| 基于正交设计的免疫克隆遗传算法 |
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| 引用本文： | 宫照煊,王莉.基于正交设计的免疫克隆遗传算法[J].鞍山科技大学学报,2010(5). |
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| 作者姓名： | 宫照煊 王莉 |
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| 作者单位： | 辽宁科技大学电子与信息工程学院; |
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| 摘 要： | 针对遗传算法存在早熟及局部搜索能力弱等问题,提出一种基于正交设计的免疫克隆遗传算法,将正交实验设计原理、免疫克隆理论以及标准遗传算法有效结合起来,增强算法的收敛速度和搜索精度。对算法进行了验证,表明该算法求解精度高出几个数量级,寻找到全局最优解的次数明显增加。
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| 关 键 词： | 正交设计 免疫克隆 遗传算法 |
Immune cloning genetic algorithm with orthogonal design |
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| GONG Zhao-xuan,WANG Li.Immune cloning genetic algorithm with orthogonal design[J].Journal of Anshan University of Science and Technology,2010(5). |
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| Authors: | GONG Zhao-xuan WANG Li |
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| Affiliation: | GONG Zhao-xuan,WANG Li(School of Electronics and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China) |
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| Abstract: | According to the problem that the immunity monoclonal genrtic algorithm also has premature and poor local search ability,an immune cloning genetic algorithm with orthogonal design is proposed.The convergence speed and search precision could be enhanced by combining orthogonal experiment design principle,immune cloning theory and standard genetic algorithm.The simulation results show that this algorithm has better precision and global optimization ability. |
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| Keywords: | orthogonal experiment design immune cloning genetic algorithm |
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