| 基于遗传算法的武器系统组合优化方法 |
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| 引用本文： | 孙建彬,邢立宁. 基于遗传算法的武器系统组合优化方法[J]. 价值工程, 2011, 30(29): 9-11 |
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| 作者姓名： | 孙建彬 邢立宁 |
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| 作者单位： | 国防科学技术大学信息系统与管理学院,长沙,410072 |
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| 基金项目： | 国家自然科学基金资助项目:基于可执行模型的体系优化设计理论、方法和技术研究(70971131) |
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| 摘 要： | 组合多样化的武器系统,达到使用效能最优,已成为打赢信息化条件下局部战争亟待解决的一个核心问题。本文采用改进的遗传算法解决了武器系统组合优化问题:采用字符串编码方式,设计应用DP算法、单点交换等规则,为解决武器系统组合优化问题提供了有益的借鉴。将此模型应用于一个实际武器系统组合优化问题,获得了非常满意的结果,证明了算法的可行性。
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| 关 键 词： | 遗传算法 DP算法 组合优化 |
The Method of Weapons System Combinatorial Optimization Based on Genetic Algorithm |
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| Sun Jianbin,Xing Lining. The Method of Weapons System Combinatorial Optimization Based on Genetic Algorithm[J]. Value Engineering, 2011, 30(29): 9-11 |
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| Authors: | Sun Jianbin Xing Lining |
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| Affiliation: | Sun Jianbin,Xing Lining (School of Information System and Management,National University of Defense Technology,Changsha 410072,China) |
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| Abstract: | How to effectively combine diversified equipment,achieving the optimal use efficiency,has become a central issue desiderating to solve which relates to improve the ability of winning a local war under the condition of information.This paper solved combinatorial optimization problems according to ameliorative genetic algorithm :bringing out the string coding method,designing as class DP algorithm,single-point exchange rules etc.This model,as applied to weapons system simulation optimization problem,has obtai... |
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| Keywords: | Genetic Algorithm DP Algorithm Combinatorial Optimization |
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