| 利用GA—BP算法对模糊神经网络进行优化 |
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| 引用本文： | 王雷,姚灵石.利用GA—BP算法对模糊神经网络进行优化[J].燕山大学学报,1999,23(3):273-275,282. |
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| 作者姓名： | 王雷 姚灵石 |
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| 作者单位： | 燕山大学电器工程学院!秦皇岛０６６００４ |
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| 摘 要： | 分析了ＢＰ算法和遗传算法（ＧｅｎｅｔｉｅＡｌｇｏｒｉｔｈｍｓ，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。
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| 关 键 词： | 遗传算法 BP算法 模糊神经网络 优化 |
Optimizing Fuzzy Neural Network Using GA-BP Algorithm |
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| Wang Lei, Yao Lingshi, Wu Zhongqiang , Wu Shichang.Optimizing Fuzzy Neural Network Using GA-BP Algorithm[J].Journal of Yanshan University,1999,23(3):273-275,282. |
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| Authors: | Wang Lei Yao Lingshi Wu Zhongqiang Wu Shichang |
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| 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. |
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| Keywords: | genatic algorithm BP algorithm fuzzy neuralnetwork |
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