PSO算法的改进及应用研究 |
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引用本文: | 邓明宗,张雷波.PSO算法的改进及应用研究[J].企业科技与发展,2009(8):55-56. |
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作者姓名: | 邓明宗 张雷波 |
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作者单位: | 上汽通用五菱汽车股份公司,广西柳州545007 |
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摘 要: | 文章为PSO算法提供了一种新机制,使其在陷入局部最优时,以更大概率跳出局部最优位置,进入解空间的其他区域进行搜索,可大大增强PSO算法的全局搜索能力。
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关 键 词: | PSO 算法 概率 |
A Study on the Improvement and Applications of PSO Algorithm |
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Authors: | DENG Ming-zong ZHANG Lei-bo |
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Institution: | (SAIC-GM-Wuling Automobile Co.,Ltd., Liuzhou Guangxi 545007) |
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Abstract: | The article provides a new system for PSO algorithm, which makes it jump out the local optimum location at the greater probability, as it falls into the local optimum. In this case, this system can help PSO algorithm enter the other zones of solution space for keeping searching, which can improve the overall search capability of PSO algorithm greatly. |
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Keywords: | PSO algorithm probability |
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