A first study of fuzzy cognitive maps learning using particle swarm optimization

机译：基于粒子群算法的模糊认知图学习初探

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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.

机译：我们介绍了一种用于模糊认知图学习的新算法。所提出的方法基于粒子群优化方法，并且用于检测适当的权重矩阵，从而将模糊认知图引导至所需的稳态。为此，构建并最小化了包含专家知识的正确定义的目标函数。所提出的方法论在工业控制问题上的应用支持了所提出的技术是高效且鲁棒的主张。

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来源
《Evolutionary Computation, 2003. CEC '03. The 2003 Congress on》|2003年|p.1440-1447|共8页
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Parsopoulos; K.E.; Papageorgiou; E.I.; Groumpos; P.P.; Vrahatis; M.N.;
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中图分类无线电电子学、电信技术;
关键词
optimisation; industrial control; decision making; fuzzy systems; learning (artificial intelligence); fuzzy cognitive maps learning; particle swarm optimization; industrial control problem; decision making; proper weight matrix;

机译：优化;工业控制;决策制定;模糊系统;学习（人工智能）;模糊认知图学习;粒子群优化;工业控制问题;决策制定;适当的权重矩阵;

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1. Improving fuzzy cognitive maps learning through memetic particle swarm optimization [J] . Y. G. Petalas, K. E. Parsopoulos, M. N. Vrahatis Soft Computing . 2009,第1期

机译：通过模因粒子群优化改进模糊认知图学习
2. Improving fuzzy cognitive maps learning through memetic particle swarm optimization [J] . Petalas YG, Parsopoulos KE, Vrahatis MN Soft computing: A fusion of foundations, methodologies and applications . 2009,第1期

机译：通过模因粒子群优化改进模糊认知图学习
3. Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization [J] . ELPINIKI I. PAPAGEORGIOU, KONSTANTINOS E. PARSOPOULOS, CHRYSOSTOMOS S. STYLIOS, Journal of Intelligent Information Systems . 2005,第1期

机译：基于粒子群算法的模糊认知图学习
4. Fuzzy cognitive map learning based on multi-objectiveparticle swarm optimization [C] . Song Hengjie, Miao Chunyan, Shen Zhiqi, Annual conference on Genetic and evolutionary computation;Conference on Genetic and evolutionary computation . 2007

机译：基于多目标粒子群算法的模糊认知图学习
5. Fuzzy search strategy generation for adversarial systems using fuzzy process particle swarm optimization, fuzzy patterns, and a hunch factor. [D] . Coffman-Wolph, Stephany. 2013

机译：使用模糊过程粒子群优化，模糊模式和预感因子的对抗系统模糊搜索策略生成。
6. Blind Channel and Data Estimation Using Fuzzy Logic-Empowered Opposite Learning-Based Mutant Particle Swarm Optimization [O] . Muhammad AsadUllah, Muhammad Adnan Khan, Sagheer Abbas, 2018

机译：基于模糊逻辑的基于相反学习的变异粒子群算法的盲信道和数据估计
7. A First Study of Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization [O] . Konstantinos E. Parsopoulos, Petros P. Groumpos 2003

机译：基于粒子群算法的模糊认知图学习初探

A first study of fuzzy cognitive maps learning using particle swarm optimization

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