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OALib Journal期刊
ISSN: 2333-9721
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Study of Hybrid Genetic Algorithm Based on Simulated Annealing
基于模拟退火的混合遗传算法研究

Keywords: Genetic Algorithm(GA),Simulated Annealing(SA),Hybrid Algorithm,Nonlinear Optimization
遗传算法
,模拟退火,混合算法,非线性约束

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Abstract:

Taking a modified Simulated Annealing algorithm as a genetic operator realized the combination of the local searching ability of SA and global searching ability of GA. A new hybrid algorithm of Genetic Simulated Annealing had been designed with dynamic probability of crossover and mutation, and tested by a nonlinear function optimization. The results indicated the hybrid algorithm can improve significantly the efficiency of GA for solving nonlinear optimization.

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