BOB: Improved winner determination in combinatorial auctions and generalizations
@article{Sandholm2003BOBIW, title={BOB: Improved winner determination in combinatorial auctions and generalizations}, author={T. Sandholm and S. Suri}, journal={Artif. Intell.}, year={2003}, volume={145}, pages={33-58} }
Combinatorial auctions can be used to reach efficient resource and task allocations in multiagent systems where the items are complementary or substitutable. Determining the winners is NP- complete and inapproximable, but it was recently shown that optimal search algorithms do very well on average. This paper presents a more sophisticated search algorithm for optimal (and anytime) winner determination, including structural improvements that reduce search tree size, faster data structures, and… CONTINUE READING
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