Search results for "Computer Science::Computer Science and Game Theory"

showing 10 items of 87 documents

Distributed Consensus in Noncooperative Inventory Games

2009

This paper deals with repeated nonsymmetric congestion games in which the players cannot observe their payoffs at each stage. Examples of applications come from sharing facilities by multiple users. We show that these games present a unique Pareto optimal Nash equilibrium that dominates all other Nash equilibria and consequently it is also the social optimum among all equilibria, as it minimizes the sum of all the players’ costs. We assume that the players adopt a best response strategy. At each stage, they construct their belief concerning others probable behavior, and then, simultaneously make a decision by optimizing their payoff based on their beliefs. Within this context, we provide a …

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game TheoryInformation Systems and ManagementGeneral Computer ScienceManagement Science and Operations ResearchIndustrial and Manufacturing Engineeringsymbols.namesakeSettore ING-INF/04 - AutomaticaGame theory; Multi-agent systems; Inventory; Consensus protocolsEconomicsRisk dominanceGame theoryMulti-agent systemsStochastic gameInventoryComputingMilieux_PERSONALCOMPUTINGTheoryofComputation_GENERALRationalizabilityConsensus protocols; Game theory; Inventory; Multi-agent systemsConsensus protocolsMulti-agent systemNash equilibriumEquilibrium selectionModeling and SimulationBest responsesymbolsRepeated gameEpsilon-equilibriumSettore MAT/09 - Ricerca OperativaMathematical economics
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Consensus in inventory games

2008

This paper studies design, convergence, stability and optimality of a distributed consensus protocol for n-player repeated non cooperative games under incomplete information. Information available to each player concerning the other players' strategies evolves in time. At each stage (time period), the players select myopically their best binary strategy on the basis of a payoff, defined on a single stage, monotonically decreasing with the number of active players. The game is specialized to an inventory application, where fixed costs are shared among all retailers, interested in reordering or not from a common warehouse. As information evolves in time, the number of active players changes t…

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game TheoryInventoryMulti-agent systemsStochastic gameComputingMilieux_PERSONALCOMPUTINGTheoryofComputation_GENERALConsensus protocols; Game theory; Inventory; Multi-agent systemsOutcome (game theory)Consensus protocolssymbols.namesakeBayesian gameNash equilibriumBest responsesymbolsRepeated gameEconomicsCoordination gameMathematical economicsGame theoryGame theoryProceedings of the 3rd International Conference on Performance Evaluation Methodologies and Tools
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Existence and Optimality of Nash Equilibria in Inventory Games

2005

Abstract This paper studies the stability and optimality of a distributed consensus protocol for n -player repeated non cooperative games under incomplete information. At each stage, the players choose binary strategies and incur in a payoff monotonically decreasing with the number of active players. The game is specialized to an inventory application, where fixed costs are shared among all retailers, interested in whether reordering or not from a common warehouse. The authors focus on Pareto optimality as a measure of coordination of reordering strategies, proving that there exists a unique Pareto optimal Nash equilibrium that verifies certain stability conditions.

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game TheoryNon-cooperative gameMathematical optimizationStochastic gameTheoryofComputation_GENERALInventory control Stability Optimality Nash equilibriumInventory control; Nash equilibrium; Optimality; Stability;symbols.namesakeNash equilibriumBest responseRepeated gamesymbolsEconomicsCoordination gameEpsilon-equilibriumRisk dominanceMathematical economics
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Negative results in the theory of games with lexicographic utilities

2003

When players may have lexicographic utilities, there are: (i) extensive games having a non-empty set of equilibria but empty sets of sequentially rational, sequential and perfect equilibria (ii) normal form games having a non-empty set of equilibria but an empty set of proper equilibria and no stable set of equilibria and (iii) two extensive games having the same normal form representation and disjoint sets of sequential equilibria.

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game TheoryTheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGESComputer Science::Logic in Computer ScienceComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATIONComputingMilieux_PERSONALCOMPUTINGTheoryofComputation_GENERALlexicographic expected utilityComputer Science::Formal Languages and Automata Theoryjel:C7Economics Bulletin
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Proportional Small Sample Bias in Pricing Kernel Estimations

2014

Numerous empirical studies find pricing kernels that are not-monotonically decreasing; the findings are at odds with the pricing kernel being marginal utility of a risk-averse, so-called representative agent. We study in detail the common procedure which estimates the pricing kernel as the ratio of two separate density estimations. In a first step, we analyze theoretically the functional dependence for the ratio of a density to its estimated density; this cautions the reader of potential computational issues coupled with statistical techniques. In a second step, we study this quantitatively; we show that small sample biases shape the estimated pricing kernel, and that estimated pricing kern…

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game TheoryVariable kernel density estimationStochastic discount factorKernel (statistics)StatisticsKernel density estimationEconomicsEconometricsKernel smootherRepresentative agentImplied volatilityOddsSSRN Electronic Journal
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Heterogeneous network games: Conflicting preferences

2013

Proceeding at: 2nd Annual UECE Lisbon Meeting: Game Theory and Applications, took place 2010, November, 4-6, in Lisbon (Portugal). The event Web site http://pascal.iseg.utl.pt/~uece/lisbonmeetings2010/ In many economic situations, a player pursues coordination or anti-coordination with her neighbors on a network, but she also has intrinsic preferences among the available options. We here introduce a model which allows to analyze this issue by means of a simple framework in which players endowed with an idiosyncratic identity interact on a social network through strategic complements or substitutes. We classify the possible types of Nash equilibria under complete information, finding two thr…

TheoryofComputation_MISCELLANEOUSComputer Science::Computer Science and Game Theoryjel:Z13Economics and EconometricsMatemáticasjel:D85Heterogeneity Networks Nash Equilibrium StabilitySocial networksjel:D03MicroeconomicsCOMPLEMENTARITIESsymbols.namesakeBayesian gameEconomicsCoordination gameStrategic complementsjel:C72ComputingMilieux_PERSONALCOMPUTINGTheoryofComputation_GENERALNetwork formationNash equilibriumEquilibrium selectionBest responsejel:L14Bayesian equilibriumsymbolsHeterogeneityEpsilon-equilibriumMathematical economicsFinanceIncomplete informationGames and Economic Behavior
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Noncooperative dynamic games for inventory applications: A consensus approach

2008

We focus on a finite horizon noncooperative dynamic game where the stage cost of a single player associated to a decision is a monotonically nonincreasing function of the total number of players making the same decision. For the single-stage version of the game, we characterize Nash equilibria and derive a consensus protocol that makes the players converge to the unique Pareto optimal Nash equilibrium. Such an equilibrium guarantees the interests of the players and is also social optimal in the set of Nash equilibria. For the multi-stage version of the game, we present an algorithm that converges to Nash equilibria, unfortunately not necessarily Pareto optimal. The algorithm returns a seque…

TheoryofComputation_MISCELLANEOUSDynamic gamesComputer Science::Computer Science and Game TheoryMathematical optimizationCorrelated equilibriumSequential gameConsensus ProtocolsComputer scienceA-priori; Consensus protocols; Dynamic games; Finite horizons; Inventory; Inventory systems; Joint decisions; Multi stages; Nash equilibrium; Pareto-optimal; Single stages; Unilateral improvementsSymmetric equilibriumOutcome (game theory)Joint decisionsNash equilibriumFinite horizonsMulti stagessymbols.namesakeBayesian gameSettore ING-INF/04 - AutomaticaPareto-optimalA-prioriCoordination gameFolk theoremPrice of stabilityRisk dominanceNon-credible threatConsensus Protocols Dynamic Programming Game Theory InventoryInventory systemsTraveler's dilemmaNormal-form gameStochastic gameInventoryComputingMilieux_PERSONALCOMPUTINGTheoryofComputation_GENERALMinimaxConsensus protocolsEquilibrium selectionNash equilibriumBest responseSingle stagesRepeated gamesymbolsEpsilon-equilibriumSettore MAT/09 - Ricerca OperativaSolution conceptDynamic Programming Game TheoryUnilateral improvementsMathematical economicsGame theoryConsensus Protocols; Dynamic Programming Game Theory; Inventory
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NASH EQUILIBRIA IN A MODEL OF MULTIPRODUCT PRICE COMPETITION: AN ASSIGNMENT PROBLEM

2003

We study the market interaction of a finite number of single-product firms and a representative buyer, where the buyer consumes bundles of these goods. The buyers' value function determines their willingness to pay for subsets of goods. We show that subgame perfect Nash-equilibrium outcomes are solutions of the linear relaxation of an integer programming assignment problem and that they always exits. The (subgame perfect) Nash-equilibrium price set is characterized by the Pareto frontier of the associated dual problem's projection on the firms' price vectors. We identify the Nash-equilibrium prices for monotonic buyers' value functions and, more importantly, we show that some central soluti…

TheoryofComputation_MISCELLANEOUSEconomics and EconometricsComputer Science::Computer Science and Game TheoryApplied Mathematicsjel:D41jel:D72TheoryofComputation_GENERALCooperative game theoryjel:D21jel:D43Extensive-form gameSubgame perfect equilibriumCompetition (economics)Microeconomicssymbols.namesakeMarkov perfect equilibriumSubgameNash equilibriumMultiproduct price competition interger programming subgame perfect nash equilibriaStackelberg competitionEconomicssymbolsMathematical economics
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Bounded Computational Capacity Equilibrium

2010

We study repeated games played by players with bounded computational power, where, in contrast to Abreu and Rubisntein (1988), the memory is costly. We prove a folk theorem: the limit set of equilibrium payoffs in mixed strategies, as the cost of memory goes to 0, includes the set of feasible and individually rational payoffs. This result stands in sharp contrast to Abreu and Rubisntein (1988), who proved that when memory is free, the set of equilibrium payoffs in repeated games played by players with bounded computational power is a strict subset of the set of feasible and individually rational payoffs. Our result emphasizes the role of memory cost and of mixing when players have bounded c…

TheoryofComputation_MISCELLANEOUSEconomics and EconometricsComputer Science::Computer Science and Game TheoryBounded rationality automata complexity infnitely repeated games equilibrium.EconomiaOutcome (game theory)Set (abstract data type)Lexicographic preferences0502 economics and businessFOS: MathematicsFolk theoremMathematics - Optimization and ControlMathematicsFinite-state machine05 social sciencesProbability (math.PR)ComputingMilieux_PERSONALCOMPUTING050301 educationTheoryofComputation_GENERALBounded rationalityOptimization and Control (math.OC)Bounded functionRepeated game050206 economic theory0503 educationMathematical economicsMathematics - Probability
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Mean Field Linear Quadratic Games with Set Up Costs

2013

This paper studies linear quadratic games with set up costs monotonic on the number of active players, namely, players whose action is non-null. Such games arise naturally in joint replenishment inventory systems. Building upon a preliminary analysis of the properties of the best response strategies and Nash equilibria for the given game, the main contribution is the study of the same game under large population. We also analyze the influence of an additional disturbance in the spirit of the literature on H∞ control. Numerical illustrations are provided. © 2012 Springer Science+Business Media New York.

TheoryofComputation_MISCELLANEOUSStatistics and ProbabilityComputer Science::Computer Science and Game TheoryEconomics and EconometricsMathematical optimizationSequential gamedifferential games game theory control and optimizationJoint-replenishmentOutcome (game theory)symbols.namesakeMean field gamesGame theoryMathematicsMean field games; Linear quadratic differential games; Joint-replenishment[INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI]Applied MathematicsNormal-form gameComputingMilieux_PERSONALCOMPUTINGoperational researchTheoryofComputation_GENERALScreening gameComputer Graphics and Computer-Aided DesignComputer Science ApplicationsComputational MathematicsComputational Theory and MathematicsNash equilibriumBest responseRepeated gamesymbolsLinear quadratic differential gamesSettore MAT/09 - Ricerca OperativaoptimizationGame theoryMathematical economicsDynamic Games and Applications
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