Title :
A Novel Fuzzy Attitude Based Bidding Strategy for Multi-attribute Auction
Author :
Goyal, Madhu ; Lu, Jie ; Zhang, Guangquan
Author_Institution :
Univ. of Technol., Sydney, NSW
Abstract :
Auctions have recently commanded a lot of attention in the field of multi-agent systems. To be successful in open multi-attribute auctions, agents must be capable of adapting different strategies and tactics to their prevailing circumstances. This paper presents a software test-bed for studying autonomous bidding strategies in simulated auctions for procuring goods. It shows that agents´ bidding strategy explore the attitudes and behaviors that help agents to manage dynamic assessment of alternative prices of goods given the different scenario conditions. Our agent also uses fuzzy techniques for the decision making: to make decisions about the outcome of auctions, and to alter the agent´s bidding strategy in response to the different criteria and market conditions
Keywords :
electronic commerce; fuzzy set theory; multi-agent systems; program testing; bidding strategy; fuzzy attitude; multi-agent systems; multi-attribute auction; software test-bed; Australia; Consumer electronics; Decision making; Electronic commerce; Fuzzy control; Intelligent agent; Protocols; Uncertainty; Vehicle driving; Vehicle dynamics; attitude based agent; fuzzy decision making; multi-agent negotiation;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology Workshops, 2006. WI-IAT 2006 Workshops. 2006 IEEE/WIC/ACM International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2749-3
DOI :
10.1109/WI-IATW.2006.15