The complexity of equilibria: Hardness results for economies via a correspondence with games

We give a reduction from any two-player game to a special case of the Leontief exchange economy, with the property that the Nash equilibria of the game and the equilibria of the market are in one-to-one correspondence. Our reduction exposes a computational hurdle inherent in solving certain families of market equilibrium problems: finding an equilibrium for Leontief economies is at least as hard as finding a Nash equilibrium for two-player nonzero sum games, a problem recently proven to be PPAD-complete. As a corollary of the one-to-one correspondence, we obtain a number of hardness results for questions related to the computation of market equilibria, using results already established for games [I. Gilboa, E. Zemel, Nash and correlated equilibria: Some complexity considerations, Games and Economic Behavior 1 (1989) 80-93]. In particular, among other results, we show that it is NP-hard to say whether a particular family of Leontief exchange economies, that is guaranteed to have at least one equilibrium, has more than one equilibrium. Perhaps more importantly, we also prove that it is NP-hard to decide whether a Leontief exchange economy has an equilibrium. This fact should be contrasted against the known PPAD-completeness result of [C.H. Papadimitriou, On the complexity of the parity argument and other inefficient proofs of existence, Journal of Computer and System Sciences 48 (1994) 498-532], which holds when the problem satisfies some standard sufficient conditions that make it equivalent to the computational version of Brouwer's Fixed Point Theorem.

[1]  H. Uzawa WALRAS' EXISTENCE THEOREM AND BROUWER'S FIXED-POINT THEOREM , 1962 .

[2]  Bruno Codenotti,et al.  Market equilibrium via the excess demand function , 2005, STOC '05.

[3]  Amin Saberi,et al.  Approximating Market Equilibria , 2003, RANDOM-APPROX.

[4]  K. Arrow,et al.  Capital-labor substitution and economic efficiency , 1961 .

[5]  R. Tourky,et al.  From Imitation Games to Kakutani , 2005 .

[6]  D. Gale The linear exchange model , 1976 .

[7]  Xi Chen,et al.  3-NASH is PPAD-Complete , 2005, Electron. Colloquium Comput. Complex..

[8]  Rahul Garg,et al.  Auction Algorithms for Market Equilibrium , 2006, Math. Oper. Res..

[9]  Eitan Zemel,et al.  Nash and correlated equilibria: Some complexity considerations , 1989 .

[10]  Christos H. Papadimitriou,et al.  On the Complexity of the Parity Argument and Other Inefficient Proofs of Existence , 1994, J. Comput. Syst. Sci..

[11]  Amy Nicole Langville,et al.  A Survey of Eigenvector Methods for Web Information Retrieval , 2005, SIAM Rev..

[12]  Kamal Jain,et al.  A Polynomial Time Algorithm for Computing the Arrow-Debreu Market Equilibrium for Linear Utilities , 2004, FOCS.

[13]  Bruno Codenotti,et al.  Market Equilibrium for CES Exchange Economies: Existence, Multiplicity, and Computation , 2005, FSTTCS.

[14]  B. Eaves A finite algorithm for the linear exchange model , 1976 .

[15]  Bruno Codenotti,et al.  Efficient Computation of Equilibrium Prices for Markets with Leontief Utilities , 2004, ICALP.

[16]  Vijay V. Vazirani,et al.  An Auction-Based Market Equilibrium Algorithm for the Separable Gross Substitutability Case , 2004, APPROX-RANDOM.

[17]  Yinyu Ye,et al.  Exchange market equilibria with Leontief's utility: Freedom of pricing leads to rationality , 2007, Theor. Comput. Sci..

[18]  B. Eaves Finite solution of pure trade markets with Cobb-Douglas utilities , 1985 .

[19]  K. Arrow,et al.  EXISTENCE OF AN EQUILIBRIUM FOR A COMPETITIVE ECONOMY , 1954 .

[20]  Paul W. Goldberg,et al.  The complexity of computing a Nash equilibrium , 2006, STOC '06.

[21]  Shang-Hua Teng,et al.  On the Approximation and Smoothed Complexity of Leontief Market Equilibria , 2006, FAW.

[22]  E. Eisenberg Aggregation of Utility Functions , 1961 .

[23]  Sriram V. Pemmaraju,et al.  On the polynomial time computation of equilibria for certain exchange economies , 2005, SODA '05.

[24]  Yinyu Ye,et al.  A path to the Arrow–Debreu competitive market equilibrium , 2007, Math. Program..

[25]  J. Nash NON-COOPERATIVE GAMES , 1951, Classics in Game Theory.

[26]  Eric van Damme,et al.  Non-Cooperative Games , 2000 .

[27]  Christos H. Papadimitriou,et al.  Three-Player Games Are Hard , 2005, Electron. Colloquium Comput. Complex..

[28]  Steven Gjerstad Multiple Equilibria in Exchange Economies with Homothetic, Nearly Identical Preferences , 1996 .

[29]  Nikhil R. Devanur,et al.  Market equilibrium via a primal-dual-type algorithm , 2002, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[30]  Xiaotie Deng,et al.  Settling the Complexity of Two-Player Nash Equilibrium , 2006, 2006 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS'06).

[31]  Paul W. Goldberg,et al.  Reducibility among equilibrium problems , 2006, STOC '06.