| ALGA在岸基导弹航路规划中的应用研究 |
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| 引用本文： | 王光源,汲万峰,张非非,章尧卿,孙钧正.ALGA在岸基导弹航路规划中的应用研究[J].电光与控制,2012,19(5):1-6. |
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| 作者姓名： | 王光源 汲万峰 张非非 章尧卿 孙钧正 |
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| 作者单位： | 海军航空工程学院,山东烟台,264001 |
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| 基金项目： | 海军航空工程学院自然科学基金 |
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| 摘 要： | 针对基本遗传算法(GA)易局部收敛的缺陷,设计了基于模式搜索的自学习算子,提出一种基于模式搜索的自学习遗传算法(ALGA)。通过仿真测试函数将ALGA与基本遗传算法、自适应遗传算法(AGA)进行比较,显示改进的ALGA提高了算法的综合搜索能力。将改进的ALGA运用到岸基导弹航路规划中,并进行仿真实验,仿真结果验证了改进算法的有效性。
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| 关 键 词： | 航路规划 模式搜索 ALGA 遗传算法 |
| 收稿时间： | 2011/8/1 |
Application of ALGA in Path Planning of Shore-Based Missiles |
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| WANG Guangyuan
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JI Wanfeng
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ZHANG Feifei
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ZHANG Yaoqing
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SUN Junzheng.Application of ALGA in Path Planning of Shore-Based Missiles[J].Electronics Optics & Control,2012,19(5):1-6. |
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| Authors: | WANG Guangyuan JI Wanfeng ZHANG Feifei ZHANG Yaoqing SUN Junzheng |
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| Affiliation: | (Naval Aeronautical and Astronautical University,Yantai 264001,China) |
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| Abstract: | The Genetic Algorithm(GA) has the shortcoming of easy to get into local convergence.To solve the problemwe designed a self learning operator based on pattern searchand proposed an improved Genetic algorithmActive Learning Genetic Algorithm (ALGA) with pattern search.Simulation test was made to compare ALGA with standard GA and Adaptive Genetic algorithm (AGA)and the result showed that ALGA can enhance the general search ability.The ALGA was used in the shore based missile's path planning and validated by simulation. |
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| Keywords: | path planning pattern search Active Learning Genetic Algorithm (ALGA) genetic algorithm |
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