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快速蚁群算法求解圆排列问题
Quick Ant Colony Algorithm of Solving Circle Permutation Problem
【摘要】 圆排列问题属于NP-完全问题,且蚁群算法已成功地解决了许多组合优化的难题。介绍一种基于蚁群算法求解圆排列问题的算法,并对此算法进行优化,提出一种求解圆排列问题的快速蚁群算法。它大大减少了蚁群算法的搜索时间,有效改善了蚁群算法易于过早地收敛于非最优解的缺陷。仿真实验取得了较好的结果。
【Abstract】 Circle permutation problem is a difficult NP problem.Ant colony algorithm was applied successfully to many hard combinational optimization problems.An ant colony algorithm of solving circle permutation problem is introduced.By optimizing it,a quick ant colony algorithm of solving circle permutation problem is presented.It greatly reduces the searching time of ant colony algorithm.It also effectively ameliorates the disadvantage of easily falling in local best of ant colony algorithm.The simulation results show that the algorithm is more efficient.
【基金】 安徽省教育厅科研资助项目(2006KJ088B,2005KJ056)
- 【文献出处】 计算机技术与发展 ,Computer Technology and Development , 编辑部邮箱 ,2007年08期
- 【分类号】TP301.6
- 【被引频次】7
- 【下载频次】213