᅾࡍࡿྍ⬟ᛶࡀぢฟࡉࢀࡓࠋ⌧ᅾ, ࡇࡢኚືᡂศࡀᆅ㟈Ꮫⓗ࡟࡝ࡢࡼ࠺࡞ព࿡ࡀ࠶ࡿࡢ࠿㸪ᮾ໭኱Ꮫࡢࢢ࣮ࣝࣉ࡜ៅ㔜࡟㆟ㄽࢆ㐍ࡵ࡚࠸ࡿ࡜ࡇࢁ࡛࠶ࡿࠋy୰┈ᮁᏊ㸸ࢽ࣮ࣗ࣋࢟࢔ࡢ」ⴥࡢࣔࢹࣜࣥࢢ࡟㝿ࡋ࡚㸪」ⴥᙧᡂ᮲௳ࡢᙧែᙧᡂ㐣⛬ࡢㄪᰝࢆ⾜࠸㸪ศ⿣ⴥࡢྛⴥ㡬࡬࡜ᡂ㛗ࡍࡿ✺㉳ࡀⴥཎᇶࡢఙ㛗࡟ྜࢃࡏ࡚➼㛫㝸࡟⏕ࡌࡿࡇ࡜㸪ࡉࡽ࡟ࡑࡢ✺㉳ࡀఙ㛗ࡋࡓ㝿࡟ࡣ㸪ྠᵝ࡟ࢧ࢖ࢻࣈࣛࣥࢳࡀ⏕ࡌࡿࡇ࡜ࢆ᫂ࡽ࠿࡟ࡋ
ࡓࠋࡲࡓ㸪ࢩࣥࣉࣝ࡞ⴥ⦕࠿ࡽධࡾ⤌ࢇࡔⴥ⦕ࢆᙧᡂࡍࡿ ᗘ᮲௳࡬ࡢ⛣⾜ᐇ㦂ࢆ⾜࠸㸪ⴥ⦕ࡢᙧᡂ᫬࡟ேⅭⓗ࡞እ஘ࢆ୚࠼ࡓ㝿࡟ࡶྠᵝࡢࣃࢱ࣮ࣥᙧᡂࡀ࠾ࡇࡿࡇ࡜ࢆ☜ㄆࡋࡓࠋy୰┈ᮁᏊ㸸ࢽ࣮ࣗ࣋࢟࢔ࡢⴥࡢᙧែᙧᡂ㐣⛬࡟ࡘ࠸࡚ࡢࣔࢹࣝ࠿ࡽ㸪௨ୗࡢ▱ぢࡀ᫂ࡽ࠿࡟࡞ࡗࡓࠋࣔࢹ࡛ࣝࡣ㸪ࣜࣥࢢୖ࡛཯ᛂᣑᩓࡢࣃࢱ࣮ࣥᙧᡂࢆ㉳ࡇࡋ㸪ࣃࢱ࣮ࣥ࡟ᇶ࡙࠸
ࡓእഃ࡬ࡢࣜࣥࢢࡢᡂ㛗ࢆ࠾ࡇࡍࠋࡉࡽ࡟㸪ᡂ㛗࡟క࠸ኚ໬ࡋࡓࣜࣥࢢୖ࡛᪂ࡓ࡞ࣃࢱ࣮
ࣥᙧᡂࢆ㉳ࡇࡍࠋࡇࢀࢆࢩ࣑࣮ࣗࣞࢩࣙࣥࡍࡿࡇ࡜࡛㸪㹬␒┠ࡢศᯞᵓ㐀ࡀ n-i ␒┠ࡢ i-1
␒┠㸦n>2, i=2,͐n-1㸧ࡢࢧ࢖ࢻࣈࣛࣥࢳ㸦1 ࡘୗࡢ࣮࢜ࢲ࣮ࡢศᯞᵓ㐀㸧࡜ྠ᫬࡟⏕ࡌࡿࡇ࡜ࡀ᫂ࡽ࠿࡟࡞ࡗࡓࠋyᇼෆྐᮁ㸸࢚࣮ࢪ࢙ࣥࢺ࣮࣋ࢫࣔࢹࣝ࡟ᇶ࡙࠸ࡓィ⟬ᶵᐇ㦂࡟ࡼࡗ࡚㸪㐲㊥㞳㛫ࡢᩥ໬஺ὶࡀ࠶ࡿ࡜㸪ᩥ໬⵳✚ࡢ㏿ᗘࡀ㧗ࡲࡿࡇ࡜ࢆ᫂ࡽ࠿࡟ࡋࡓࠋyすᮧಙ୍㑻㸸⌧ᅾ㸪㸱ḟඖࡢ⣽⬊ࡢᩘ⌮ࣔࢹࣝ໬ࢆヨࡳ࡚࠸ࡿࠋᡃࠎࡢయࡢ୰ࡢ㐟㉮ᛶࡢ⣽⬊ࡣ኱ࡁࡃศࡅ࡚ࠕ࢔࣓࣮ࣂᆺࠖ࡜ࠕ㛫ⴥ⣽⬊ᆺࠖࡢ㸰✀㢮ࡀ࠶ࡿࡀ㸪ࡑࡢᮏ㉁ⓗᕪ␗࡟ࡘ࠸࡚ᩘ⌮ⓗ࡞㠃࠿ࡽᨷࡵࡿࡇ࡜ࡀ࡛ࡁࡿࡼ࠺࡟࡞ࡗࡓࠋy⸨㛫┿㸸(1) C.-C. Chen ࡜ L.-C. Hung ࡟ࡼࡗ࡚Ⓨぢࡉࢀࡓ୕ኚᩘ཯ᛂᣑᩓ⣔ࡢཝᐦゎ࡟㸪↓㝈㐲᪉ࡢቃ⏺᮲௳ࡀ㐪࠺ሙྜ࡛ࡶ཰᮰ࡍࡿሙྜࡀ࠶ࡿࡇ࡜ࢆ㸪ᩘ್ⓗ࡟♧ࡋࡓࠋ(2)ୖグཝᐦゎ࡟ᑐᛂࡍࡿᖖᚤศ᪉⛬ᘧ⣔࡟࠾࠸࡚㸪࣑ࣜࢵࢺࢧ࢖ࢡࣝࡀᏑᅾࡍࡿࡇ࡜࡜ࡑ
ࡢ⠊ᅖࢆᩘ್ⓗ࡟♧ࡋࡓࠋy⸨㛫┿㸸ᙅ࠸✀ࡀ౵ධࡍࡿ஦ࢆ⾲ࡍ཯ᛂᣑᩓࣔࢹࣝ࡟࠾࠸࡚㸪➇த⦆࿴ඹᏑࢆ⾲ࡍ
Semi-exact Ᏻᐃᐃᖖゎࡀ࠶ࡿࡇ࡜ࢆ㸪୕ᮧᩍᤵ㸪ୖᒣᩍᤵ㸪Chun-Chuan Chen, Li-Chang Hung࡜ࡢඹྠ◊✲࡟ࡼࡗ࡚♧ࡍࡇ࡜ࡀ࡛ࡁࡓࡢ࡛㸪Hiroshima Mathematical Journal ࡟ᢞ✏ࡋࡓࠋy㟷㇂❶ᘯ㸸ࣂࢡࢸࣜ࢔ࢥࣟࢽ࣮ࣃࢱ࣮ࣥ࡜⤖ᬗ⢏⏺㸦⤖ᬗࡢḞᦆࡢ୍✀㸧ࡢᙧࡢ㢮ఝᛶ࠿ࡽ㸪ࢥࣟࢽ࣮ࣃࢱ࣮ࣥࡢᵓ㐀ࢆ᥈ࡿ࡜࠸࠺どⅬy

Amy Poh Ai Ling㸸The Essential Identified Consumer Requirements Derived through Descriptive
Analysis
Abstract. The purpose of this paper was to measure the essentiality of the identified consumer
requirements on the information security in a smart grid system, focuses mainly on helping
government and utilities providers, when enhancing their system processes, to develop andprioritize the necessary requirements for securing their information in a smart grid. This paper
examined on the voice of customer perceived by the respondents towards smart grid. The major
finding of this paper exhibits the agreement from the respondent on the essentiality of the identified
sixteen consumer requirements and the correlation between each requirement. The result of the
ranking was a mixture of from five categories of philosophy, human behavior, rule based socialsystem, strategic system and hardware, and hence each category could be concluded to have abalance value of essentiality. Chi-Square test proved that all variables are significant. Individual
value plot versus country shows that the rapidly growing economies in different countries havedifferent smart grid infrastructure needs. Pearson correlation test showed that security in wirelessmedia has very low correlation with others variable as it is still in its development process.
Lexicographical order test showed that integrity, quality assurance and high bandwidth ofcommunications channels has high correlation with each other. Correlation relationship ring, cluster
and tree concluded that the items in the hardware category are highly correlated to each other. The
success of this effort appeared to hinge on utility companies championing information systemsecurity initiatives and propagating an awareness of the importance of information security among
consumers at all levels of the community.
y

Amy Poh Ai Ling㸸Security Philosophy Important for a Sustainable Smart Grid System
Abstract—This paper analyzes the survey result on the information security requirement for smart
grid. The survey was conducted via distributing questionnaires. Descriptive analysis has
successfully ranked the information security consumer requirements with the compass of mean andstandard deviation. Privacy concern becomes the most important element among the other fifteen
requirements. Result showed that the philosophy category has the most powerful impact on
consumer trust and satisfaction, because the philosophy and strategy of management with regard to
information security is the perfect standard against which technology and other security
mechanisms can be measured. This paper gives insight on a picture of smart grid system
information security future direction.

y኱ᐙ⩏Ⓩ㸸௒ࡲ࡛⤒㦂ⓗ࡟୚࠼ࡽࢀ࡚࠸ࡓᗏ㠃᢬ᢠ࡟㛵ࡍࡿࣃ࣓࣮ࣛࢱ࡛࠶ࡿ࣐ࢽࣥࢢ⢒ᗘ࡟㛵ࡋ࡚㸪ࡑࡢ୚࠼᪉࡛ὠἼࡢ㐳ୖ࡟኱ࡁ࡞ᕪ␗ࡀ࠶ࡿ஦ࢆ♧ࡋࡓࠋyỌ⏣┿୍㸸PTS ᕷሙ࡟㛵ࡍࡿᇶᮏ⤫ィ㔞ࢆศᯒ㸪௒ᚋㄽᩥ࡟ࡲ࡜ࡵࡿணᐃࠋ
㔠⼥ᕷሙ࡟࠾ࡅࡿ᫬⣔ิศᯒࢆ◊✲㸪௒ᚋ PTS ᕷሙ࡟㛵㐃௜ࡅ࡚ㄽᩥ࡟ࡲ࡜ࡵࡿணᐃࠋ
ᣦᑟᩍᤵࡢമๆศᯒ◊✲఍࡟ཧຍࠋമๆࡢ౯᱁௜ࡅ࡟㛵ࡍࡿ᪂ࡓ࡞▱ぢࢆᚓࡽࢀࡿࠋyỌ⏣┿୍㸸GSRCH-DCC ࣔࢹࣝ࡟㛵ࡋ࡚◊✲ࢆ㐍ࡵ㸪ᰴᘧᕷሙ࣭മๆᕷሙ࡟㛵ࡍࡿㄽᩥస
ᡂ࣭Ⓨ⾲ࢆ௒ᖺࡢ⛅ࢆ┠ᶆ࡟⾜࠺ணᐃ ࡑࡢ௚y㸪͆᪤タ࢚࣮ࣞ࣋ࢱ࣮ࡢᏳ඲ᛶ☜ಖ࡟ྥࡅ࡚ ሗ࿌᭩͇㸪ᅜ஺┬ ♫఍㈨ᮏᩚ
ྥẊᨻ⏨㸦ጤဨ㸧ഛᑂ㆟఍ ᘓ⠏ศ⛉఍ ᘓ⠏≀➼஦ᨾ࣭⅏ᐖᑐ⟇㒊఍㸪᪤タ࢚࣮ࣞ࣋ࢱ࣮Ᏻ඲ᛶྥୖ㹕㹅㸪2011 ᖺ 8 ᭶y㸪
͆ᾘ㈝⏕ά⏝〇ရᏳ඲ἲ࡟ᇶ࡙ࡃᏳ඲つไࡢㄢ㢟ࡢᩚ⌮͇㸪⤒῭⏘ᴗ┬
ྥẊᨻ⏨㸦ጤဨ㛗㸧
ၟົὶ㏻ࢢ࣮ࣝࣉ〇ရᏳ඲ㄢ㸪2011 ᖺ 5 ᭶ 31 ᪥y㸪͆஦ᨾㄪᰝᶵ㛵ࡢᅾࡾ᪉࡟㛵ࡍࡿ᳨ウ఍ ྲྀࡾࡲ࡜ࡵ͇
㸪ᾘ㈝⪅ᗇ㸪2011ྥẊᨻ⏨㸦ጤဨ㸧ᖺ5᭶y͆ᮾ᪥ᮏ኱㟈⅏ࢆ⪃࠼ࡿ㹼Ᏻᚰ࣭Ᏻ඲࡞᪥ᮏ࡬㹼͇㸪⇃ᓮ຾ᙪ㸪୰㑦❶㸪໭㔝኱㸪ྥẊᨻ⏨㸪ᗙㄯ఍:᫂἞㸪Vol.51, pp.8-15, 2011 ᖺ 7 ᭶y͆ࠕ᫂἞ࡣࡦ࡜ࡘࠖ௒ࡇࡑ୍୸࡜࡞ࡗ࡚͇
㸪᫂἞኱Ꮫᗈሗ㸪No.630, 2011 ᖺ 4 ᭶ 1
ྥẊᨻ⏨㸪
᪥

y

͆Ᏻ඲ᛶ࡟㛵ࡍࡿᑗ᮶ᒎᮃ͇
㸪᪥ᮏಙ㢗ᛶᏛ఍ㄅࠕಙ㢗ᛶࠖ
㸪Vol.33㸪No.7㸪㏻ᕳྥẊᨻ⏨㸪195 ྕ㸪pp.346̾351,᪥ᮏಙ㢗ᛶᏛ఍㸪2011 ᖺ 11 ᭶y͆Ᏻ඲࡟࠾ࡅࡿ⛉Ꮫⓗ஦ᐇ࡜౯್ほ͇㸪ᕳ㢌ゝ㸪ᢏ⾡㠉᪂࡜♫఍ኚ㠉㸪No.4, Vol.1㸪ྥẊᨻ⏨㸪
pp.i, ♫఍ᢏ⾡㠉᪂Ꮫ఍, 2011 ᖺ 9 ᭶y͆Ᏻ඲ࡢ㈨᱁ㄆᐃไᗘ͇
㸪ಙ㢗ᛶ㸪Vol.33, No.6㸪pp.286-289㸪᪥ᮏಙᖹᑿ⿱ྖ㸪ྥẊᨻ⏨㸪㢗ᛶᏛ఍㸪2011 ᖺ 9 ᭶y͆➨ 7 ᅇᏳ඲ᕤᏛࣇ࢛࣮࣒ࣛ ☢ሙ࡜Ᏻ඲㹼▱ࡗ࡚࠾ࡁࡓ࠸
ྥẊᨻ⏨㸦ࢥ࣮ࢹ࢕ࢿ࣮ࢱ㸧㸪ᙉ☢ሙࡢࣜࢫࢡ࡜ᑐ⟇͇㸪㸦♫㸧᪥ᮏᕤᏛ࢔࢝ࢹ࣑࣮ Ᏻ඲▱ࡢඹ᭷సᴗ㒊఍㸪ᘯ῭఍㤋,2012 ᖺ 2 ᭶ 28 ᪥y͆ᑗ᮶࡟ồࡵࡽࢀࡿཎᏊຊࡢᏳ඲࡜࢚ࢿࣝࢠ࣮ࢆ⪃࠼ࡿࢩࣥྥẊᨻ⏨㸦ࢥ࣮ࢹ࢕ࢿ࣮ࢱ㸧㸪࣏ࢪ࣒͇࢘㸪᫂἞኱Ꮫ⌮ᕤᏛ㒊࣭⌮ᕤᏛ◊✲⛉㸪᪂㡿ᇦ᝿ീ㑅⪃Ᏻ඲Ꮫ⣔୺ദ㸪ࣜࣂࢸ࢕ࢱ
࣮࣡㸪2011 ᖺ 12 ᭶ 3 ᪥y͆Ᏻ඲Ꮫධ㛛͇㸪⡿ᅜ UL ᐤ௜ㅮᗙ ᫂἞኱Ꮫࣜࣂࢸ࢕࢔࢝ࢹ
ྥẊᨻ⏨㸦ࢥ࣮ࢹ࢕ࢿ࣮ࢱ㸧㸪࣑࣮㸪᫂἞኱ᏛᏳ඲Ꮫ◊✲ᡤඹദ㸪ࣜࣂࢸ࢕ࢱ࣮࣡㸪2011 ᖺ 4 ᭶ 23 ᪥㹼8 ᭶ 6 ᪥y͆ィ⟬ࡍࡿ࢔࣓࣮ࣂࡢ୙ᛮ㆟͇㸪ⶶ๓ᕤᴗ఍ᗈᓥᨭ㒊⥲఍, ᗈᓥ㸪2011 ᖺ 8 ᭶ᑠᯘு㸪y͆ィ⟬ࡍࡿ࢔࣓࣮ࣂࡢ୙ᛮ㆟͇㸪ᗈᓥ኱Ꮫබ㛤ㅮᗙࠗ༤≀㤋࠾ࢫࢫ࣓㸟ᗈ኱࣡ࢡ࣡
ᑠᯘு㸪ࢡㅮ⩏ Ꮫၥࡢ᛹ே Vol.1࠘, ᗈᓥ㸪2011 ᖺ 6 ᭶yᑠᯘு㸪ᗈᓥ኱Ꮫ㝃ᒓ㧗➼Ꮫᰯ, SSH ᩘ⌮⛉Ꮫᐇ㦂ࠕ⮬↛ࡢ୰࡟ࡦࡑࡴᩘ⌮ࠖ㸪2011 ᖺ 5᭶yⲨᕝ⸅㸪iPhone ࢔ࣉࣜ Best Face ࢆ࢔ࢵࣉࣝࢫࢺ࢔࡟බ㛤ࠋ2011 ᖺ 8 ᭶yす᳃ᣅ㸪SSH(ࢫ࣮ࣃ࣮࣭ࢧ࢖࢚ࣥࢫ࣭ࣁ࢖ࢫࢡ࣮ࣝ)࡟ࡼࡿ㧗ᰯ࡛ࡢㅮ₇, ᗈᓥ኱Ꮫ௜ᒓ㧗ᰯ㸪2011 ᖺ 11 ᭶ 28 ᪥y͆㞳ᩓㄪ࿴ゎᯒධ㛛 㸫ࢲ࢖ࣖࣔࣥࢻࡢ཮Ꮚ㸫͇㸪㧗➼Ꮫᰯྛ⛉◊ಟㅮᗙ㸦ᩘᏛ
◁⏣฼୍㸪
◊ಟㅮᗙ㸧
㸪ྡྂᒇᕷᩍ⫱ࢭࣥࢱ࣮ศ㤋㸦ᩍ⫱㤋㸧, 2011 ᖺ 11 ᭶ 18 ᪥yࠕᩘᏛ⪅ ◁⏣฼୍ඛ⏕ࡢᮏᲴࣇ࢙࢔ࠖ㛤ദ㸪2011◁⏣฼୍㸪⚄⏣᭩Ἠࢢࣛࣥࢹ࡟࠾࠸࡚㸪ᖺ 11 ᭶㹼12 ᭶y͆ኴ㝧ࡢㅦ࡟ᣮࡴ⌧௦ኳᩥᏛ͇
㸪➨ 20 ᅇබ㛤ࢭ࣑ࢼ࣮ࠕኳᩥᏛࡢ᭱๓⥺ࠖኳᩥᏛⲡ㔝᏶ஓ㸪
20 ᖺ㸪ྡྂᒇᕷ❧⛉Ꮫ㤋㸪2011 ᖺ 8 ᭶ 4 ᪥y͆ࢥࣥࣆ࣮ࣗࢱࢩ࣑࣮ࣗࣞࢩ࡛ࣙࣥ᥈ࡿኴ㝧άື ኴ㝧άືண ࡢྲྀࡾ⤌ࡳ͇㸪⌮ⲡ㔝᏶ஓ㸪⣔኱Ꮫ⏕ࡢࡓࡵࡢኴ㝧◊✲᭱๓⥺య㦂ࢶ࢔࣮㸪ྡྂᒇ኱Ꮫ㸪2011 ᖺ 8 ᭶ 20 ᪥y͆ࢫ࣮ࣃ࣮ࢥࣥࣆ࣮ࣗࢱ࡛ᣮࡴኴ㝧ࡢㅦ͇㸪ᆅ⌫㟁☢Ẽ࣭ᆅ⌫ᝨᫍᅪᏛ఍୍⯡බⲡ㔝᏶ஓ㸪㛤࢖࣋ࣥࢺ 2011㸪⚄ᡞ኱Ꮫ㸪2011 ᖺ 11 ᭶ 6 ᪥y͆ኴ㝧ࡢㅦ࡟㏕ࡿ㹼࢞ࣜࣞ࢜࠿ࡽᮍ᮶࡬͇
㸪ᮅ᪥࢝ࣝࢳ࣮ࣕࢭࣥࢱ࣮ྡྂᒇ㸪2012
ⲡ㔝᏶ஓ㸪
ᖺ2᭶5᪥

y

͆ኴ㝧࡜࣮࢜ࣟࣛ࠿ࡽ᥈ࡿᏱᐂ࡜ᆅ⌫ࡢ୙ᛮ㆟࡞㛵ಀ͇㸪ྡྂᒇ኱Ꮫ࣮࢜ࣉࣥ࢝ⲡ㔝᏶ஓ㸪ࣞࢵࢪ㸪ྡྂᒇ኱Ꮫ⤒῭Ꮫ㒊㸪2012 ᖺ 3 ᭶ 17 ᪥y͆┤ゅࡢ኱ዲࡁ࡞⬻̿㘒ぬ࠿ࡽぢ࠼࡚ࡃࡿࠕぢࡿࠖࡇ࡜ࡢ༴࠺ࡉ͇̿
㸬⟃Ἴ኱Ꮫ
ᮡཎཌྜྷ㸪
௜ᒓ㥖ሙ㧗ᰯ㸪2011 ᖺ 7 ᭶ 7 ᪥yᮡ ཎ ཌ ྜྷ 㸪͆ Front Line Research at MEIJI ͇㸪 ( ィ ⟬ 㘒 ぬ Ꮫ ࡢ ◊ ✲ ⤂ ௓ ) 㸪 2011 ᖺ ⛅http://www.meiji.ac.jp/cip/english/frontline/sugihara/index.html

y

ᮡཎཌྜྷ㸪
͆ᩘ⌮࡛᥈ࡿ࢚ࢵࢩ࣮ࣕࡢ⛎ᐦ͇㸪࢚ࢫ࣮ࣔࢻᮾிᰯ ➨ 2 ᅇ࢚ࢫ࣮ࣔࢻࣇ࢓ࢵ
ࢩࣙࣥࢧ࢖࢚ࣥࢫࢭ࣑ࢼ࣮㸪2011 ᖺ 8 ᭶ 27 ᪥yᮡཎཌྜྷ㸪❧య୕Ⅼࡢᖖタᒎ♧㸪ྡྂᒇᕷ⛉Ꮫ㤋 ᪂㤋yᮡཎཌྜྷ㸪㘒ぬ⨾⾡㤋㸪ᮾி㒔༓௦⏣༊⚄⏣ῐ㊰⏫㸯㸫㸯⚄⏣ࢡࣞࢫࢺࣅࣝ㸰㝵㸪2011 ᖺ
5 ᭶ 14 ᪥࣮࢜ࣉࣥ㸪ẖ㐌ᅵ᭙᪥࡟㛤㤋yᮡཎཌྜྷ㸪6 Ⅼࡢ≉ูᒎ♧㸪௝ྎᕷ⛉Ꮫ㤋㸪2011 ᖺ 7 ᭶ 20 ᪥㹼8 ᭶ 27 ᪥y͆㘒ぬࡢ୙ᛮ㆟㹼ྩࡢ║ࡣ຾࡚ࡿ࠿㸽͇㸪࣐ࢼࣅࢤ࣮ࢺ᫂἞኱Ꮫࣈ࣮ࢫ㸪ᮾிᅜᮡཎཌྜྷ㸪㝿ࣇ࢛࣮࣒ࣛ㸪2011 ᖺ 8 ᭶ 20 ᪥㹼21 ᪥yᮡཎཌྜྷ㸪㘒ぬ❧యᕤస࣮࣡ࢡࢩࣙࢵࣉ㸪ࣁ࢘ࢫࢸࣥ࣎ࢫ୺ദ㸪2011 ᖺ 8 ᭶y͆࣋ࢫࢺ㘒ぬࢥࣥࢸࢫࢺୡ⏺ࢳࣕࣥࣆ࢜ࣥࡲ࡛ࡢ㐨͇㸪Ⱚᾆᕤᴗ኱Ꮫ㸪2011 ᖺ 10ᮡཎཌྜྷ㸪
᭶ 13 ᪥yᮡཎཌྜྷ㸪ዉⰋ୍᮲㧗ᰯ࡛ㅮ₇㸪2011 ᖺ 12 ᭶ 14 ᪥yᮡཎཌྜྷ㸪㹌㹇㹇࣮࣒࣮࣍࣌ࢪ Researchmap ࡛࢖ࣥࢱࣅ࣮ࣗグ஦ࡀ⤂௓㸪2011 ᖺ 12 ᭶ 1᪥y͆㘒ぬ⨾⾡㤋࡬ࡼ࠺ࡇࡑ͇㸪㘒ぬ࡟㛵ࡍࡿ࢚࢘ࣈ㐃㍕グ஦ࡀᥖ㍕㸪2011 ᖺ 11 ᭶ᮡཎཌྜྷ㸪㹼2012 ᖺ 4 ᭶㸦6 ᅇ㸧y͆どぬࡢᩘ⌮࡜❧య㘒ど͇㸪㧗ᰯ⏕ࡢࡓࡵࡢᩘ⌮ᕤᏛぢᏛ఍㸪2011 ᖺ 10 ᭶ 1 ᪥
ᮡཎཌྜྷ㸪

y

ᮡཎཌྜྷ㸪⏬ീᕤᏛぢᏛ఍ࢆ㘒ぬ⨾⾡㤋࡛ཷࡅධࢀࠋ2011 ᖺ 11 ᭶ 25 ᪥y͆࣋ࢫࢺ㘒ぬࢥࣥࢸࢫࢺୡ⏺ࢳࣕࣥࣆ࢜ࣥࡲ࡛ࡢ㐨͇㸪㒔❧ᡞᒣ㧗ᰯ㸪2012 ᖺ 1
ᮡཎཌྜྷ㸪᭶ 16 ᪥yᮡཎཌྜྷ㸪᪥ᮏホㄽ♫ࠕᩘᏛࢭ࣑ࢼ࣮ࠖࡢ⾲⣬⏬࡟ࠕ✵࡜Ỉࠖ㢼ࢱ࢖ࣜࣥࢢ࢔࣮ࢺࡀ᥇⏝ࡉࢀࡿࠋ2012 ᖺ 3 ᭶࠿ࡽyᮡཎཌྜྷ㸪༓ⴥᕷ⛉Ꮫ㤋࡛୙ྍ⬟❧యࡢㅮ₇࡜ᕤసᩍᐊ 2012 ᖺ 3 ᭶ 24 ᪥yᮡཎཌྜྷ㸪ᒣ᲍┴⛉Ꮫ㤋࡛㸪୙ྍ⬟❧యࡢㅮ₇࡜ᕤసᩍᐊ 2012 ᖺ 3 ᭶ 25 ᪥y͆ࠗ㘒ぬ࠘୙ᛮ㆟࡞ୡ⏺͇㸪Ꮚ࡝ࡶ⛉Ꮫࢭࣥࢱ࣮࣭ࣁࢳࣛ࣎ࡢࣁࢳࢠ࣮࡛ࣕࣛࣜ㸪ᮡཎཌྜྷ㸪ࡔࡲࡋ⤮❧య࣭୙ྍ⬟࣮ࣔࢩࣙࣥᒎ♧ 2012 ᖺ 3 ᭶ 23 ᪥㹼5 ᭶ 31 ᪥y͆ᐇ⏝໬ࡢࡓࡵࡢ⤒῭⌮ㄽࡢ㛤Ⓨ͇㸪ࠗ㌟ࡢᅇࡾࡢ⌧㇟ࢆᩘ⌮ࡢ┠࡛ぢࡿ࡜㸟 ̿⌧ྜྷᕝ‶㸪㇟ᩘ⌮Ꮫࡢ᪂ᒎ㛤̿ (᫂἞኱Ꮫ⏕⏣ᅗ᭩㤋 Gallery ZERO࠘ 2011 ᖺ 11 ᭶ 17 ᪥㹼28 ᪥y㣤ᆏ㐩ஓ㸪㟁ẼᏛ఍ࠕ෌⏕ྍ⬟࢚ࢿࣝࢠ࣮ฟຊண ᢏ⾡ㄪᰝᑓ㛛ጤဨ఍ࠖጤဨy͆Ꮫࡧయ㦂ࣇ࢙࢔͇
㸪࣐ࢼࣅࢤ࣮ࢺ 2011㸪᭱ඛ➃◊✲ࠕ㘒ぬయ㦂ࠖࣈ࣮ࢫ
Amy Poh Ai Ling㸪
ࢆฟᒎ㸴㸬ᣐⅬࡢ⟶⌮࣭㐠Ⴀ࡟㛵ࡍࡿጤဨ఍
㸦㸯㸧ࢢ࣮ࣟࣂࣝ㹁㹍㹃ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧᥎㐍ጤဨ఍ጤဨ㛗 㔪㇂ᩄኵ

Ꮫ㛗ࡀᣦྡࡍࡿ๪Ꮫ㛗ጤဨ ୕ᮧᫀὈ

ᣐⅬ࣮ࣜࢲ࣮࣭ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺᡤ㛗ጤဨ ྜྷᮧṊᙪ኱Ꮫ㝔㛗

ጤဨ ᘅᨻᖾ⏕Ꮫ㛗ࡀᣦྡࡍࡿᏛ㛗ᐊᑓ㛛ဨጤဨ ᅵᒇ୍㞝◊✲௻⏬᥎㐍ᮏ㒊㛗ጤဨ ୕ᮌ୍㑻኱Ꮫ㝔⌮ᕤᏛ◊✲⛉㛗ጤဨ ᐑ⭜ဴ㞝኱Ꮫ㝔㛗ࡀᣦྡࡍࡿ኱Ꮫ㝔ᩍົ୺௵

ጤဨ ᚋ⸨ᅄ㑻ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ๪ᡤ㛗ጤဨ ྥẊᨻ⏨ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ๪ᡤ㛗ጤဨ Ⲩᕝ⸅

ᣐⅬ࣮ࣜࢲ࣮ࡀᣦྡࡍࡿ஦ᴗ᥎㐍ᢸᙜ⪅ጤဨ ୖᒣ኱ಙ

ᣐⅬ࣮ࣜࢲ࣮ࡀᣦྡࡍࡿ஦ᴗ᥎㐍ᢸᙜ⪅ጤဨ ᑠᯘு

ᣐⅬ࣮ࣜࢲ࣮ࡀᣦྡࡍࡿ஦ᴗ᥎㐍ᢸᙜ⪅ጤဨ ᚚᏊᰘ༤

ᩍᏛ௻⏬㒊㛗ጤဨ 㧘ᒣⱱᶞ

◊✲᥎㐍㒊㛗➨  ᅇ᪥ ᫬ ᖺ  ᭶  ᪥㸦ᮌ㸧 ᫬  ศ࠿ࡽሙ ᡤ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋ $ 㤋  㝵 $ ఍㆟ᐊ➨  ᅇ᪥ ᫬ ᖺ  ᭶  ᪥㸦ᮌ㸧 ᫬  ศ࠿ࡽሙ ᡤ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋ $ 㤋  㝵 $ ఍㆟ᐊ➨  ᅇ᪥ ᫬ ᖺ  ᭶  ᪥㸦ᮌ㸧 ᫬  ศ࠿ࡽሙ ᡤ⏕⏣࢟ࣕࣥࣃࢫ➨஧ᰯ⯋ $ 㤋  㝵 $ ఍㆟ᐊ➨  ᅇ᪥ ᫬ ᖺ  ᭶  ᪥㸦ᮌ㸧 ᫬  ศ࠿ࡽሙ ᡤ⏕⏣࢟ࣕࣥࣃࢫ୰ኸᰯ⯋  㝵➨஧఍㆟ᐊ䠄䠎䠅㻌 ᫂἞኱Ꮫࢢ࣮ࣟࣂࣝ㹁㹍㹃ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧᥎㐍ጤဨ఍せ⥘㸰㸮㸮㸶ᖺ㸵᭶㸰㸷᪥ไᐃ㸰㸮㸮㸶ᖺᗘ౛つ➨㸯㸱ྕ 㸦┠ⓗཬࡧタ⨨㸧➨㸯᮲ ᫂἞኱Ꮫ࡟࠾ࡅࡿᩥ㒊⛉Ꮫ┬ࢢ࣮ࣟࣂࣝ㹁㹍㹃ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧㸦௨ୗࠕࣉࣟࢢ࣒ࣛࠖ࡜࠸࠺ࠋ
㸧ࡢ஦ᴗィ⏬ࢆ⟇ᐃࡍࡿ࡜࡜ࡶ࡟㸪ࡑࡢ᥎㐍ࡢࡓࡵ࡟ᚲせ࡞஦㡯ࢆ᳨ウࡍࡿࡇ࡜࡟ࡼࡾ㸪ᅜ㝿ⓗ࡟༟㉺ࡋࡓᩍ⫱◊✲ᣐⅬࡢᙧᡂࢆᅗࡿࡇ࡜ࢆ┠ⓗ࡜ࡋ࡚㸪Ꮫ㛗ࡢୗ࡟㸪᫂἞኱Ꮫࢢ࣮ࣟࣂࣝ㹁㹍㹃ࣉࣟࢢ࣒ࣛ㸦⌧㇟ᩘ⌮Ꮫࡢᙧᡂ࡜Ⓨᒎ㸧᥎㐍ጤဨ఍㸦௨ୗࠕጤဨ఍ࠖ࡜࠸࠺ࠋ㸧ࢆタ⨨ࡍࡿࠋ 㸦௵ົ㸧➨㸰᮲ ጤဨ఍ࡣ㸪๓᮲ࡢ┠ⓗࢆ㐩ᡂࡍࡿࡓࡵ㸪ḟ࡟ᥖࡆࡿ஦㡯ࢆ௵ົ࡜ࡍࡿࠋ  ࣉࣟࢢ࣒ࣛࡢᣐⅬᙧᡂィ⏬ࡢ᥎㐍࡟㛵ࡍࡿ஦㡯  ࣉࣟࢢ࣒ࣛࡢேᮦ⫱ᡂ࡟㛵ࡍࡿ஦㡯  ࣉࣟࢢ࣒ࣛࡢᩍ⫱◊✲࡟㛵ࡍࡿ஦㡯  ࣉࣟࢢ࣒ࣛࡢᣐⅬࡢタ⨨ཬࡧ㐠Ⴀ࡟㛵ࡍࡿ஦㡯  ࡑࡢ௚ጤဨ఍ࡀᚲせ࡜ㄆࡵࡓ஦㡯㸦⤌⧊㸧➨㸱᮲ ጤဨ఍ࡣ㸪ḟ࡟ᥖࡆࡿጤဨࢆࡶࡗ࡚ᵓᡂࡍࡿࠋ  Ꮫ㛗ࡀᣦྡࡍࡿ๪Ꮫ㛗                    㸯ྡ  ࣉࣟࢢ࣒ࣛᣐⅬ࣮ࣜࢲ࣮㸦ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺᡤ㛗㸧 㸯ྡ  ኱Ꮫ㝔㛗                          㸯ྡ  Ꮫ㛗ࡀᣦྡࡍࡿᏛ㛗ᐊᑓ㛛ဨ               㸯ྡ  ◊✲௻⏬᥎㐍ᮏ㒊㛗                   㸯ྡ  ኱Ꮫ㝔⌮ᕤᏛ◊✲⛉㛗                  㸯ྡ  ኱Ꮫ㝔㛗ࡀᣦྡࡍࡿ኱Ꮫ㝔ᩍົ୺௵            㸯ྡ  ඛ➃ᩘ⌮⛉Ꮫ࢖ࣥࢫࢸ࢕ࢸ࣮ࣗࢺ๪ᡤ㛗          㸰ྡ  ࣉࣟࢢ࣒ࣛᣐⅬ࣮ࣜࢲ࣮ࡀᣦྡࡍࡿ஦ᴗ᥎㐍ᢸᙜ⪅     㸱ྡ ᩍᏛ௻⏬㒊㛗ཬࡧ◊✲᥎㐍㒊㛗              㸰ྡ㸰 ጤဨࡢ௵ᮇࡣ㸪⫋ົୖጤဨ࡟࡞ࡿ⪅ࢆ㝖ࡁ㸪㸰ᖺ࡜ࡍࡿࠋࡓࡔࡋ㸪⿵Ḟࡢጤဨࡢ௵ᮇࡣ㸪๓௵⪅ࡢṧ௵ᮇ㛫࡜ࡍࡿࠋ㸱 ጤဨࡣ㸪෌௵ࡉࢀࡿࡇ࡜ࡀ࡛ࡁࡿࠋ
㸦ጤဨ㛗ཬࡧ๪ጤဨ㛗㸧➨㸲᮲ ጤဨ఍࡟㸪ጤဨ㛗ཬࡧ๪ጤဨ㛗ྛ㸯ྡࢆ⨨ࡃࠋ㸰 ጤဨ㛗ཬࡧ๪ጤဨ㛗ࡣ㸪๓᮲➨㸯㡯ࡢጤဨࡢ࠺ࡕ࠿ࡽᏛ㛗ࡀᣦྡࡍࡿࠋ㸱 ጤဨ㛗ࡣ㸪఍ົࢆ⥲⌮ࡋ㸪఍㆟ࡢ㆟㛗࡜࡞ࡿࠋ㸲 ๪ጤဨ㛗ࡣ㸪ጤဨ㛗ࢆ⿵బࡋ㸪ጤဨ㛗࡟஦ᨾ࠶ࡿ࡜ࡁࡣ㸪ࡑࡢ⫋ົࢆ௦⾜ࡍࡿࠋ 㸦఍㆟㸧➨㸳᮲ ጤဨ఍ࡣ㸪ᚲせ࡟ᛂࡌ㸪ጤဨ㛗ࡀᣍ㞟ࡍࡿࠋ㸰 ጤဨ఍ࡣ㸪ጤဨࡢ㐣༙ᩘࡀฟᖍࡋ࡞ࡅࢀࡤ㸪఍㆟ࢆ㛤ࡁ㸪㆟Ỵࡍࡿࡇ࡜ࡀ࡛ࡁ࡞࠸ࠋ㸱 ጤဨ఍ࡢ㆟஦ࡣ㸪ฟᖍጤဨࡢ㐣༙ᩘ࡛ࡇࢀࢆỴࡋ㸪ྍྰྠᩘࡢ࡜ࡁࡣ㸪ጤဨ㛗ࡢỴࡍࡿ࡜ࡇࢁ࡟ࡼࡿࠋ㸲 ጤဨ఍ࡣ㸪ᚲせ࡟ᛂࡌ࡚㸪ጤဨ௨እࡢ⪅ࢆ఍㆟࡟ฟᖍࡉࡏ㸪ពぢࢆồࡵࡿࡇ࡜ࡀ࡛ࡁࡿࠋ 㸦ศ⛉఍㸧➨㸴᮲ ጤဨ㛗ࡀᚲせ࡜ㄆࡵࡿ࡜ࡁࡣ㸪ጤဨ఍࡟ศ⛉఍ࢆタ⨨ࡍࡿࡇ࡜ࡀ࡛ࡁࡿࠋ㸰 ศ⛉఍࡟㛵ࡋᚲせ࡞஦㡯ࡣ㸪ጤဨ㛗ࡀጤဨ఍ࡢྠពࢆᚓ࡚㸪ࡇࢀࢆᐃࡵࡿࠋ 㸦஦ົ㸧➨㸵᮲ ጤဨ఍࡟㛵ࡍࡿ஦ົࡣ㸪ᩍᏛ௻⏬㒊ࢢ࣮ࣟࣂࣝ㹁㹍㹃᥎㐍஦ົᐊࡀ⾜࠸㸪㛵ಀ㒊⨫ࡀࡇࢀ࡟༠ຊࡍࡿࡶࡢ࡜ࡍࡿࠋ 㸦せ⥘ࡢᨵᗫ㸧➨㸶᮲ ࡇࡢせ⥘ࢆᨵᗫࡍࡿ࡜ࡁࡣ㸪ጤဨ఍ࡢ㆟ࢆ⤒࡞ࡅࢀࡤ࡞ࡽ࡞࠸ࠋ 㸦㞧๎㸧➨㸷᮲ ࡇࡢせ⥘࡟ᐃࡵࡢ࡞࠸஦㡯ࡣ㸪ጤဨ㛗ࡀጤဨ఍ࡢྠពࢆᚓ࡚㸪ࡇࢀࢆᐃࡵࡿࡇ࡜ࡀ࡛ࡁࡿࠋ   㝃 ๎㸦㸰㸮㸮㸶ᖺᗘ౛つ➨㸯㸱ྕ㸧 㸦᪋⾜ᮇ᪥㸧㸯 ࡇࡢせ⥘ࡣ㸪㸰㸮㸮㸶ᖺ㸦ᖹᡂ㸰㸮ᖺ㸧㸵᭶㸱㸮᪥࠿ࡽ᪋⾜ࡍࡿࠋ 㸦ጤဨࡢ௵ᮇࡢ≉౛㸧㸰 ࡇࡢせ⥘ࡢ᪋⾜ᚋ㸪᭱ึ࡟௵࿨ࡉࢀࡿ➨㸱᮲➨㸯㡯➨㸯ྕ㸪➨㸲ྕ㸪➨㸵ྕཬࡧ➨㸷ྕࡢጤဨࡢ௵ᮇࡣ㸪ྠ᮲➨㸰㡯ᮏᩥࡢつᐃ࡟࠿࠿ࢃࡽࡎ㸪㸰㸮㸯㸮ᖺ㸦ᖹᡂ㸰㸰ᖺ㸧㸱᭶㸱㸯᪥ࡲ࡛࡜ࡍࡿࠋ
㸦㏻㐩➨㸯㸵㸰㸯ྕ㸧   㝃 ๎㸦㸰㸮㸮㸷ᖺᗘ౛つ➨㸷ྕ㸧 ࡇࡢせ⥘ࡣ㸪㸰㸮㸮㸷ᖺ㸦ᖹᡂ㸰㸯ᖺ㸧㸴᭶㸯㸮᪥࠿ࡽ᪋⾜ࡋ㸪ᨵṇᚋࡢつᐃࡣ㸪ྠᖺ㸲᭶㸰㸰᪥࠿ࡽ㐺⏝ࡍࡿࠋ
㸦㏻㐩➨㸯㸶㸮㸶ྕ㸧㸦ὀ ஦ົᶵᵓ➨஧ḟぢ┤ࡋ࡟ࡼࡿ㒊⨫ྡ⛠➼ࡢኚ᭦࡟క࠺ᨵṇ㸧   㝃 ๎㸦㸰㸮㸯㸮ᖺᗘ౛つ➨㸰ྕ㸧 ࡇࡢせ⥘ࡣ㸪㸰㸮㸯㸮ᖺ㸦ᖹᡂ㸰㸰ᖺ㸧㸳᭶㸰㸴᪥࠿ࡽ᪋⾜ࡋ㸪ᨵṇᚋࡢつᐃࡣ㸪ྠᖺ㸲᭶㸯᪥࠿ࡽ㐺⏝ࡍࡿࠋ
㸦㏻㐩➨㸯㸷㸯㸰ྕ㸧㸦ὀ ◊✲⛉ጤဨ㛗ࡢྡ⛠ኚ᭦࡟క࠺ᨵṇ㸧㻌