| 遗传算法及其在化学领域中的应用 |
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| 引用本文： | 胡兰萍,黄海斌.遗传算法及其在化学领域中的应用[J].海南师范大学学报(自然科学版),2006,19(3):261-266. |
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| 作者姓名： | 胡兰萍 黄海斌 |
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| 作者单位： | 1. 南通大学化学化工学院,江苏,南通,226006;南京理工大学现代光谱研究室,江苏,南京,210014
2. 南通大学化学化工学院,江苏,南通,226006 |
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| 基金项目： | 南通市科技基金资助项目(k2006007) |
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| 摘 要： | 简要地介绍了遗传算法的基本原理、理论基础及其在化学领域中的若干应用.指出遗传算法是基于自然选择和基因遗传学原理的随机的搜索算法,它无需体系的先验知识,能在许多局部较优中找到全局最优点;它以其解决非线性问题的鲁棒性、全局收敛性具有独特的吸引力,正引起越来越多的研究及应用.
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| 关 键 词： | 遗传算法 模式定理 应用 |
| 文章编号： | 1671-8747(2006)03-0261-06 |
| 修稿时间： | 2006年3月20日 |
Genetic algorithm and its application in the chemistry field |
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| HU Lan-ping,HUANG Hai-bin.Genetic algorithm and its application in the chemistry field[J].Journal of Hainan Normal University:Natural Science,2006,19(3):261-266. |
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| Authors: | HU Lan-ping HUANG Hai-bin |
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| Abstract: | Genetic algorithm is a kind of stochastic searching algorithm based on natural selection and the principle of genetics, which can discover the furthest global strongpoint from the many better locals without the systematic apriori knowledge. Nowadays, with the unique appeal of robustness and global convergence properties of solving nonlinear problems, it has been attracting more and more people's attention to study and bringing the upsurge of application. Here the author briefly introduced the rationale and theoretic foundation of genetic algorithm, as well as its application in the chemistry field. |
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| Keywords: | genetic algorithm schema theorem application |
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