【摘要】 对6种实数编码交叉操作的两两探测区域进行了定量对比分析,给出两两搜索区域大小比较的解析结果;证明新的交叉操作与相应的原有交叉操作在保有收敛性的同时具有相对的广邻域性,并从理论上分析了遗传算法具有保持群体多样性和较好算法性能的内在原因。更多还原

【Abstract】 The searching region size comparison on six kinds of crossover operations was quantitatively analyzed. The analytic results on the quantitative comparison indicated that the latter crossover operation in each pair had a relatively wide neighborhood than the corresponding original operation. It presented the inherent possible reasons theoretically for maintaining better population diversity and excellent algorithmic performance.更多还原