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力学学报  2002 

HYBRID GENETIC ALGORITHMS OF GLOBAL OPTIMUM FOR OPTIMIZATION PROBLEMS
最优化问题全局寻优的混合遗传算法

Keywords: global optimum,hybrid algorithms,genetic algorithms,BFGS method,nonlinearprogramming problems
全局最优
,混合算法,遗传算法,BFGS方法,非线性规划

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Abstract:

Based on the BFGS method and real-code genetic algorithms, a hybrid computa-tional intellective algorithm has been established by setting BFGS method in real-code geneticalgorithms. In the given hybrid genetic algorithm, the BFGS method is taken as a geneticoperator which parallels to the select, crossover and mutation operators. The hybrid algorithmhas paid attention to both the advantages of BFGS method and genetic algorithms. It not onlyhas a rather high convergence speed, but also can locate the global optimum with a rather largeprobability. Numerical results show that the present algorithm is a promising approach for solvingglobal optimization problems.

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