作者
Konstantinos E Parsopoulos, Elpiniki I Papageorgiou, PP Groumpos, Michael N Vrahatis
发表日期
2003/12/8
研讨会论文
IEEE Congress on Evolutionary Computation
卷号
2
页码范围
1440-1447
出版商
IEEE
简介
We introduce a new algorithm for fuzzy cognitive maps learning. The proposed approach is based on the particle swarm optimization method and it is used for the detection of proper weight matrices that lead the fuzzy cognitive map to desired steady states. For this purpose a properly defined objective function that incorporates experts' knowledge is constructed and minimized. The application of the proposed methodology to an industrial control problem supports the claim that the proposed technique is efficient and robust.
引用总数
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学术搜索中的文章
KE Parsopoulos, EI Papageorgiou, PP Groumpos… - The 2003 Congress on Evolutionary Computation …, 2003
CD Skokos, KE Parsopoulos, PA Patsis - Proceedings of the 1–st International Conference '' …, 2004