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Leading crossover-New crossover operator
Author(s): 
Pages: 40-43
Year: Issue:  29
Journal: COMPUTER ENGINEERING AND APPLICATIONS

Keyword:  引导交叉自适应性收敛性函数优化全局最优解;
Abstract: 介绍了遗传算法的优化方法,在已经存在的交叉算子上提出了一种新的交叉算子--引导交叉,它结合了异位交叉和等位交叉的特点,并加入个体反码表示形式,在执行交叉操作前有一个自适应的选择交叉方式的判断,给出了5组不同的测试函数的仿真实验.实验结果表明,引导交叉算子可比其他交叉算子更有效地提高遗传算法的收敛性,且易于找到全局最优解.
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