【摘要】 针对基本遗传算法在求解多峰函数时很难找到全部最优解的问题,研究了基于淘汰相似结构机制的小生境遗传算法。用该算法对两个典型多峰函数求解的测试结果表明,该算法较之基本遗传算法有更强的全局搜索能力和更快的收敛速度。更多还原

【Abstract】 A niche genetic algorithm based on the mechanism of eliminating the similar structures was studied,as it is hard to find all the optimum solutions when using simple genetic algorithm to solve multimodal functions.Testing two typical multimodal functions shows that the niche genetic algorithm has more powerful global searching ability and can converge more quickly than the simple genetic algorithm.更多还原