| 一种新的微分进化文化算法 |
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| 引用本文： | 张春鲜,张磊,庄凤庭,高尚. 一种新的微分进化文化算法[J]. 科学技术与工程, 2009, 9(5) |
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| 作者姓名： | 张春鲜 张磊 庄凤庭 高尚 |
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| 作者单位： | 江苏科技大学电子信息学院,镇江,212003;江苏科技大学电子信息学院,镇江,212003;苏州大学江苏省计算机信息处理技术重点实验室,苏州,215006 |
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| 基金项目： | 江苏省计算机信息处理技术重点实验室开放课题，江苏省青蓝工程项目，江苏省高校自然科学基础研究项目 |
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| 摘 要： | 考虑到文化算法的双重性和微分进化在解决约束优化问题中的优异,提出用微分进化来模拟文化算法的群体空间,完成其微观方面的进化.根据群体空间调整文化算法的信念空间并设置相应的通讯协议——accept()和influence().最后,用典型实例对微分进化文化算法进行测试,结果显示出它在解决约束优化问题的优越性.
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| 关 键 词： | 微分进化 文化算法 约束优化 |
New Cultural Algorithm with Differential Evolution |
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| ZHANG Chun-xian,ZHANG Lei,ZHUANG Feng-ting,GAO Shang. New Cultural Algorithm with Differential Evolution[J]. Science Technology and Engineering, 2009, 9(5) |
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| Authors: | ZHANG Chun-xian ZHANG Lei ZHUANG Feng-ting GAO Shang |
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| Affiliation: | School of Electrics and Information;Jiangsu University of Science and Technology1;Zhenjiang 212003;P.R.China;Provincial Key Laboratory of Computer Information Processing Technology;Soochow University2;Suzhou 215006;P.R.China |
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| Abstract: | Using differential evolution to model the population space of cultural algorithm and to compete the micro-evolutionary level is proposed here,considering cultural algorithm is a dual evolutionary technique and differential evolution to deal with constrained optimization is better than others. Then belief space of cultural algorithm is adjusted and the communication protocols of accept function and influence function are set. Finally,cultural algorithm with differential evolution shows superiority on dealing... |
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| Keywords: | differential evolution cultural algorithm constrained optimization |
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