On solving distributed fuzzy constraint satisfaction problems with agents
conference contribution
posted on 2024-07-09, 18:46 authored by Thang Nguyen Xuan, Ryszard KowalczykRyszard KowalczykFuzzy Constraint Satisfaction Problem (FCSP) offers flexible modelling and solving of many real world problems such as scheduling and resource allocation. In this paper, we focus on Distributed Fuzzy Constraint Satisfaction problems (DisFCSP) where fuzzy constraints and variables of the problems are distributed among a set of collaborative agents. We propose two approaches to solve these problems: An iterative method and an adaptation of the Asynchronous Distributed constraint OPTimization algorithm (ADOPT) for solving DisFCSP. We also present experiments on the performance comparison of the two approaches.
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769530273Journal title
Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007Conference name
The IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007Pagination
3 ppPublisher
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