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Li Dawei(Anshan Institute of Iron and Steel Technology,Anshan 114002)Wang Li(Anshan Normal College,Anshan 114005)Wang Mengguang(Northeastern University,Shenyang 110006)  
The appearance of genetic algorithms and tabu search provide powerful tools for solving combinatorial optimization problems in high dimensions.The two methods either have some common bonds,or significant differences.Through analysing,we propose a hybrid strategy of genetic algorithm and tabu search.The memory function of tabu search is introduced into procedure of genetic algorithms.A new recombination operator is constructed,while mutation operator is replaced by tabu search.Genetic algorithm and hybrid strategy are used separately to solve traveling salesman problem.The experiment results show that the hybrid strategy is superior to the standard genetic algorithm in many aspects.
【CateGory Index】: N94
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Chinese Journal Full-text Database 10 Hits
1 DING Zhu1,2,MA Da-wei1,YU Cun-gui1,ZHANG Xue-feng3 (1.School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China;2.Unit 93704 of PLA,Beijing 101149,China;3.School of Computer Science,Anhui University of Techonology,Maanshan 243002,Anhui,China);Application of Hybrid Optimization Strategy Algorithm Based on Tabu Search and Particle Swarm Optimization Algorithms for Weapon-target Assignment Problems[J];Acta Armamentarii;2007-09
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China Proceedings of conference Full-text Database 4 Hits
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