马光文, 王黎. 遗传算法在桁架结构优化设计中的应用[J]. 工程力学, 1998, 15(2): 38-44.
引用本文: 马光文, 王黎. 遗传算法在桁架结构优化设计中的应用[J]. 工程力学, 1998, 15(2): 38-44.
Ma Guangwen, Wang Li. OPTIMIZATION OF TRUSS STRUCTURES USING GENETIC ALGORITHM[J]. Engineering Mechanics, 1998, 15(2): 38-44.
Citation: Ma Guangwen, Wang Li. OPTIMIZATION OF TRUSS STRUCTURES USING GENETIC ALGORITHM[J]. Engineering Mechanics, 1998, 15(2): 38-44.

遗传算法在桁架结构优化设计中的应用

OPTIMIZATION OF TRUSS STRUCTURES USING GENETIC ALGORITHM

  • 摘要: 本文提出桁架结构系统优化设计的新方法-遗传算法。它与常规化算法的不同之处在于从多个初始点开始寻优,并采用交迭和变异算子避免过早地收敛到局部最优解,可获得全局最优解,且不受初始值影响。该算法不必求导计算,编程简单、快捷,尤其适用于具有离散变量的结构优化设计问题。

     

    Abstract: This paper presents a genetic algorithm (GA) for optimizing truss structural system with discrete design variables. It differs from existing mathematical programming methods in that the GA uses a population of initial points in contrast to the single-point approach by the traditional ones. The optimal solution by GA is no longer dependent on initial search values, and will guarantee a global optimum. Derivative calculation is not necessary and computer program is simple. Genetic algorithm is best suited for structural optimizations which have discrete variables.

     

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