Simple, Optimal and Efficient Auctions

We study the extent to which simple auctions can simultaneously achieve good revenue and efficiency guarantees in single-item settings. Motivated by the optimality of the second price auction with monopoly reserves when the bidders' values are drawn i.i.d. from regular distributions [12], and its approximate optimality when they are drawn from independent regular distributions [11], we focus our attention to the second price auction with general (not necessarily monopoly) reserve prices, arguably one of the simplest and most intuitive auction formats. As our main result, we show that for a carefully chosen set of reserve prices this auction guarantees at least 20% of both the optimal welfare and the optimal revenue, when the bidders' values are distributed according to independent, not necessarily identical, regular distributions. We also prove a similar guarantee, when the values are drawn i.i.d. from a--possibly irregular--distribution.

[1]  Jason D. Hartline Approximation in mechanism design , 2010, BQGT.

[2]  Roger B. Myerson,et al.  Optimal Auction Design , 1981, Math. Oper. Res..

[3]  Gagan Goel,et al.  Efficiency of (revenue-)optimal mechanisms , 2009, EC '09.

[4]  Tim Roughgarden,et al.  Revenue submodularity , 2009, EC '09.

[5]  Shuchi Chawla,et al.  Multi-parameter mechanism design and sequential posted pricing , 2010, BQGT.

[6]  Christos H. Papadimitriou,et al.  Efficiency-Revenue Trade-Offs in Auctions , 2012, ICALP.

[7]  Tim Roughgarden,et al.  Simple versus optimal mechanisms , 2009, SECO.

[8]  M. Satterthwaite,et al.  Efficient Mechanisms for Bilateral Trading , 1983 .

[9]  C. Papadimitriou,et al.  Complexity of Efficiency-Revenue Trade-offs in Bayesian Auctions , 2011 .

[10]  Yang Cai,et al.  Extreme-Value Theorems for Optimal Multidimensional Pricing , 2011, 2011 IEEE 52nd Annual Symposium on Foundations of Computer Science.

[11]  E. Samuel-Cahn Comparison of Threshold Stop Rules and Maximum for Independent Nonnegative Random Variables , 1984 .

[12]  Tim Roughgarden,et al.  Revenue maximization with a single sample , 2010, EC '10.

[13]  Jeremy I. Bulow,et al.  Auctions versus Negotiations , 1996 .

[14]  Zvika Neeman The effectiveness of English auctions , 2003, Games Econ. Behav..

[15]  Bruce E. Hajek,et al.  Efficiency loss in revenue optimal auctions , 2010, 49th IEEE Conference on Decision and Control (CDC).

[16]  Saeed Alaei,et al.  Bayesian Combinatorial Auctions: Expanding Single Buyer Mechanisms to Many Buyers , 2011, 2011 IEEE 52nd Annual Symposium on Foundations of Computer Science.