An improved Mamdani Fuzzy Neural Networks Based on PSO Algorithm and New Parameter Optimization
نویسندگان
چکیده
منابع مشابه
An Improved Mamdani Fuzzy Neural Networks Based on PSO Algorithm and New Parameter Optimization
As we all know, the parameter optimization of Mamdani model has a defect of easily falling into local optimum. To solve this problem, we propose a new algorithm by constructing Mamdani Fuzzy neural networks. This new scheme uses fuzzy clustering based on particle swarm optimization (PSO) algorithm to determine initial parameter of Mamdani Fuzzy neural networks. Then it adopts PSO algorithm to o...
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ژورنال
عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science
سال: 2016
ISSN: 2502-4760,2502-4752
DOI: 10.11591/ijeecs.v1.i1.pp201-206