Escape from solutions stagnation. A Study on Ant System solving TSP

C. Pintea, B. Iantovics, P. Pop, M. Dehmer
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Abstract

Nowadays, routing problems arise in different contexts of distribution of goods, transportation of commodities and people. Routing problems deals with traveling along a given network in an optimal way. One of the major goals in optimization, including optimization of routing problems, is to reduce the time of stagnation by finding an exit state. The current work is a study about the ability of ants to escape from solution stagnation on a particular routing problem, the Traveling Salesman Problem.
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逃避解决方案停滞不前。蚁群系统求解TSP的研究
如今,路线问题出现在货物分配、商品运输和人员运输的不同环境中。路由问题处理的是以最优方式沿给定网络行进的问题。优化(包括路由问题的优化)的主要目标之一是通过找到退出状态来减少停滞时间。目前的工作是研究蚂蚁的能力,以摆脱解决停滞的一个特定的路线问题,旅行商问题。
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