System and method for dynamic path- and state-dependent stochastic control allocation
First Claim
1. A method, the method comprising:
- providing one or more processors operatively coupled to one or more processor readable media;
storing on the one or more processor readable media at least one database that includes;
electronic counterparty information representing a plurality of counterparties;
electronic control rights information representing respective rights to control inventory for at least two of the counterparties;
representing, by the one or more processors, each of the at least two counterparties by at least one respective agent;
observing, by at least one of the at least one respective agent for each of the at least two counterparties, at least one respective state;
mapping, by at least one of the at least one respective agent for each of the at least two counterparties, the at least one respective state to at least one probability of at least one conditional expectation formed in response to the at least one respective state;
mapping, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one conditional expectation to at least one decision formed in response to the at least one conditional expectation;
mapping, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one decision to at least one contingent payoff, andoutputting the at least one contingent payoff.
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Abstract
The invention includes a system and process that employs contractual bargaining with agent-based computational methods for the dynamic allocation, optimization, and pricing of contingent rights and obligations between multiple counterparties with overlapping interests. The processes employ a dynamic and endogenous hierarchy or tiering of binding incentive compatible contingent strategies, which may include optimal liquidation policies for matched assets and liabilities based upon stochastic volume/price schedule related to statistically non-stationary supply/demand elasticities and order-flow, as well as variations in market microstructure. The invention includes a dynamic open system with distributed stochastic control of strategic interactions among dynamic optimizing agents across random states, wherein the actions of any one affects the joint costs and benefits for all the agents.
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Citations
20 Claims
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1. A method, the method comprising:
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providing one or more processors operatively coupled to one or more processor readable media; storing on the one or more processor readable media at least one database that includes; electronic counterparty information representing a plurality of counterparties; electronic control rights information representing respective rights to control inventory for at least two of the counterparties; representing, by the one or more processors, each of the at least two counterparties by at least one respective agent; observing, by at least one of the at least one respective agent for each of the at least two counterparties, at least one respective state; mapping, by at least one of the at least one respective agent for each of the at least two counterparties, the at least one respective state to at least one probability of at least one conditional expectation formed in response to the at least one respective state; mapping, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one conditional expectation to at least one decision formed in response to the at least one conditional expectation; mapping, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one decision to at least one contingent payoff, and outputting the at least one contingent payoff. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A system, the system comprising:
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one or more processors operatively coupled to one or more processor readable media; at least one database stored on one or more of the one or more processor readable media, wherein the at least one database includes; electronic counterparty information representing a plurality of counterparties; electronic control rights information representing respective rights to control inventory for at least two of the counterparties; wherein the one or more processors is programmed and configured to; represent each of the at least two counterparties by at least one respective agent; observe, by at least one of the at least one respective agent for each of the at least two counterparties, at least one respective state; map, by at least one of the at least one respective agent for each of the at least two counterparties, the at least one respective state to at least one probability of at least one conditional expectation formed in response to the at least one respective state; map, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one conditional expectation to at least one decision formed in response to the at least one conditional expectation; map, by the at least one of the at least one respective agent for each of the at least two counterparties, the at least one decision to at least one contingent payoff, and output the at least one contingent payoff. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification