| 基于模拟退火的混合遗传算法 |
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| 引用本文： | 彭东海.基于模拟退火的混合遗传算法[J].湖南工程学院学报(自然科学版),2005,15(3):53-57. |
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| 作者姓名： | 彭东海 |
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| 作者单位： | 湖南人文科技学院,计算机系,湖南,娄底,417000 |
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| 摘 要： | 分析了遗传算法和模拟算法的优缺点，并将两种算法进行混合，提出一种基于模拟退火的混合遗传算法以弥补两个算法的不足，理论分析和仿真实验表明该方法的有效性和可行性。
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| 关 键 词： | 遗传算法 模拟退火算法 混合遗传算法 欺骗函数 |
| 文章编号： | 1671-119X(2005)03-0053-05 |
| 收稿时间： | 01 3 2005 12:00AM |
| 修稿时间： | 2005年1月3日 |
A Mixed Genetic Algorithm Based on Simulated Annealing |
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| PENG Dong-hai.A Mixed Genetic Algorithm Based on Simulated Annealing[J].Journal of Hunan Institute of Engineering(Natural Science Edition),2005,15(3):53-57. |
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| Authors: | PENG Dong-hai |
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| Abstract: | GA(genetic algorithm) is a kind of optimization algorithms.It simulats the theory of nature biology individual evolution,and is widely utilized recently.But SA(Simulated Annealing) is another kind of optimization algorithms.It simulats the theory of Solid Annealing.In this paper,the advantages and the disadvantages of the two kinds of algorithms are analyzed.To avoid their disadvantages a Mixed Genetic Algorithm Based on Simulated Annealing is proposed.The theoretic analysis and the simulation results suggest that the scheme is feasible and effective. |
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| Keywords: | Genetic Algorithm Simulated Annealing Mixed Genetic Algorithm Cheat Function |
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