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利用GA-BP算法对模糊神经网络进行优化
Optimizing Fuzzy Neural Network Using GA-BP Algorithm
【摘要】 分析了BP算法和遗传算法(GeneticAlgorithms,以下简称GA)各自的优缺点.将改进的GA与BP算法相结合,提出了一种新的GA-BP算法,并将其应用于模糊神经网络的参数优化.仿真结果验了本算法的有效性.
【Abstract】 This paper analyzes the advantage and flaw of BPalgorithm and genetic algorithm(GA). Basing the improvedGA. and combining BP algorithm, we present a kind of newGA-BP algorithm, and optimize fuZZy neural network by usingthis GA-BP algorithm. The simulation verifies. its validity.
- 【文献出处】 燕山大学学报 ,JOURNAL OF YANSHAN UNIVERSITY , 编辑部邮箱 ,1999年03期
- 【分类号】O229
- 【被引频次】5
- 【下载频次】115