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并行遗传算法综述 被引量:10

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摘要 并行遗传算法综述王大明毛宗源(华南理工大学自动化系,510641,广州)关键词:遗传算法;并行;进化算法中图分类号:TP18遗传算法是一类基于自然选择和遗传学原理的有效搜索方法,许多领域成功地应用遗传算法得到了问题的满意解.虽然GAs通常能在合理的时...
出处 《暨南大学学报(自然科学与医学版)》 CAS CSCD 1998年第1期20-25,共6页 Journal of Jinan University(Natural Science & Medicine Edition)
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  • 1Mostaghim S,Teich J.Strategies for Finding Local Guides in Multi-objective Particle Swarm Optimization (MOPSO)[A].Proc of the IEEE Swarm Intelligence Symposium[C].Indianapolis,2003:26-33.
  • 2Shi Y,Eberhart R C.A modified Particle Swarm Optimizer[A].Proc of the IEEE Congress on Evolutionary Computation[C].Piscataway,1998:69-73.
  • 3Eberhart R C,Shi Y.Particle Swarm Optimization:Developments,Applications and Resources[A].Proc of the IEEE Congress on Evolutionary Computation[C].Seoul,2001:81-86.
  • 4Schutte J F,Reinbolt J A,Fregly B J,et al.Parallel Global Optimization with the Particle Swarm Algorithm[J].Int J Numerical Methods in Engineering,2004,61(13):2296-2315.
  • 5Peram T,Veeramachaneni K,Mohan C K.Fitness-distance-ratio Based Particle Swarm Optimization[A].Proc of the IEEE Swarm Intelligence Symposium[C].Indianapolis,2003:174-181
  • 6Brian Birge.PSOT-A Particle Swarm Optimization Toolbox for Use with Matlab[A].Proc of the IEEE Swarm Intelligence Symposium[C].Indianapolis,2003:182-186.
  • 7Erick Cantu Paz,David E Goldberg.Efficient Parallel Genetic Algorithms:Theory and Practice[J].Computer Methods in Applied Mechanics and Engineering,2000,186(2):221-238.
  • 8Enrique Alba,José M Troya.Analyzing Synchronous and Asynchronous Parallel Distributed Genetic Algorithms[J].Future Generation Computer Systems,2001,17(4):451-465.
  • 9Ioan Cristian Trelea.The Particle Swarm Optimization Algorithm:Convergence Analysis and Parameter Selection[J].Information Processing Letters,2003,85(6):317-325.
  • 10金希东,李治.遗传-灾变算法及其在非线性控制系统中的应用[J].系统仿真学报,1997,9(2):111-115. 被引量:25

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