| 免疫遗传算法在BP网络结构优化中的应用 |
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| 引用本文： | 高兴培.免疫遗传算法在BP网络结构优化中的应用[J].广东广播电视大学学报,2005,14(1):28-31,35. |
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| 作者姓名： | 高兴培 |
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| 作者单位： | 茂名广播电视大学,广东茂名,525000 |
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| 摘 要： | 免疫遗传算法是基于免疫原理的改进遗传算法，它能克服遗传算法易早熟、搜索效率低、不能很好保持个体的多样性等缺点。本文将免疫遗传算法用于BP网络结构优化设计中，仿真实验结果表明，该方法有很好的效果。
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| 关 键 词： | 免疫遗传算法 BP网络 结构优化 |
| 文章编号： | 1008-9764(2005)01-0028-05 |
Application of Immune Genetic Algorithm in Structural Optimization on BP Network |
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| GAO Xing-pei.Application of Immune Genetic Algorithm in Structural Optimization on BP Network[J].Journal of Guangdong Radio & Television University,2005,14(1):28-31,35. |
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| Authors: | GAO Xing-pei |
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| Abstract: | As an improved genetic algorithm based on mechanism of biological immunity,immune genetic algorithm can avoid the problems of genetic algorithm on precocity,search efficiency and individual diversity.In the paper,immune genetic algorithm is used to optimize the construction of BP network.The results of simulation experiment shows that the algorithm has good effect. |
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| Keywords: | immune genetic algorithm BP network structural optimization |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
