| 适应值共享小生境遗传算法实现与性能比较分析 |
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| 引用本文： | 赵越,;茹婷婷.适应值共享小生境遗传算法实现与性能比较分析[J].通化师范学院学报,2014(8):48-50. |
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| 作者姓名： | 赵越 ;茹婷婷 |
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| 作者单位： | [1]吉林建筑大学计算机科学与工程学院,吉林长春130118; [2]吉林建筑大学基础科学部,吉林长春130118 |
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| 基金项目： | 吉林省教育厅“十一五”科学技术研究项目（吉教科合字[2010]第314号）. |
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| 摘 要： | 小生境遗传算法是近年来智能计算领域的研究热点之一,基于适应值共享的小生境遗传算法在解决多种优化问题时收到了很好的效果.该文对基于适应值共享小生境遗传算法的多种实现机制进行探索,并对不同类型算法各自的性能、适应情形和优缺点进行比较分析.
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| 关 键 词： | 小生境遗传算法 适应值共享 优化问题 |
Analysis on Implementation Mechanism and Performance of Niche Genetic Algorithm Based on Fitness Sharing |
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| Institution: | ZHAO Yue , RU Ting - ting (1. School of Computer Science ＆ Engineering, Jilin Jianzhu University, Changchun , Jilin 130118, China; 2. Department of Basic Sciences, Jilin Jianzhu University, Changchun, Jilin 130118, China) |
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| Abstract: | The niche genetic algorithm is one of hot research issues in the field of computational intelligence in re cent years. In many optimization problems the niche genetic algorithm could reach better numerical solution based on the fitness sharing way. The paper explored several ways to realize the niche genetic algo rithm based on the fitness sharing mechanism. The performance, situation, advantages and disadvantages of the algorithms are also analyzed |
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| Keywords: | niche genetic algorithm fitness sharing optimization |
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