An Algorithm for Multi-Unit Combinatorial Auctions

We present a novel algorithm for computing the optimal winning bids in a combinatorial auction (CA), that is, an auction in which bidders bid for bundles of goods. All previously published algorithms are limited to single-unit CAs, already a hard computational problem. In contrast, here we address the more general problem in which each good may have multiple units, and each bid species an unrestricted number of units desired from each good. We prove the correctness of our branch-and-bound algorithm, which incorporates a specialized dynamic programming procedure. We then provide very encouraging initial experimental results from an implemented version of the algorithm.

• Type: Conference
• Year: 2000
• Where: AAAI
• Authors: Kevin Leyton-Brown, Yoav Shoham, Moshe Tennenholtz
• Keywords: AAAI 2000, Hard Computational Problem, Intelligent Agents, Optimal Winning Bids, Single-unit Cas