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结构优化设计的变长度染色体混沌遗传算法

A Chaos Messy Genetic Algorithm of Structural Optimization
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摘要 为解决离散变量结构优化问题,将混沌搜索与遗传算法相结合,加速了收敛速度,同时变长度染色体中的拼接算子和截断算子能确保染色体的多样性,避免遗传算法陷入局部最优.算例表明:在计算量不大时可获得相当良好的全局性优化解. In order to reach structural optimization of discrete variable, the chaos search and the genetic algorithm are used combinatively, which accelerates the convergence rate. At the same time the changing length of the chromosome with the splicing operator and the interruption operator can guarantee the multiplicity of the chromosome, and avoid the genetic algorithm falling into the most superior party. The computational example indicates that this method can obtain a better solution at a less cost.
出处 《华北水利水电学院学报》 2006年第4期23-25,共3页 North China Institute of Water Conservancy and Hydroelectric Power
关键词 遗传算法 离散变量 混沌搜索 拼接算子 截断算子 结构优化 genetic algorithm discrete variable chaos search splicing operator interruption operator structural optimization
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  • 1Mitsuo Gen,KwanWoo Kim,Genji Yamazaki.Project Scheduling Using Hybrid Genetic Algorithm with Fuzzy Logic Controller in SCM Environment[J].Tsinghua Science and Technology,2003,8(1):19-29. 被引量:1
  • 2张晓缋,戴冠中,徐乃平.一种新的优化搜索算法──遗传算法[J].控制理论与应用,1995,12(3):265-273. 被引量:97
  • 3王丽薇,洪勇,洪家荣.遗传算法的收敛性研究[J].计算机学报,1996,19(10):794-797. 被引量:31
  • 4孙艳丰,王众托.关于遗传算法图式定理的分析研究[J].控制与决策,1996,11(A01):221-224. 被引量:7
  • 5Han Y S, Guo P F. A hybrid genetic algorithm for structural optimization with discrete variables[A]. Proceedings of the First China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System [C]. Xi'an: Xidian University Press, 1999. 157- 164.
  • 6Rafiq M Y, Southcombe C. Genetic algorithms in optimal design and detailing Of reinforced concrete biaxial columns supported by a declarative approach for capacity checking[ J ].Computer & Structures, 1998,69(4) :443 - 457.
  • 7Yan W, Hong W S, Sun Y K. A hybrid genetic algorithm based on mutative scale chaos optimization strategy [ J ].Journal of University of Science and Technology Beijing,2002.9(6) :470 - 473.
  • 8Chien S, Yang Z W, Hou E. Genetic algorithm approach for transit route planning and design [ J ]. Journal of Transportation Engineering, 2001,127(3) :200 - 207.
  • 9Choi B K, Yang B S. Optimal design of rotor-bearing systems using immune-genetic algorithm [ J ]. Journal of Vibration and Acoustics, 2001,123(3) : 398 - 400.
  • 10Strasmer T, Busold M, Herrmann W A. MM3 parameterization of four-and five-coordinated rhenium complexes by a genetic algorithm [ J ]. Journal of Computational Chemistry, 2002,23(2) : 282 - 290.

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