| 分组量子遗传算法及其应用 |
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| 引用本文： | 郭海燕,金炜东,李丽,罗碧华. 分组量子遗传算法及其应用[J]. 西南科技大学学报, 2004, 19(1): 18-21,36 |
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| 作者姓名： | 郭海燕 金炜东 李丽 罗碧华 |
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| 作者单位： | 1. 西南交通大学电气学院,四川,成都,610031
2. 西南科技大学信息与控制工程学院,四川,绵阳,621000 |
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| 摘 要： | 量子遗传算法是一种高效的并行算法，但它易陷入局部极值。提出一种分组量子遗传算法，通过分层、分组等方法，保证了染色体的多样性。典型函数测试结果表明，分组量子遗传算法具有全局最优性，其性能优于其它几种遗传算法和QGA。
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| 关 键 词： | 分组量子遗传算法 生物进化模型 QGA的算法 量子计算 |
| 文章编号： | 1671-8755(2004)01-0018-04 |
Classified Quantum Genetic Algorithm and Its Application |
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| Guo Haiyan,Jin Weidong,Li Li,Luo Bihua .Southwest Jiaotong University,Chengdu ,Sichuan,China .Southwest University of Science and Technology,Mianyang ,Sichuan,China. Classified Quantum Genetic Algorithm and Its Application[J]. Journal of Southwest University of Science and Technology, 2004, 19(1): 18-21,36 |
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| Authors: | Guo Haiyan Jin Weidong Li Li Luo Bihua .Southwest Jiaotong University Chengdu Sichuan China .Southwest University of Science Technology Mianyang Sichuan China |
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| Affiliation: | Guo Haiyan~1,Jin Weidong~1,Li Li~2,Luo Bihua~2 1.Southwest Jiaotong University,Chengdu 610031,Sichuan,China 2.Southwest University of Science and Technology,Mianyang 621010,Sichuan,China |
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| Abstract: | Quantum genetic algorithm is an efficient parallel algorithm,but it drops into local optimum easi-ly. Classified quantum genetic algorithm assures the diversities of chromosome by delaminated and classi-fied. The results from typical function test demonstrate that it can converge in global space and the conver-gence speed of it is faster than other QGA. |
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| Keywords: | optimization genetic algorithm quantum genetic algorithm |
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