Definition
The subject of this entry is at the intersection of economics and computer science and deals with the use of measures of complexity obtained from the study of finite automata to help select among multiple equilibria and other outcomes appearing in game-theoretic models of bargaining, markets, and repeated interactions. The importance of the topic lies in the ability of concepts that employ bounds on available resources to generate more refined predictions of individual behavior in markets.
Introduction
This entry is concerned with the concept of strategic complexity and its use in game theory. There are many different meanings associated with the word “complexity,” as the variety of topics discussed in this volume makes clear. In this entry, we shall adopt a somewhat narrow view, confining ourselves to notions that measure, in some way, constraints on the ability of economic agents to behave with full rationality in their interactions with other agents in dynamic...
Abbreviations
- Automata:
-
A formal definition of a strategy that captures its complexity.
- Continuation Game:
-
A description of how the play will proceed in a dynamic game once some part of the game has already occurred.
- Equilibrium:
-
A solution concept for games in which each player optimizes given his correct prediction of others’ behavior.
- Equilibrium Path:
-
The outcome in terms of the play of the game if every player uses his equilibrium strategy.
- Game Theory:
-
A formal model of interaction, usually in human behavior.
- Repeated Games:
-
A series of identical interactions of this kind.
- Strategic Complexity:
-
A measure of how complex a strategy is to implement.
- Strategy:
-
A complete specification of how a player will play the game.
Bibliography
Abreu D, Rubinstein A (1988) The structure of Nash equilibria in repeated games with finite automata. Econometrica 56:1259–1282
Anderlini L (1990) Some notes on church’s thesis and the theory of games. Theory Decis 29:19–52
Anderlini L, Sabourian H (1995) Cooperation and effective computability. Econometrica 63:1337–1369
Aumann RJ (1981) Survey of repeated games. In: Essays in game theory and mathematical economics in honor of Oskar Morgenstern. Bibliographisches Institut, Mannheim/Vienna/Zurich, pp 11–42
Banks J, Sundaram R (1990) Repeated games, finite automata and complexity. Games Econ Behav 2:97–117
Ben Porath E (1986) Repeated games with bounded complexity. Mimeo, StanfordUniversity, Stanford, Calif
Ben Porath E (1993) Repeated games with finite automata. J Econ Theory 59:17–32
Binmore KG (1987) Modelling rational players I. Econ Philos 3:179–214
Binmore KG, Samuelson L (1992) Evolutionary stability in repeated games played by finite automata. J Econ Theory 57:278–305
Binmore KG, Piccione M, Samuelson L (1998) Evolutionary stability in alternating-offers bargaining games. J Econ Theory 80:257–291
Birkhoff GD (1933) Aesthetic measure. Harvard University Press, Cambridge, MA
Bloise G (1998) Strategic complexity and equilibrium in repeated games. Unpublished doctoral dissertation, University of Cambridge
Busch L-A, Wen Q (1995) Perfect equilibria in a negotiation model. Econometrica 63:545–565
Chatterjee K (2002) Complexity of strategies and multiplicity of Nash equilibria. Group Decis Negot 11:223–230
Chatterjee K, Sabourian H (2000a) Multiperson bargaining and strategic complexity. Econometrica 68:1491–1509
Chatterjee K, Sabourian H (2000b) N-person bargaining and strategic complexity. Mimeo, University of Cambridge and the Pennsylvania State University, Cambridge, UK and University Park, Pa., USA
Debreu G (1959) Theory of value. Yale University Press, New Haven/London
Fernandez R, Glazer J (1991) Striking for a bargain between two completely informed agents. Am Econ Rev 81:240–252
Fudenberg D, Maskin E (1990) Evolution and repeated games. Mimeo, Harvard University, Cambridge, Mass
Fudenberg D, Tirole J (1991) Game theory. MIT Press, Cambridge, MA
Gale D (2000) Strategic foundations of general equilibrium: dynamic matching and bargaining games. Cambridge University Press, Cambridge
Gale D, Sabourian H (2005) Complexity and competition. Econometrica 73:739–770
Gale D, Sabourian H (2006) Markov equilibria in dynamic matching and bargaining games. Games Econ Behav 54:336–352
Gale D, Sabourian H (2008) Complexity and competition II; endogenous matching. Mimeo, New York University, New York, USA/University of Cambridge, Cambridge, UK
Haller H, Holden S (1990) A letter to the editor on wage bargaining. J Econ Theory 52:232–236
Hayek F (1945) The use of knowledge in society. Am Econ Rev 35:519–530
Herrero M (1985) A strategic theory of market institutions. Unpublished doctoral dissertation, London School of Economics
Kalai E, Neme A (1992) The strength of a little perfection. Int J Game Theory 20:335–355
Kalai E, Stanford W (1988) Finite rationality and interpersonal complexity in repeated games. Econometrica 56:397–410
Klemperer P (ed) (2000) The economic theory of auctions. Elgar, Northampton
Lee J, Sabourian H (2007) Coase theorem, complexity and transaction costs. J Econ Theory 135:214–235
Maenner E (2008) Adaptation and complexity in repeated games. Games Econ Behav 63:166–187
Miller GA (1956) The magical number seven plus or minus two: Some limits on our capacity to process information. Psychol Rev 63:81–97
Neme A, Quintas L (1995) Subgame perfect equilibrium of repeated games with implementation cost. J Econ Theory 66:599–608
Neyman A (1985) Bounded complexity justifies cooperation in the finitely-repeated Prisoners’ Dilemma. Econ Lett 19:227–229
Neyman A (1997) Cooperation, repetition and automata in cooperation: game-theoretic approaches. In: Hart S, Mas-Colell A (eds) NATO ASI series F, vol 155. Springer, Berlin, pp 233–255
Osborne M, Rubinstein A (1990) Bargaining and markets. Academic, New York
Osborne M, Rubinstein A (1994) A course in game theory. MIT Press, Cambridge, MA
Papadimitriou CH (1992) On games with a bounded number of states. Games Econ Behav 4:122–131
Piccione M (1992) Finite automata equilibria with discounting. J Econ Theory 56:180–193
Piccione M, Rubinstein A (1993) Finite automata play a repeated extensive game. J Econ Theory 61:160–168
Robson A (2003) The evolution of rationality and the Red Queen. J Econ Theory 111:1–22
Rubinstein A (1982) Perfect equilibrium in a bargaining model. Econometrica 50:97–109
Rubinstein A (1986) Finite automata play the repeated Prisoners’ Dilemma. J Econ Theory 39:83–96
Rubinstein A (1998) Modeling bounded rationality. MIT Press, Cambridge, MA
Rubinstein A, Wolinsky A (1990) Decentralized trading, strategic behaviour and the Walrasian outcome. Rev Econ Stud 57:63–78
Sabourian H (2003) Bargaining and markets: complexity and the competitive outcome. J Econ Theory 116:189–228
Selten R (1965) Spieltheoretische Behandlung eines Oligopolmodells mit Nachfrageträgheit. Z gesamte Staatswiss 12:201–324
Shaked A (1986) A three-person unanimity game. In: The Los Angeles national meetings of the Institute of Management Sciences and the Operations Research Society of America, Mimeo, University of Bonn, Bonn, Germany
Zemel E (1989) Small talk and cooperation: a note on bounded rationality. J Econ Theory 49:1–9
Acknowledgments
We wish to thank an anonymous referee and Jihong Lee for valuable comments that improved the exposition of this entry. We would also like to thank St. John’s College, Cambridge, and the Pennsylvania State University for funding Dr. Chatterjee’s stay in Cambridge at the time this entry was written.
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Chatterjee, K., Sabourian, H. (2013). Game Theory and Strategic Complexity. In: Meyers, R. (eds) Encyclopedia of Complexity and Systems Science. Springer, New York, NY. https://doi.org/10.1007/978-3-642-27737-5_241-3
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