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Can the Theory of Algorithms Ratify the “Invisible Hand of the Market”?

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Computer Science – Theory and Applications (CSR 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7353))

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Abstract

”It is not from the benevolence of the butcher, the brewer, or the baker, that we expect our dinner, but from their regard for their own interest.” Each participant in a competitive economy is ”led by an invisible hand to promote an end which was no part of his intention.”

Adam Smith, 1776.

With his treatise, The Wealth of Nations, 1776, Adam Smith initiated the field of economics, and his famous quote provided this field with its central guiding principle. The pioneering work of Walras (1874) gave a mathematical formulation for this statement, using his notion of market equilibrium, and opened up the possibility of a formal ratification.

Mathematical ratification came with the celebrated Arrow-Debreu Theorem (1954), which established existence of equilibrium in a very general model of the economy; however, an efficient mechanism for finding an equilibrium has remained elusive.

The latter question can clearly benefit from the powerful tools of modern complexity theory and algorithms. In this talk, we will provide an in-depth overview of the fascinating theory that has emerged around this question over the last decade.

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References

  1. Arrow, K., Debreu, G.: Existence of an equilibrium for a competitive economy. Econometrica 22, 265–290 (1954)

    Article  MathSciNet  MATH  Google Scholar 

  2. Arrow, K.J.: An extension of the basic theorems of classical welfare economics. In: Proceedings of the Second Berkeley Symposium. University of California Press, Berkeley (1951)

    Google Scholar 

  3. Brainard, W.C., Scarf, H.E.: How to compute equilibrium prices in 1891. Cowles Foundation Discussion Paper (1270) (2000)

    Google Scholar 

  4. Chen, X., Dai, D., Du, Y., Teng, S.-H.: Settling the complexity of Arrow-Debreu equilibria in markets with additively separable utilities. In: FOCS (2009)

    Google Scholar 

  5. Chen, X., Teng, S.-H.: Spending Is Not Easier Than Trading: On the Computational Equivalence of Fisher and Arrow-Debreu Equilibria. In: Dong, Y., Du, D.-Z., Ibarra, O. (eds.) ISAAC 2009. LNCS, vol. 5878, pp. 647–656. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  6. Codenotti, B., Saberi, A., Varadarajan, K., Ye, Y.: Leontief economies encode two-player zero-sum games. In: SODA (2006)

    Google Scholar 

  7. Codenotti, B., Varadarajan, K.R.: Efficient Computation of Equilibrium Prices for Markets with Leontief Utilities. In: Díaz, J., Karhumäki, J., Lepistö, A., Sannella, D. (eds.) ICALP 2004. LNCS, vol. 3142, pp. 371–382. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  8. Debreu, G.: Theory of Value. Cowles Foundation Monograph (1959)

    Google Scholar 

  9. Debreu, G.: Excess demand functions. Journal of Mathematical Economics 1, 15–22 (1974)

    Article  MATH  Google Scholar 

  10. Deng, X., Du, Y.: The computation of approximate competitive equilibrium is ppad-hard. Inform. Proc. Letters 108, 369–373

    Google Scholar 

  11. Devanur, N., Kannan, R.: Market equilibria in polynomial time for fixed number of goods or agents. In: FOCS, pp. 45–53 (2008)

    Google Scholar 

  12. Devanur, N., Papadimitriou, C.H., Saberi, A., Vazirani, V.V.: Market equilibrium via a primal-dual-type algorithm. JACM 55(5) (2008)

    Google Scholar 

  13. Etessami, K., Yannakakis, M.: On the complexity of Nash equilibria and other fixed points 39(6), 2531–2597 (2010)

    Google Scholar 

  14. Garg, J., Mehta, R., Sohoni, M., Vazirani, V.V.: A complementary pivot algorithm for market equilibrium under separable, piecewise-linear concave utilities. In: ACM Symposium on the Theory of Computing (2012)

    Google Scholar 

  15. Goel, G., Vazirani, V.V.: A perfect price discrimination market model with production and a rational convex program for it. Mathematics of Operations Research 36 (2011)

    Google Scholar 

  16. Huang, L.-S., Teng, S.-H.: On the Approximation and Smoothed Complexity of Leontief Market Equilibria. In: Preparata, F.P., Fang, Q. (eds.) FAW 2007. LNCS, vol. 4613, pp. 96–107. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  17. Jain, K.: A polynomial time algorithm for computing the Arrow-Debreu market equilibrium for linear utilities. SIAM Journal on Computing 37(1), 306–318 (2007)

    Article  Google Scholar 

  18. Jain, K., Vazirani, V.V., Ye, Y.: Market equilibrium for homothetic, quasi-concave utilities and economies of scale in production. In: SODA (2005)

    Google Scholar 

  19. Lemke, C.E., Howson Jr., J.T.: Equilibrium points of bimatrix games. SIAM Journal on Applied Mathematics 12(2), 413–423 (1964)

    Article  MathSciNet  MATH  Google Scholar 

  20. Maxfield, R.R.: General equilibrium and the theory of directed graphs. J. Math. Econ. 27(1), 23–51 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  21. Megiddo, N.: A note on the complexity of P-matrix LCP and computing an equilibrium, iBM Research Report 6439 (1988), http://theory.stanford.edu/~megiddo/pdf/plcp.pdf

  22. Megiddo, N., Papadimitriou, C.H.: On total functions, existence theorems, and computational complexity. Theoretical Computer Science 81, 317–324 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  23. Scarf, H.: The approximation of fixed points of a continuous mapping. SIAM Journal on Applied Mathematics (15), 1328–1343 (1967)

    Article  MathSciNet  MATH  Google Scholar 

  24. Scarf, H.: The Computation of Economic Equilibria. Yale University Press (1973)

    Google Scholar 

  25. Vazirani, V.V.: Spending constraint utilities, with applications to the Adwords market. Mathematics of Operations Research 35(2) (2010)

    Google Scholar 

  26. Vazirani, V.V.: The notion of a rational convex program, and an algorithm for the Arrow-Debreu Nash bargaining game. Journal of the ACM 59(2) (2012)

    Google Scholar 

  27. Vazirani, V.V., Yannakakis, M.: Market equilibrium under separable, piecewise-linear, concave utilities. Journal of the ACM 58(3), 10:1–10:25 (2011)

    Google Scholar 

  28. Walras, L.: Éléments d’économie politique pure ou théorie de la richesse sociale (Elements of Pure Economics, or the theory of social wealth), Lausanne, Paris (1874); (4th ed., 1899; rev ed., 1926; Engl. transl., 1954)

    Google Scholar 

  29. Ye, Y.: Exchange market equilibria with leontief’s utility: Freedom of pricing leads to rationality. Theoretical Computer Science 378, 134–142 (2007)

    Article  MathSciNet  MATH  Google Scholar 

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Vazirani, V.V. (2012). Can the Theory of Algorithms Ratify the “Invisible Hand of the Market”?. In: Hirsch, E.A., Karhumäki, J., Lepistö, A., Prilutskii, M. (eds) Computer Science – Theory and Applications. CSR 2012. Lecture Notes in Computer Science, vol 7353. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-30642-6_1

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  • DOI: https://doi.org/10.1007/978-3-642-30642-6_1

  • Publisher Name: Springer, Berlin, Heidelberg

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