| 具有禁忌算子的遗传算法目标优化分配 |
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| 引用本文： | 周创明,华继学,李成海.具有禁忌算子的遗传算法目标优化分配[J].空军工程大学学报,2005,6(2):87-91. |
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| 作者姓名： | 周创明 华继学 李成海 |
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| 作者单位： | 空军工程大学导弹学院 陕西三原713800
(周创明，华继学)，空军工程大学导弹学院 陕西三原713800(李成海) |
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| 基金项目： | 国防科技预研基金资助项目(51406030104DZ0120) |
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| 摘 要： | 针对地面防空作战中的多通道目标优化分配问题，给出了一种具有禁忌算子的混合遗传算法。该算法结合禁忌搜索算法和遗传算法二者的优点，既克服了禁忌算法全局搜索能力的不足，又提高了遗传算法的爬山能力，还解决了遗传算法容易陷入局部最优的问题，并使搜索过程具有记忆功能。仿真结果表明，该算法可有效给出求解多通道目标优化分配问题的满意解。
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| 关 键 词： | 目标优化分配 禁忌搜索算法 遗传算法 |
| 文章编号： | 1009-3516(2005)02-0087-05 |
| 修稿时间： | 2004年7月14日 |
An Optimized Method for Assigning Targets Based on GA with Tabu Operator |
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| ZHOU Chuang-ming,HU Ji-xue,LI Cheng hai.An Optimized Method for Assigning Targets Based on GA with Tabu Operator[J].Journal of Air Force Engineering University(Natural Science Edition),2005,6(2):87-91. |
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| Authors: | ZHOU Chuang-ming HU Ji-xue LI Cheng hai |
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| Institution: | The Missile Institute, Air Force Engineering University, Sanyuan, Shaanxi 713800, China |
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| Abstract: | A mixed genetic algorithm with the tabu search operator is proposed for multi-channel optimized target - assigning in operation of air defense. Both the advantages of tabu search algorithm and those of genetic algorithm are integrated into this algorithm. This algorithm avoids the shortage of global search capability of the tabu search algorithm, improves the mountain climbing capability of the genetic algorithm, solves the problem of being easily immersed in local optimization in the genetic algorithm and enables the search course to have a memory capability. The simulation result shows that the algorithm can effectively give a satisfied solution to the problem in solving multi-channel optimized target - assignment. |
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| Keywords: | optimize target assignment tabu search genetic algorithm |
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