| 一种基于遗传算法的战场频率分配方法 |
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| 引用本文： | 于 江,张 磊,沈刘平,秦爱祥,王春岭. 一种基于遗传算法的战场频率分配方法[J]. 国际商务研究, 2011, 51(7) |
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| 作者姓名： | 于 江 张 磊 沈刘平 秦爱祥 王春岭 |
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| 作者单位： | 解放军73691部队，南京 210014;解放军理工大学 通信工程学院，南京 210007;解放军73681部队，南京 210042;解放军73691部队，南京 210014;解放军73691部队，南京 210014 |
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| 摘 要： | 分析了遗传算法的原理及其在频率分配领域中的应用，提出了一种启发式战场频率分配方法。该方法通过改进传统遗传算法的选择、交叉、变异过程来实现频率分配的特殊用途，并借助代价函数对生成的频率分配方案进行质量评估。仿真结果表明，该方法能够在一定程度上提高频谱资源的使用效率，可为从事频谱管理等相关行业的技术人员提供参考。
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| 关 键 词： | 战场频率分配；遗传算法；代价评估；频谱管理 |
A Battlefield Frequency Assignment Method Based on Genetic Algorithm |
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| YU Jiang,ZHANG Lei,SHEN Liu-ping,QIN Ai-xiang and WANG Chun-ling. A Battlefield Frequency Assignment Method Based on Genetic Algorithm[J]. International Business Research, 2011, 51(7) |
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| Authors: | YU Jiang ZHANG Lei SHEN Liu-ping QIN Ai-xiang WANG Chun-ling |
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| Affiliation: | Unit 73691 of PLA, Nanjing 210014, China;Institute of Communications Engineering,PLA University of Science and Technology, Nanjing 210007,China;Unit 73681 of PLA,Nanjing 210042,China;Unit 73691 of PLA, Nanjing 210014, China;Unit 73691 of PLA, Nanjing 210014, China |
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| Abstract: | The principle of Genetic Algorithm(GA) and its application in frequency assignment are analysed, and a heuristic method for frequency assignment in battlefield is presented. In this method, special purpose of frequency assignment is realized through improving the process of selection, crossover and mutation in the conventional GA, and the quality of frequency assignment projects is evaluated by means of cost function. Simulation results show that the method can enhance the utilization efficiency of spectrum resource to a certain extent, and provide references for the those who are engaged in electromagnetic spectrum management. |
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| Keywords: | battlefield frequency assignment genetic algorithm cost evaluation spectrum management |
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