Parameterized Supply Function Bidding: Equilibrium and Efficiency

We consider a model where a finite number of producers compete to meet an infinitely divisible but inelastic demand for a product. Each firm is characterized by a production cost that is convex in the output produced, and firms act as profit maximizers. We consider a uniform price market design that uses supply function bidding: firms declare the amount they would supply at any positive price, and a single price is chosen to clear the market. We are interested in evaluating the impact of price-anticipating behavior both on the allocative efficiency of the market and on the prices seen at equilibrium. We show that by restricting the strategy space of the firms to parameterized supply functions, we can provide upper bounds on both the inflation of aggregate cost at the Nash equilibrium relative to the socially optimal level, as well as the markup of the Nash equilibrium price above the competitive level: as long as N > 2 firms are competing, these quantities are both upper bounded by 1 + 1/(N-2). This result holds even in the presence of asymmetric cost structure across firms. We also discuss several extensions, generalizations, and related issues.

[1]  William Vickrey,et al.  Counterspeculation, Auctions, And Competitive Sealed Tenders , 1961 .

[2]  E. H. Clarke Multipart pricing of public goods , 1971 .

[3]  Theodore Groves,et al.  Incentives in Teams , 1973 .

[4]  L. Shapley,et al.  Trade Using One Commodity as a Means of Payment , 1977, Journal of Political Economy.

[5]  M. Shubik,et al.  A Theory of Money and Financial Institutions. Part 28. The Noncooperative Equilibria of a Closed Trading Economy with Market Supply and Bidding Strategies , 1978 .

[6]  Sanford J. Grossman Nash Equilibrium and the Industrial Organization of Markets with Large Fixed Costs , 1981 .

[7]  O. Hart Imperfect Competition in General Equilibrium: An Overview of Recent Work (Now published in Frontiers of Economics, edited by K. Arrow and S. Honkapohja, (Basil Blackwell, Oxford, 1985).) , 1983 .

[8]  C. Shapiro Theories of oligopoly behavior , 1989 .

[9]  P. Klemperer,et al.  Supply Function Equilibria in Oligopoly under Uncertainty , 1989 .

[10]  Robert B. Wilson,et al.  Research Paper Series Graduate School of Business Stanford University Architecture of Power Markets Architecture of Power Markets 1 , 2022 .

[11]  M. Rothkopf,et al.  Why Are Vickrey Auctions Rare? , 1990, Journal of Political Economy.

[12]  R. Green,et al.  Competition in the British Electricity Spot Market , 1992, Journal of Political Economy.

[13]  L. Shapley,et al.  Potential Games , 1994 .

[14]  Dimitri P. Bertsekas,et al.  Nonlinear Programming , 1997 .

[15]  A. Mas-Colell,et al.  Microeconomic Theory , 1995 .

[16]  R. Green,et al.  Increasing Competition in the British Electricity Spot Market , 1996 .

[17]  L. Shapley,et al.  REGULAR ARTICLEPotential Games , 1996 .

[18]  Frank Kelly,et al.  Charging and rate control for elastic traffic , 1997, Eur. Trans. Telecommun..

[19]  M. Rothkopf,et al.  Evaluation of a Truthful Revelation Auction in the Context of Energy Markets with Nonconcave Benefits , 2000 .

[20]  Richard J. La,et al.  Charge-sensitive TCP and rate control in the Internet , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[21]  S. Stoft Power System Economics: Designing Markets for Electricity , 2002 .

[22]  J. Pang,et al.  Oligopolistic Competition in Power Networks: A Conjectured Supply Function Approach , 2002, IEEE Power Engineering Review.

[23]  S. Stoft Power System Economics: Designing Markets for Electricity , 2002 .

[24]  R. Baldick,et al.  Capacity Constrained Supply Function Equilibrium Models of Electricity Markets: Stability, Non- decreasing constraints, and Function Space Iterations , 2002 .

[25]  Vikram S. Budhraja,et al.  California's Electricity Crisis , 2001 .

[26]  Bruce Hajek,et al.  Do Greedy Autonomous Systems Make for a Sensible Internet , 2003 .

[27]  G. Giraud Strategic market games: an introduction , 2003 .

[28]  T. Başar,et al.  Nash Equilibrium and Decentralized Negotiation in Auctioning Divisible Resources , 2003 .

[29]  R. Maheswaran A Game Theoretic Analysis of Agent-Mediated Resource Allocation , 2003 .

[30]  B. Hajek,et al.  Optimal allocation of a divisible good to strategic buyers , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[31]  Ramesh Johari,et al.  Efficiency loss in market mechanisms for resource allocation , 2004 .

[32]  R. Baldick,et al.  Theory and Application of Linear Supply Function Equilibrium in Electricity Markets , 2004 .

[33]  R.T. Maheswaran,et al.  Social welfare of selfish agents: motivating efficiency for divisible resources , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[34]  Lawrence M. Ausubel,et al.  The Lovely but Lonely Vickrey Auction , 2004 .

[35]  Bruce Hajek,et al.  Revenue and Stability of a Mechanism for Efficient Allocation of a Divisible Good , 2005 .

[36]  Yoav Shoham,et al.  Combinatorial Auctions , 2005, Encyclopedia of Wireless Networks.

[37]  John N. Tsitsiklis,et al.  Efficiency loss in a network resource allocation game: the case of elastic supply , 2004, IEEE Transactions on Automatic Control.

[38]  T.M. Stoenescu,et al.  A Pricing Mechanism which Implements in Nash Equilibria a Rate Allocation Problem in Networks , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[39]  Bruce E. Hajek,et al.  VCG-Kelly Mechanisms for Allocation of Divisible Goods: Adapting VCG Mechanisms to One-Dimensional Signals , 2006, 2006 40th Annual Conference on Information Sciences and Systems.

[40]  John N. Tsitsiklis,et al.  A scalable network resource allocation mechanism with bounded efficiency loss , 2006, IEEE Journal on Selected Areas in Communications.

[41]  J. Walrand,et al.  Mechanisms for Efficient Allocation in Divisible Capacity Networks , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[42]  R. Baldick,et al.  Stability of supply function equilibria implications for daily versus hourly bids in a poolco market , 2006 .

[43]  Edward J. Anderson,et al.  Finding Supply Function Equilibria with Asymmetric Firms , 2008, Oper. Res..

[44]  X. Vives Strategic Supply Function Competition with Private Information , 2008, SSRN Electronic Journal.

[45]  H. Moulin The price of anarchy of serial, average and incremental cost sharing , 2008 .

[46]  John N. Tsitsiklis,et al.  Efficiency of Scalar-Parameterized Mechanisms , 2008, Oper. Res..

[47]  Hervé Moulin,et al.  An efficient and almost budget balanced cost sharing method , 2010, Games Econ. Behav..

[48]  Tim Roughgarden,et al.  Algorithmic Game Theory , 2007 .

[49]  M. Dufwenberg Game theory. , 2011, Wiley interdisciplinary reviews. Cognitive science.

[50]  Jiawei Zhang,et al.  Design of price mechanisms for network resource allocation via price of anarchy , 2010 .