| 一种嵌入思维进化的新的进化算法 |
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| 引用本文： | 杜金玲,刘大莲,李奇会.一种嵌入思维进化的新的进化算法[J].运筹与管理,2012,21(3):95-98. |
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| 作者姓名： | 杜金玲 刘大莲 李奇会 |
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| 作者单位： | 1. 山东建筑大学管理学院,山东济南,250101
2. 北京联合大学基础教学部,北京,100101 |
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| 摘 要： | 对于运筹学问题学中的函数优化问题,本文提出一种嵌入思维进化的新的进化算法,将思维进化计算(Mind Evolutionary Computation,MEC)的"趋同"和"异化"操作加入到进化算法中,充分利用其特有记忆机制、定向机制和探测与开采功能之间的协调机制的好性能,并加入K-meams聚类算法,保证群体多样性。最后,数值模拟验证了新算法的有效性。
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| 关 键 词： | 运筹学 进化计算 思维进化计算 趋同 异化 聚类 |
A New Evolutionary Algorithm for Global Optimization Embedded in the Mind Evolutionary Computation |
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| DU Jin-ling
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LIU Da-lian
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LI Qi-hui.A New Evolutionary Algorithm for Global Optimization Embedded in the Mind Evolutionary Computation[J].Operations Research and Management Science,2012,21(3):95-98. |
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| Authors: | DU Jin-ling LIU Da-lian LI Qi-hui |
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| Institution: | 1.School of Management Engineering,Shan Dong Jianzhu University,Jinan 250101,China;2.Department of Basic Course Teaching,Beijing Union University,Beijing 100101,China) |
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| Abstract: | A new evolutionary algorithm for global optimization embe dded in the mind evolutionary computation for optimal problem in operational reserch is offered in this paper.Operations of similartaxis and dissimilation of mind evolutionary computation join in with the EC to make the best of the good quality of the evolutionary directionality mechanism,memory mechanism and harmony mechanism between exploitation and exploration.Also,K-meams clustering algorithm is used to ensure the diversity of the population.At last,the numerical results also show that the new approach is efficient. |
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| Keywords: | operational reserch evolutionary computation mind evolutionary computation similartaxis dissimilation clustering |
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