| 一种用于函数优化的量子克隆算法 |
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| 引用本文： | 倪红梅,王维刚.一种用于函数优化的量子克隆算法[J].长春理工大学学报,2009,32(2):285-287,278. |
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| 作者姓名： | 倪红梅 王维刚 |
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| 作者单位： | 倪红梅(大庆石油学院,计算机与信息技术学院,大庆,163318);王维刚(大庆石油学院,机械科学与工程学院,大庆,163318)
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| 摘 要： | 为了解决传统量子进化算法用于复杂函数优化易陷入早熟和收敛速度慢等问题,将克隆算子引入到量子进化算法中,提出了一种新型的进化算法一量子克隆算法.该算法既借鉴了量子进化算法的高效并行性又利用克隆算子增加种群的多样性.提高了算法在解决函数优化问题的全局寻优能力.仿真结果表明,该算法优于传统的量子进化算法,较好地解决了复杂函数的优化问题.
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| 关 键 词： | 量子进化算法 函数优化 克隆选择 量子克隆算法 |
Quantum Clone Algorithm which uses in the Function Optimizing |
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| NI Hongmei,WANG Weigang.Quantum Clone Algorithm which uses in the Function Optimizing[J].Journal of Changchun University of Science and Technology,2009,32(2):285-287,278. |
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| Authors: | NI Hongmei WANG Weigang |
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| Affiliation: | NI Hongmei1,WANG Weigang2 (1. School of Computer , Information Technology,Daqing Petroleum Institute,Daqing 163318,2. School of Mechanical Science , Engineering,Daqing 163318) |
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| Abstract: | In order to solve the questions of the traditional quantum evolution algorithm, which are easy to fall into precocity and the slow convergence rate in the complex function optimizing, clone operator is introduced into the quantum evolution algorithm. The quantum clone algorithm which is a kind of new evolution algorithm is proposed. This algorithm both has drawn lessons from the highly effective parallelism of quantum evolution algorithm and has used the multiplicity of clone operator increasing population.... |
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| Keywords: | Quantum evolution algorithm Function optimization Clone choice Quantum clone algorithm |
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