Patent Abstract:
The present invention is systems and methods for matching desired purchases and sales of mis-matched items. These systems and methods compare the requirements of potential buyers and sellers of items against those of sets of other potential buyers and sellers of items to construct transaction sets that will enable an optimal transaction or set of transactions for the parties involved. The present invention may be used to match purchases and sales of any items, such as goods, services, financial instruments, and property interests (e.g., ownership interests in real property, possessory interests in personal property, etc.).

Full Description:
CROSS REFERENCE TO RELATED APPLICATION  
       [0001]    This application claims the benefit of U.S. Provisional Patent Application No. 60/176,200 filed Jan. 14, 2000. 
     
    
     BACKGROUND OF THE INVENTION 
       [0002]    The present invention is systems and methods for matching desired purchases and sales of mis-matched items, such as goods, services, financial instruments, and property interests. 
         [0003]    Frequently, it is desirable to purchase or sell items with particular traits that may not commonly be found in the open market. Examples of such items include financial instruments, such as Non-Deliverable Forward Spreads (NDFSs), Forward Rate Agreements (FRAs), and Treasury/Agency Bond Swaps, and property interests, such as time-share rights in vacation properties and airplanes. An NDFS is a contract to buy one currency on a near date and sell another at a predetermined forward time on a far date, where the contract is settled at the maturity time by means of a cash settlement in U.S. Dollars as defined by the difference between the contract price and the benchmark price (or index) that is applicable for that maturity date. An FRA is an agreement to borrow or lend currency on a particular near date in the future for a predetermined time until a particular far date. 
         [0004]    As a more particular example, in the case of a Forward Rate Agreement, a first party may have a near date of October 13th, a far date of October 27th, an amount of five million units of appropriate currency, and a price of 112 total points (i.e., 1.12%), and may desire to minimize the risk associated with that agreement by making a risk-offsetting agreement. A second party may desire to buy an FRA with a near date of October 13th, a far date of October 15th, an amount of five million units of the appropriate currency, and a price of 16 total points, and a third party may desire to buy an FRA with a near date of October 15th, a far date of October 27th, an amount of five million units of the appropriate currency, and a price of 96 total points. In this scenario, it would be desirable to be able to match the buying and selling requirements of each of the parties so that the desired transactions could be completed. 
         [0005]    Similarly, consider the case of time-share rights in a vacation property. A first party may own the rights to possession of the property from July 1st through July 15th, and may desire to sell the rights to that property as a single block. A second party may desire to purchase only the rights in that property for the period from July 1st through July 7th, and a third party may desire to purchase only the rights in that property for the period from July 8th through July 15th. In such a scenario, neither the second party nor the third party may be willing to purchase the rights in the property for the entire period from July 1st through July 15th because it is for more time than each desires. Also, in this scenario, the first party may by unwilling to initially sell the rights in the property to either the second party or the third party because of a fear that the rights in the property for the remaining time may hence go unsold. Thus, because the desires of the parties are unmatched, none of the parties can complete the transaction in the property. 
         [0006]    Obviously, the examples used to illustrate the matching difficulties in transferring items that are discussed above are fairly simple, and more complex scenarios could be contemplated by one of ordinary skill in the art, for example, such as a hypothetical case where a set of a dozen mis-matched purchases and sales of FRAs are desired. In such more complex scenarios, the principles of the present invention set forth below are equally applicable. 
         [0007]    In view of the foregoing, it is an object of this invention to provide systems and methods for matching desired purchases and sales of mis-matched items. 
       SUMMARY OF THE INVENTION 
       [0008]    In accordance with the principles of the present invention, systems and methods for matching desired purchases and sales of mis-matched items are provided. These systems and methods compare the requirements of potential buyers and sellers of items against those of sets of other potential buyers and sellers of items to construct transaction sets that will enable an optimal transaction or set of transactions for the parties involved. The present invention may be used to match purchases and sales of any items, such as goods, services, financial instruments, and property interests (e.g., ownership interests in real property, possessory interests in personal property, etc.). 
         [0009]    In one embodiment of the present invention, a potential buyer or seller is first asked to identify an item that the party wishes to buy or sell. This identification may include information which can uniquely identify the item, and describe traits and parameters of the item. For example, with an NDFS, the party may identify that the NDFS has a given near date trait, a given far date trait, and a particular market convention parameter. The market convention may be fixing days, settlement days, average days, or any suitable day count convention. The party may also indicate the price parameter (based upon price per day, total bid/offer, or yield curve, for example), the amount parameter, and whether the party intends to buy or sell. 
         [0010]    Next the party could indicate customer preferences such as counter-parties with which the customer wishes not to trade, counter-parties with which the customer will only trade, the maximum number of ways in which the customer would like matches to be generated, tolerances on the matching of the prices, whether to limit the matches reported to the party to those with the maximum price benefit to the party, with the maximum amount matching, with the minimum time gaps, or any other suitable preferences. 
         [0011]    Then, from the information entered, the systems and methods may generate modified traits for the item. In the example above, this may include dates associated with the NDFS, such as dates for valid business days for the requested market convention. Once this and any other required data is generated, the systems and methods may then execute the matching process. In the matching process, traits and modified traits (e.g., buy and sell dates) may be classified into groups (e.g., based upon date position and whether the dates are buy or sell dates), and then sorted. Also, the traits may be converted into other traits to facilitate matching. For example, to facilitate matching between NDFSs with differing date conventions, the present invention may convert the buy and sell dates to dates in a standard convention or to dates in another convention prior to matching. Traits (e.g., buy dates) of items are then matched with corresponding or substantially corresponding traits (e.g., sell dates) of other items, and a list of potential combinations of transaction matches is established to achieve the desired transaction. Finally, the matches may be manually or automatically transacted, and those transactions may be confirmed as having been completed. 
     
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         [0012]    Further features of the invention, its nature and various advantages will be more apparent from the following detailed description of the preferred embodiments, taken in conjunction with the accompanying drawings, in which like reference characters refer to like parts throughout, and in which: 
           [0013]      FIGS. 1 ,  3 ,  9 , and  16  are illustrations of switch entry and matching settings displays that may be generated in accordance with certain embodiments of the present invention; 
           [0014]      FIG. 2  is an illustration of a customer information entry display that may be generated in accordance with one embodiment of the present invention; 
           [0015]      FIGS. 4 ,  5 ,  7 ,  11 , and  17  are illustrations of switch listing displays that may be generated in accordance with certain embodiments of the present invention; 
           [0016]      FIGS. 6 ,  8 ,  10 , and  12 - 15  are illustrations of match listing displays that may be generated in accordance with certain embodiments of the present invention; 
           [0017]      FIG. 18  is an illustration of a match transaction confirmation display in accordance with one embodiment of the present invention; 
           [0018]      FIG. 19  is a flow diagram of a process that may be used to perform the functions illustrated in  FIGS. 1-18  in accordance with certain embodiments of the present invention; 
           [0019]      FIG. 20  is a flow diagram of a process for matching for proposing items to complete matches (i.e., a solver) in accordance with one embodiment of the present invention; 
           [0020]      FIG. 21  is a table illustrating a data structure that may be used in a matching process in accordance with one embodiment of the present invention; and 
           [0021]      FIG. 22  is a block diagram of a system that may be used to implement the processes and functions illustrated in  FIGS. 1-21  in accordance with certain embodiments of the present invention. 
       
    
    
     DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS 
       [0022]    The present invention is now described in more detail in conjunction with preferred embodiments which are illustrated in  FIGS. 1-22 . 
         [0023]    Turning to  FIGS. 1-18 , examples of screen displays that may be presented in certain embodiments of the present invention are illustrated.  FIG. 1  illustrates an “Input FRA Switch Deal” window  100 . In this window, a party can enter information regarding an FRA switch that the party desires to buy or sell. As can be seen, this information may include an identifier  102 , a customer name  104 , whether the party wants to buy or sell  106 , one or more near dates  108 , one or more far dates  110 , a currency  112 , an amount  114 , a price convention  116 , whether the price is based on points per day or total points ifs, whether to use a default price  120 , buy and sell prices  122  if a default price is not to be used, the status  124  of the FRA for matching (i.e., whether it is available to be matched (live), no longer available to be matched (pending), or being removed from the matching system (deleted)), and any comments  126 . Also within window  100 , a party can use buttons  128  to reset or clear window  100 , present a list of FRA switch identifiers for switches entered into the matching system, insert the display switch as a new switch, modify an entered switch with changes made in window  100 , delete the displayed switch, or import switch information from another application or a file. To get switch information for a particular switch, a party can search for the switch by entering a switch&#39;s identifier in find field  130 . Once found, the switch&#39;s information will be displayed in window  100 . 
         [0024]    The party can also enter limits for the matching process, enter filters and settings that modify how the matches are generated and displayed, initiate the matching process, view switches entered in the system, and generate switch match reports using a “Generate FRA Switches List” window  132  that is also shown in  FIG. 1 . Limits may include a range of match dates  134 , a limit on the number of ways matches are formed  136 , and whether to allow the same party to participate in a match twice (yes), prohibit the same party from participating in a match twice (no), or prohibit the same party from having matching buy and sell dates in a match (mod)  138 . Filters include a tolerance on the match price  140 , whether a minimum amount per matching transaction is required  142 , whether to exclude certain counter-parties  144 , whether to include only certain counter-parties  146 , whether certain other rules  148  apply (such as whether to rank matches based upon which matches would transact the maximum amount (maximum amount rule), which matches involve the maximum number of customers (a maximum fills rule), which matches give the best price matching (a minimum spreads rule), and which matches give the largest commission), and whether to solve potential matches  150  by looking for FRAs that can be created to enable one or more matches to occur or that can be created to form a match that will provide a benefit that wouldn&#39;t have otherwise existed. The default buy and sell prices for those switches that are designated as using default pricing using entry  120  may be entered by the operator in field  152 . Matching may be initiated by pressing button  154 . A list of switches and the corresponding switch information, such as that displayed in  FIG. 5 , may be displayed by pressing button  156 . Finally, a report of switch matches, such as that in  FIG. 6 , may be generated by pressing button  158 . Another illustration of these windows is shown in  FIG. 3 . 
         [0025]    Although not shown in  FIG. 1 , the present invention may also enable a party to specify whether the execution of any proposed matches containing one or more switches is conditional upon the simultaneous, prior, or subsequent execution of proposed matches containing one or more other switches. For example, a party may only be willing to execute matches when at least five of a set of ten switches that that party would like to match are in fact matched. In such a case, when given the option to execute matches, a user of the present invention may be required to indicate that that user would like to execute matches containing all of the required switches before any of matches containing those switches is executed. 
         [0026]    Also, although a particular set of matching limits, filters, and settings are shown, the present invention may be implemented with any suitable additional or alternative limits, filters, and/or settings. 
         [0027]      FIG. 4  shows a partial view of a display of switches entered into one embodiment of the present invention. As can be seen, a summary  400  of the FRA switch information that was entered into window  100  of  FIG. 3  is displayed. Also, displayed is an indication of the day count  402  for each price convention given the appropriate holidays, etc., and a total price  404  given the day count  402  and price  122  for the switch ( FIG. 3 ). 
         [0028]    As shown in  FIG. 2 , an “Input FRA Customer Info” window  200  is illustrated. The information entered in this window may include a customer identifier  202 , a full customer name  204 , an abbreviated customer name  206 , a minimum amount of currency per transaction  208 , a list of excluded counter-parties  210  and  212 , a status for the customer  214  (active or suspended), a customer contact  216 , a customer phone number  218 , and any comments  220 . Using buttons  222 , a party may reset or clear the information displayed in window  200 , enter the information in window  200  as a new customer, modify an existing customer with the information displayed in window  200 , delete the customer corresponding to the displayed information, or view a list of customer identifiers. To retrieve a customer&#39;s information, a party may enter the customer&#39;s identifier in field  202  and press the “Find” hypertext  224 . To return to the display of  FIG. 1 , a party may press “Go To Switch Match” hypertext  226 . 
         [0029]      FIG. 5  shows a more complete view  500  of the display of switches entered into the embodiment of the present invention that is illustrated in  FIG. 4 . As shown, four switches  502 ,  504 ,  506 , and  508  have been entered. By pressing “MATCH” hypertext  510 , a party can initiate matching on the four switches in the system. The party can also delete one or more switches by selecting the switch in column  518  and pressing “DELETE” hypertext  512 . The party can sort the list based upon the characteristic in any of the columns displayed by pressing the corresponding column heading hypertext  516 . Advanced sorting that may involve sorting by the characteristics of multiple columns may be effected by pressing the “ADVANCED SORT” hypertext  514 . 
         [0030]    As shown by the arrows  520  displayed in  FIG. 5 , when matching is performed on switches  502 ,  504 , and  506 , these switches will form a transaction match. This fact is more clearly shown in  FIG. 6 . As illustrated, these switches form match “M 01 ” as indicated in fields  602 ,  604 ,  606 , and  608 . Column  610  indicates that the switches in match “M 01 ” have a net price differential of zero because the combined two buy prices  612  and  614  match the sell price  616 . Also shown in  FIG. 6  is the fact that switch  618  cannot be matched with any other of the switches entered into the matching system.  FIG. 6  further illustrates that after a match has been transacted, the present invention may confirm the transaction as shown in portion  620 . 
         [0031]      FIG. 7  illustrates a larger list  702  of FRA switches to be matched than that shown in  FIG. 5 . Here the switches indicated by arrows  704 , i.e., switches  706 ,  708 , and  710 , form a matched set. As can be seen more easily in  FIG. 8 , these switches correspond as to their near and far dates and form a match “M 01 ”. As indicated in field  802 , this match represents an inverted market because the buyer (switch id.  000235 ) is willing to pay more (160) than the total that the sellers (switch ids.  000533  and  000550 ) are asking for (144). When there is such an inverted market, the present invention may provide the buyer with the benefit (i.e., give the buyer a price of 144), provide the sellers with the benefit (i.e., give the sellers a total price of 160), or split the price difference between the buyer and sellers using any suitable method (e.g., split the price difference evenly at 152). The present invention may alternatively use the value in the price difference to enable another switch to be added to the match (e.g., by extending the near or far date on one or more of the switches to allow other switches to participate in the match). 
         [0032]    As should be clear from the previous example, the present invention preferably does not require that the total buy and sell prices for the switches to match in order for a match to be formed. Nevertheless, the present invention could be implemented so that price matching, or matching of any other characteristic of the items, is required. 
         [0033]      FIG. 9  shows that a new FRA switch entry has the same parameters except for price as that in switch id.  000235  shown in  FIG. 8 . In this case, the present invention may determine which FRA switch takes priority when trying to match these switches with other switches in the matching system. As shown in portion  1002  of  FIG. 10 , the present invention may select switch id.  000235  because the switch has a higher buy price (i.e., the buyer is willing to pay more money). As shown in portion  1004  of  FIG. 10 , the present invention may also simply list all of the transaction matches and allow the user to select the desired match. As yet another possibility, the invention may base preference in selecting switches on order of entry. 
         [0034]      FIG. 11  shows yet another match list that could be analyzed by the present invention. As shown in  FIG. 12 , a variety of transaction matches  1202 ,  1204 ,  1206 ,  1208 , and  1210  (M 01 -M 05 ) can be constructed from this list. Also shown in column  1212  of  FIG. 12  are the other matches in which each particular switch indicated in the corresponding row would be used, and thus which matches are mutually exclusive. 
         [0035]    Turning to  FIG. 13 , it can be seen that for each of the switches with near and far date pairs shown, the number of “fixing days” or day count for the FRA switches are calculated as 3, 2, and 1 (see column “DC”  1302  to see that each switch is an “F” type date convention and column “S/F/B/A”  1304  to see that each day count is 3, 2, and 1 for “F”) for switches  1308 ,  1310 , and  1312 , respectively. In these FRA switches, because the price is set based upon points per day a per day amount of 8 points, the total price is calculated as 24, 16, and 8 points, respectively, as shown in column  1306 . Similarly, in  FIG. 14 , settlement days are used in the date convention shown in the “DC” column  1402 , and accordingly 6, 4, and 2 settlement days for each of switches  1408 ,  1410 , and  1412  are determined as being applicable as shown in column  1404 . Based on these numbers of settlement days, and the price being set at 8 points per settlement day, the switches have prices of 48, 32, and 16 points, respectively, as shown in column  1406 . Although the date convention for a matched set can be uniform as shown in  FIGS. 13 and 14 , the date conventions can also be entered in mixed formats and the present invention will calculate the corresponding prices and forms matches as shown in  FIG. 15 . 
         [0036]    Turning to  FIG. 16 , a switch with a default price entry selection is shown. More particularly, the switch is designated as using the default system price by having a check in box  120  of  FIG. 16 . When matching is performed on this switch, the present invention preferably will retrieve the appropriate price (in this example, the buy price) from the default buy and sell prices entered in fields  152 . In this way, many switches that all use a default price could be entered into a matching system in accordance with the present invention, and the market price can be easily submitted at the time of matching without having to manually adjust the price for each switch. As shown in column  1702  of  FIG. 17 , when multiple switches are displayed, each switch could be indicated as using the default price or not. In this case, an asterisk is present next to each price that is calculated using the default price. 
         [0037]    Once a party has viewed the various transaction matches generated by the present invention, the party could elect to transact a transaction match by clicking on the match id. hypertext  1502  shown in  FIG. 15 . Alternatively, qualifying matches could automatically be transacted by the present invention without requiring party intervention. After a match has been transacted, the customers involved in the transaction may be automatically notified using any suitable mechanism, such as email. Also after the match has been transacted, the invention may present a display  1800  such as that shown in  FIG. 18 . As illustrated, the matched switches in the match (switches  1802  and  1804 ) and a transaction date and time  1806  may be shown. A field  1808  may also be available to document notes relating to the transaction. The party may further be given an opportunity to reverse the transaction by selecting “UNMATCH” hypertext  1810 . 
         [0038]    As is evident from the illustrations above, with certain types of items, such as NDFSs and FRAs, the present invention can “break up” the legs associated with the items, and then match those legs in any way. For example, with an FRA where a party is obligated to deliver currency on a near date and then is entitled to receive currency on a far date, and that party wants to sell the obligations and entitlements under that FRA, the present invention can separate the obligation to deliver currency from the entitlement to receive currency. In such a case, for the obligation leg, the present invention may simply look for a corresponding leg in another item where a potential counter-party wants an obligation to deliver currency. And, for the entitlement leg, the present invention may simply look for a corresponding leg in the other item, or in yet another item, where the potential counter-party, or any other party, wants an entitlement to receive currency. 
         [0039]    One embodiment of a process  1900  that could be used to perform the functions illustrated in  FIGS. 1-18  is shown in  FIG. 19 . As can be seen, once process  1900  begins at step  1902 , the process displays a main menu at step  1904 . This main menu may include options to input a switch, input customer information, and initiate a matching process. At step  1906 , process  1900  determines if any of these options have been selected, and if so, process  1900  branches accordingly. If the option to input a switch is selected, the process branches to step  1908  where switch entry prompts and matching setting prompts may be displayed.  FIG. 1  illustrates an example of a screen that may be displayed at this point in process  1900 . Next, process  1900  receives inputs at step  1910 . These inputs may include responses to any of the prompts previously displayed at step  1908 . At step  1912 , the process determines whether matching has been selected, and, if so, process  1900  branches to step  1924  to perform the matching process. If matching has not been selected, however, process  1900  performs any other functions that may have been selected at step  1914 . These other functions may include finding a particular switch, resetting or clearing the prompts, listing entered switches, inserting a new switch, modifying an entered switch, deleting an entered switch, importing a switch, viewing the entered switches, or generating a report of the switches and/or matches. Once any functions may have been performed, process  1900  determines at step  1916  whether to return to the main menu or continuing receiving switch entries and match settings. If it is determined at step  1916  that the main menu is to be displayed, process  1900  branches back to step  1904 . Otherwise process  1900  branches to step  1908 . 
         [0040]    If the option to input customer information is determined to have been selected at step  1906 , process  1900  branches to step  1918  where customer information entry prompts may be displayed as illustrated in  FIG. 2 , for example. Next, at step  1919 , process  1900  receives inputs in response to the prompts displayed in step  1918 . Once these inputs have been received, any functions selected in response to these prompts may be performed at step  1920 . Such functions may include resetting or clearing the prompts displayed in step  1918 , inserting new customer information, modifying existing customer information, deleting existing customer information, viewing a list of entered pieces of customer information, and finding a particular customer&#39;s or set of customers&#39; information. Once this function has been performed, process  1900  determines whether to return to the main menu at step  1922 . If it is determined at step  1922  that the main menu is to be displayed, process  1900  branches back to step  1904 . Otherwise process  1900  branches to step  1918 . 
         [0041]    Finally, if the option to initiate the matching process is determined to have been selected at step  1906 , process  1900  may branch to step  1924  where the matching process may be performed as discussed above in connection with  FIGS. 1-18 . An example of a process for matching and for proposing items to complete matches (i.e., a solver) is shown in  FIG. 20 . Once the matching process has been completed, the match results may be displayed at step  1926  as illustrated in  FIGS. 6 ,  8 ,  10 , and  12 - 15 . After the match results have been displayed, process  1900  may execute one or more of the transaction matches at step  1928 . As is stated above, execution may be manually or automatically initiated. Once the matches have been executed, process  1900  may then confirm at step  1930  the transactions as shown in  FIG. 18 . This confirmation may include notifying the party running the matching process and/or the customers to the transaction. Finally, after the transactions have been confirmed, process  1900  may loop back to the main menu at step  1904 . 
         [0042]    Turning to  FIG. 20 , a process  2000  for matching and for proposing items to complete matches (i.e., a solver) is shown. As illustrated, at step  2002  items with specific traits and parameters are entered into the matching process. In the case of the items being switches as discussed above, these switches may be entered as shown in  FIG. 1 , the traits may be near and far dates, and the parameters may be buy/sell intentions for the switches. Next at step  2004 , the items are put into a table that is indexed by the traits and parameters. Such a table may be implemented in an SQL database. Next at steps  2006  and  2008 , the items are grouped by like items into one or more other tables. Like items include items that may be exchanged for each other. For example, in the case of switches as illustrated above, like items may include switches for corresponding currencies. These steps are preferably performed to speed the subsequent matching process. 
         [0043]    An illustration of a table  2100  that may be generated through the processing of steps  2004  and  2006  is shown in  FIG. 21 . As can be seen, table  2100  includes trait and parameter information for eight switches  2101 - 2108 . For each of switches  2101 - 2108 , a buy/sell intention parameter (“Buy” or “Sell”), a near date trait (“N”) and a far date trait (“F”) are indicated. As illustrated, the dates are numbered 1-10. This choice of date designation is merely for purpose of illustation and any suitable date designation scheme may be implemented in accordance with the present invention. Also shown is a proposed switch  2110  that may be used to complete a match of some of the switches shown in table  2100 . 
         [0044]    Referring back to  FIG. 20 , process  2000  next searches through the items in each table for items that have matching traits but with opposite interest at step  2010 . In the case of switches  2101 - 2108  illustrated in  FIG. 21 , this would involve searching through the switches for switches with a matching date designation but an opposite buy/sell intention. More particularly, for example, switch  2101  might be matched with switch  2103  because they have corresponding date traits and opposite buy/sell intentions. When matching first starts, a first item will be selected. That first item will then be compared to subsequent items with a matching trait and opposite interest. For example, switch  2101  would be compared to switches  2103  and  2108  because their near dates match and their buy/sell intentions are opposite. For the comparisons made, the matching process then looks for other items that can close the match. For example, with switches  2101  and  2108 , the process would then look for one or more switches to close the far dates on each. 
         [0045]    In performing steps  2004 ,  2006  and  2008 , and  2010 , process  2000  may apply limits to the items processed at any of these steps to keep processing to a desired level. As shown with limits  134 ,  136 , and  138  of  FIG. 1 , such limits may include a range of match dates, a limit on the number of ways matches are generated, and whether to allow same customer matches. For example, when performing step  2004 , process  2000  may only put only switches within a range of match dates into the initial table. Alternatively, process  2000  may only apply the range of match dates in subsequent steps. 
         [0046]    Next at step  2012 , process  2000  then determines for each proposed match whether the match was closed. If so, then at step  2014  an indexed match table is created for the match. This match table may then be available for viewing as shown in  FIG. 6  or processing in order to execute the match transaction. 
         [0047]    However, if a match is determined to not be closed at step  2012 , then process  2000  proceeds to step  2016  to look for possible solutions to the match. This part of the process  2000  implements one embodiment of the “solver” function of the present invention. As shown, at step  2016 , process  2000  puts the open match items in an “open” traits table. Next at step  2018 , the process proposes one or more items to close the match. These items will have traits that match other items in the match that previously only had one trait matched. Then process  2000  determines one or more attributes of the proposed item that will make the match desirable at step  2020 . In order to be desirable, these attributes should make the match better in at least one regard than another proposed match or a closed match stored in a match table at step  2014 . Finally, at step  2022 , process  2000  presents one or more proposed matches to a user who can then decide whether or not to create one of the corresponding items in order to close the open match. Each of the proposed matches may be indicated as having a quality that makes that match different from another match (e.g., such as having a higher or lower commission). 
         [0048]    An example of the processing of the “solver” portion of the matching process is illustrated in  FIG. 21 . Referring to switches  2106 - 2108 , it can be seen that the near dates for switches  2106  and  2108  match and the far dates for switches  2107  and  2108  match. The far date of switch  2106  and the near date of switch  2107 , however, are open. In order to complete the match, process  2000  may propose creating a switch  2110  to sell with a near date that matches the far date of switch  2106  and a far date that matches the near date of switch  2107 . In this way, proposed switch  2110  could be used to complete the match. 
         [0049]    Alternatively or additionally to proposing switches that could be used to close a match, the present invention may determine the best available existing switch that could be used to close the match as much as possible. For example, the invention may find an existing switch that has a near date that matches an open far date and a far date that is only one day off from an open near date. 
         [0050]    Once matches are formed, the present invention may apply filters to the matches. As explained in connection with  FIG. 1 , these filters may include requiring a tolerance on the match price, a minimum amount per matching transaction, an exclusion of certain counter-parties, an inclusion of only certain counter-parties, ranking matches based upon which matches would transact the maximum amount, ranking matches based upon which matches involve the maximum number of customers, ranking matches that give the best price matching, and ranking matches based upon which matches give the largest or smallest commission or markup or markdown. 
         [0051]    As will be evident to one of ordinary skill in the art, the present invention can be implemented on a wide variety of computer systems and networks. In one embodiment, the present invention could be implemented on a single computer or processor, wherein all of the data entry, processing, and display is done on the single computer or processor. In other embodiments, the present invention could be implemented on two or more computers communicating over one or more computer networks. These networks could be local area networks, wide area networks, the Internet, or any other suitable network. In such embodiments, the processing may be performed by a server or processor on the network and the data entry and display may be performed by computers and/or browsers connected to the network and in communication with the server or processor. 
         [0052]    One example of a system  2200  for implementing the present invention is shown in  FIG. 22 . As illustrated, system  2200  may include a server  2202  that is connected by a communication link  2204  to the Internet  2206  and/or that is connected by a communication link  2212  to an Intranet  2214 . When implemented with the Internet  2206 , one or more web browsers  2208  may be coupled to server  2204  through the Internet and communication links  2210 . When implemented with an Intranet  2214 , one or more web browsers  2216  may be coupled to server  2204  through the Intranet and communication links  2218 . 
         [0053]    In system  2200 , server  2202  may be any suitable server, processor, computer, or data processing device, or combination of the same. Internet  2206  and Intranet  2214  may be any suitable computer networks and may include any suitable computer network equipment. Web browsers  2208  and  2216  may be any suitable web browsers or display terminals, and may implemented as software running on general purpose computers, as dedicated hardware, or in any suitable manner. Finally, communication links  2204 ,  2210 ,  2212 , and  2218  may be any suitable mechanisms for coupling server  2202  to Internet  2204 , Intranet  2214 , and/or web browsers  2208  and  2216 . These mechanisms may include dial-up connections, dedicated connections, cable modems, digital subscriber lines, T1 connections, T3 connections, etc. 
         [0054]    It will be understood that the foregoing is only illustrative of the principles of the invention and that various modifications can be made by those skilled in the art without departing from the scope and spirit of the invention, which is limited only by the claims that follow.

Technology Classification (CPC): 6