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ZK3O402wf1c | Hi. | 8.711 | 0.499 |
ZK3O402wf1c | This is the first lecture
in MIT's course 18.06, | 9.21 | 5.02 |
ZK3O402wf1c | linear algebra, and
I'm Gilbert Strang. | 14.23 | 5.2 |
ZK3O402wf1c | The text for the
course is this book, | 19.43 | 4.01 |
ZK3O402wf1c | Introduction to Linear Algebra. | 23.44 | 2.63 |
ZK3O402wf1c | And the course web page, which
has got a lot of exercises from | 26.07 | 6.659 |
ZK3O402wf1c | the past, MatLab codes, the
syllabus for the course, | 32.729 | 5.741 |
ZK3O402wf1c | is web.mit.edu/18.06. | 38.47 | 5.59 |
ZK3O402wf1c | And this is the first
lecture, lecture one. | 44.06 | 3.29 |
ZK3O402wf1c | So, and later we'll give the
web address for viewing these, | 49.92 | 5.57 |
ZK3O402wf1c | videotapes. | 55.49 | 1.78 |
ZK3O402wf1c | Okay, so what's in
the first lecture? | 57.27 | 1.93 |
ZK3O402wf1c | This is my plan. | 62.68 | 2.85 |
ZK3O402wf1c | The fundamental problem
of linear algebra, | 65.53 | 3.81 |
ZK3O402wf1c | which is to solve a system
of linear equations. | 69.34 | 4.54 |
ZK3O402wf1c | So let's start
with a case when we | 73.88 | 2.33 |
ZK3O402wf1c | have some number of equations,
say n equations and n unknowns. | 76.21 | 5.23 |
ZK3O402wf1c | So an equal number of
equations and unknowns. | 81.44 | 2.38 |
ZK3O402wf1c | That's the normal, nice case. | 83.82 | 3.04 |
ZK3O402wf1c | And what I want to do is --
with examples, of course -- | 86.86 | 5.01 |
ZK3O402wf1c | to describe, first, what
I call the Row picture. | 91.87 | 5.36 |
ZK3O402wf1c | That's the picture of
one equation at a time. | 97.23 | 3.64 |
ZK3O402wf1c | It's the picture you've
seen before in two | 100.87 | 3.11 |
ZK3O402wf1c | by two equations
where lines meet. | 103.98 | 2.37 |
ZK3O402wf1c | So in a minute, you'll
see lines meeting. | 106.35 | 3.11 |
ZK3O402wf1c | The second picture,
I'll put a star | 109.46 | 2.77 |
ZK3O402wf1c | beside that, because that's
such an important one. | 112.23 | 2.84 |
ZK3O402wf1c | And maybe new to you is the
picture -- a column at a time. | 115.07 | 6.53 |
ZK3O402wf1c | And those are the rows
and columns of a matrix. | 121.6 | 3.84 |
ZK3O402wf1c | So the third -- the algebra
way to look at the problem is | 125.44 | 3.53 |
ZK3O402wf1c | the matrix form and using
a matrix that I'll call A. | 128.97 | 4.82 |
ZK3O402wf1c | Okay, so can I do an example? | 133.79 | 3.7 |
ZK3O402wf1c | The whole semester will be
examples and then see what's | 137.49 | 5.93 |
ZK3O402wf1c | going on with the example. | 143.42 | 1.69 |
ZK3O402wf1c | So, take an example. | 145.11 | 2.88 |
ZK3O402wf1c | Two equations, two unknowns. | 147.99 | 2.44 |
ZK3O402wf1c | So let me take 2x
-y =0, let's say. | 150.43 | 7.86 |
ZK3O402wf1c | And -x 2y=3. | 158.29 | 7.06 |
ZK3O402wf1c | Okay. | 165.35 | 1.18 |
ZK3O402wf1c | let me -- I can even
say right away -- | 166.53 | 4.15 |
ZK3O402wf1c | what's the matrix, that is,
what's the coefficient matrix? | 170.68 | 6.97 |
ZK3O402wf1c | The matrix that involves
these numbers -- | 177.65 | 2.94 |
ZK3O402wf1c | a matrix is just a
rectangular array of numbers. | 180.59 | 4.6 |
ZK3O402wf1c | Here it's two rows and
two columns, so 2 and -- | 185.19 | 4.42 |
ZK3O402wf1c | minus 1 in the first row minus
1 and 2 in the second row, | 189.61 | 4.81 |
ZK3O402wf1c | that's the matrix. | 194.42 | 2.28 |
ZK3O402wf1c | And the right-hand
-- the, unknown -- | 196.7 | 4.91 |
ZK3O402wf1c | well, we've got two unknowns. | 201.61 | 1.48 |
ZK3O402wf1c | So we've got a vector, with
two components, x and y, | 203.09 | 4.28 |
ZK3O402wf1c | and we've got two right-hand
sides that go into a vector | 207.37 | 3.78 |
ZK3O402wf1c | 0 3. | 211.15 | 1.79 |
ZK3O402wf1c | I couldn't resist writing
the matrix form, right -- | 212.94 | 5.32 |
ZK3O402wf1c | even before the pictures. | 218.26 | 2.79 |
ZK3O402wf1c | So I always will think
of this as the matrix A, | 221.05 | 3.98 |
ZK3O402wf1c | the matrix of coefficients,
then there's a vector of | 225.03 | 4.41 |
ZK3O402wf1c | unknowns. | 229.44 | 0.59 |
ZK3O402wf1c | Here we've only
got two unknowns. | 230.03 | 1.76 |
ZK3O402wf1c | Later we'll have any
number of unknowns. | 231.79 | 2.31 |
ZK3O402wf1c | And that vector of
unknowns, well I'll often -- | 234.1 | 3.52 |
ZK3O402wf1c | I'll make that x -- | 237.62 | 2.2 |
ZK3O402wf1c | extra bold. | 239.82 | 1.33 |
ZK3O402wf1c | A and the right-hand
side is also a vector | 241.15 | 3.7 |
ZK3O402wf1c | that I'll always call b. | 244.85 | 3.38 |
ZK3O402wf1c | So linear equations are A
x equal b and the idea now | 248.23 | 5.56 |
ZK3O402wf1c | is to solve this
particular example | 253.79 | 3.03 |
ZK3O402wf1c | and then step back to
see the bigger picture. | 256.82 | 4.12 |
ZK3O402wf1c | Okay, what's the picture for
this example, the Row picture? | 260.94 | 3.69 |
ZK3O402wf1c | Okay, so here comes
the Row picture. | 264.63 | 2.11 |
ZK3O402wf1c | So that means I take
one row at a time | 270.21 | 2.68 |
ZK3O402wf1c | and I'm drawing
here the xy plane | 272.89 | 5.63 |
ZK3O402wf1c | and I'm going to plot
all the points that | 278.52 | 5.47 |
ZK3O402wf1c | satisfy that first equation. | 283.99 | 3.87 |
ZK3O402wf1c | So I'm looking at all the
points that satisfy 2x-y =0. | 287.86 | 5.26 |
ZK3O402wf1c | It's often good to start with
which point on the horizontal | 293.12 | 5.88 |
ZK3O402wf1c | line -- on this horizontal
line, y is zero. | 299 | 3.48 |
ZK3O402wf1c | The x axis has y as zero and
that -- in this case, actually, | 302.48 | 4.03 |
ZK3O402wf1c | then x is zero. | 306.51 | 1.21 |
ZK3O402wf1c | So the point, the origin -- | 307.72 | 3.51 |
ZK3O402wf1c | the point with coordinates
(0,0) is on the line. | 311.23 | 5.33 |
ZK3O402wf1c | It solves that equation. | 316.56 | 1.73 |
ZK3O402wf1c | Okay, tell me in -- well,
I guess I have to tell you | 318.29 | 4.05 |
ZK3O402wf1c | another point that solves
this same equation. | 322.34 | 4.64 |
ZK3O402wf1c | Let me suppose x is one,
so I'll take x to be one. | 326.98 | 5.11 |
ZK3O402wf1c | Then y should be two, right? | 332.09 | 2.84 |
ZK3O402wf1c | So there's the point one two
that also solves this equation. | 334.93 | 5.32 |
ZK3O402wf1c | And I could put in more points. | 340.25 | 2.59 |
ZK3O402wf1c | But, but let me put
in all the points | 342.84 | 2.88 |
ZK3O402wf1c | at once, because they all
lie on a straight line. | 345.72 | 5.09 |
ZK3O402wf1c | This is a linear equation
and that word linear | 350.81 | 2.73 |
ZK3O402wf1c | got the letters | 353.54 | 0.77 |
ZK3O402wf1c | Okay, thanks. for line in it. | 354.31 | 2.45 |
ZK3O402wf1c | That's the equation --
this is the line that ... | 356.76 | 3 |
ZK3O402wf1c | of solutions to 2x-y=0 my
first row, first equation. | 359.76 | 8.93 |
ZK3O402wf1c | So typically, maybe, x equal
a half, y equal one will work. | 368.69 | 5.37 |
ZK3O402wf1c | And sure enough it does. | 374.06 | 1.6 |
ZK3O402wf1c | Okay, that's the first one. | 375.66 | 1.94 |
ZK3O402wf1c | Now the second one is not
going to go through the origin. | 377.6 | 5.15 |
ZK3O402wf1c | It's always important. | 382.75 | 1.64 |
ZK3O402wf1c | Do we go through
the origin or not? | 384.39 | 2.51 |
ZK3O402wf1c | In this case, yes, because
there's a zero over there. | 386.9 | 3.12 |