Tatonnement beyond gross substitutes? Gradient descent to the rescue

Yun Kuen Cheung, Richard Cole, Nikhil Devanur

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Tatonnement is a simple and natural rule for updating prices in Exchange (Arrow-Debreu) markets. In this paper we de- fine a class of markets for which tatonnement is equivalent to gradient descent. This is the class of markets for which there is a convex potential function whose gradient is always equal to the negative of the excess demand and we call it Convex Potential Function (CPF) markets. We show the following results. • CPF markets contain the class of Eisenberg Gale (EG) markets, defined previously by Jain and Vazirani. • The subclass of CPF markets for which the demand is a differentiable function contains exactly those markets whose demand function has a symmetric negative semi-definite Jacobian. • We define a family of continuous versions of tatonnement based on gradient descent using a Bregman divergence. As we show, all processes in this family converge to an equilibrium for any CPF market. This is analogous to the classic result for markets satisfying the Weak Gross Substitutes property. • A discrete version of tatonnement converges toward the equilibrium for the following markets of complementary goods; its convergence rate for these settings is analyzed using a common potential function. - Fisher markets in which all buyers have Leontief utilities. The tatonnement process reduces the distance to the equilibrium, as measured by the potential function, to an ε fraction of its initial value in O(1/ε) rounds of price updates. - Fisher markets in which all buyers have complementary CES utilities. Here, the distance to the equilibrium is reduced to an ε fraction of its initial value in O(log(1/ε)) rounds of price updates. This shows that tatonnement converges for the entire range of Fisher markets when buyers have complementary CES utilities, in contrast to prior work, which could analyze only the substitutes range, together with a small portion of the complementary range.

Original languageEnglish (US)
Title of host publicationSTOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing
Pages191-200
Number of pages10
DOIs
StatePublished - 2013
Event45th Annual ACM Symposium on Theory of Computing, STOC 2013 - Palo Alto, CA, United States
Duration: Jun 1 2013Jun 4 2013

Other

Other45th Annual ACM Symposium on Theory of Computing, STOC 2013
CountryUnited States
CityPalo Alto, CA
Period6/1/136/4/13

Keywords

  • Equilibria
  • Gradient descent
  • Market
  • Tatonnement

ASJC Scopus subject areas

  • Software

Cite this

Cheung, Y. K., Cole, R., & Devanur, N. (2013). Tatonnement beyond gross substitutes? Gradient descent to the rescue. In STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing (pp. 191-200) https://doi.org/10.1145/2488608.2488633

Tatonnement beyond gross substitutes? Gradient descent to the rescue. / Cheung, Yun Kuen; Cole, Richard; Devanur, Nikhil.

STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing. 2013. p. 191-200.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cheung, YK, Cole, R & Devanur, N 2013, Tatonnement beyond gross substitutes? Gradient descent to the rescue. in STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing. pp. 191-200, 45th Annual ACM Symposium on Theory of Computing, STOC 2013, Palo Alto, CA, United States, 6/1/13. https://doi.org/10.1145/2488608.2488633
Cheung YK, Cole R, Devanur N. Tatonnement beyond gross substitutes? Gradient descent to the rescue. In STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing. 2013. p. 191-200 https://doi.org/10.1145/2488608.2488633
Cheung, Yun Kuen ; Cole, Richard ; Devanur, Nikhil. / Tatonnement beyond gross substitutes? Gradient descent to the rescue. STOC 2013 - Proceedings of the 2013 ACM Symposium on Theory of Computing. 2013. pp. 191-200
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