• Media type: E-Article
  • Title: Why prices need algorithms
  • Contributor: Roughgarden, Tim; Talgam-Cohen, Inbal
  • imprint: Association for Computing Machinery (ACM), 2016
  • Published in: ACM SIGecom Exchanges
  • Language: English
  • DOI: 10.1145/2904104.2904109
  • ISSN: 1551-9031
  • Keywords: Pharmaceutical Science
  • Origination:
  • Footnote:
  • Description: <jats:p>Understanding when equilibria are guaranteed to exist is a central theme in economic theory, seemingly unrelated to computation. In this note we survey our main result from [Roughgarden and Talgam-Cohen 2015], which shows that the existence of pricing equilibria is inextricably connected to the computational complexity of related optimization problems: demand oracles, revenue-maximization and welfare-maximization. We demonstrate how this relationship implies, under suitable complexity assumptions, a host of impossibility results. We also suggest a complexity-theoretic explanation for the lack of useful extensions of the Walrasian equilibrium concept: such extensions seem to require the invention of novel polynomial-time algorithms for welfare-maximization.</jats:p>