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Leontief Exchange Markets Can Solve Multivariate Polynomial Equations, Yielding FIXP and ETR Hardness

Jugal Garg
Max-Planck-Institut für Informatik - D1
AG1 Mittagsseminar (own work)
AG 1, MMCI  
AG Audience
English

Date, Time and Location

Tuesday, 25 November 2014
13:00
45 Minutes
E1 4
024
Saarbrücken

Abstract

We show FIXP-hardness of computing equilibria in Arrow-Debreu exchange markets under Leontief utility functions, and Arrow-Debreu markets under linear utility functions and Leontief production sets, thereby settling open questions of Vazirani and Yannakakis (2009). As corollaries, we obtain FIXP-hardness for piecewise-linear concave (PLC) utilities and for Arrow-Debreu markets under linear utility functions and polyhedral production sets. In all cases, as required under FIXP, the set of instances mapped onto will admit equilibria, i.e., will be ``yes'' instances. If all instances are under consideration, then in all cases we prove that the problem of deciding if a given instance admits an equilibrium is ETR-complete, where ETR is the class Existential Theory of Reals.


As a consequence of the results stated above, the entire computational difficulty of Arrow-Debreu markets under PLC utility functions lies in the Leontief utility subcase. This is perhaps the most unexpected aspect of our result, since Leontief utilities are meant for the case that goods are perfect complements, whereas PLC utilities are very general, capturing not only the cases when goods are complements and substitutes, but also arbitrary combinations of these and much more.

The main technical part of our result is the following reduction: Given a set 'S' of simultaneous multivariate polynomial equations
in which the variables are constrained to be in a closed bounded region in the positive orthant, we construct a Leontief exchange market 'M' which has one good corresponding to each variable in 'S'. We prove that the equilibria of 'M', when projected onto prices of these latter goods, are in one-to-one correspondence with the set of solutions of the polynomials. This reduction is related to a classic result of Sonnenschein (1972).

(Based on a joint work with Ruta Mehta, Vijay V. Vazirani and Sadra Yazdanbod)

Contact

Jugal Garg
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Jugal Garg, 11/17/2014 10:50
Jugal Garg, 11/06/2014 21:41
Jugal Garg, 11/02/2014 09:15 -- Created document.