SIMPLE - A Multi-Agent System for Simultaneous and Related Auctions

Authors:
Ruy Luiz Milidiu;Taciana Melcop;Frederico dos S. Liporace;Carlos J. Pereira de Lu
Affiliations:
-;-;-;-
Venue:
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Year:
2003

Citing 0
Cited 2

Efficient Bidding Strategies for Simultaneous Cliff-Edge Environments

IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Efficient bidding strategies for Cliff-Edge problems

Autonomous Agents and Multi-Agent Systems

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Abstract

This work describes a multi-agent architecture and strategy fortrade in simultaneous and related auctions. The proposed SIMPLEAgency combines an integer programming model, machine learningtechniques and knowledge engineering strategies to build itsdecision making process. Some well known problems in trading wereidentified in order to design the architecture. Each SIMPLE agentis concerned with one of the trading subproblems. This makes itpossible to apply different computational techniques to solve eachsubproblem separately and then combine their solutions. The TradingAgent Competition (TAC) is used to illustrate and test ourapproach. SIMPLE shows high performance on competitive scenariosusing the TAC server environment.