最小路由开销生成树问题的一种新启发式算法

Alok Singh
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引用次数: 12

摘要

给定一个连通的、加权的、无向的图,最小路由代价生成树问题在这个图上寻找一个最小路由代价的生成树,其中路由代价定义为连接生成树中两个不同顶点的所有路径的代价之和。本文提出了一种基于摄动的局部搜索方法。我们将我们的方法与文献中报道的三种方法进行了比较-两种遗传算法和随机爬山者。计算结果表明了该方法的有效性。
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A New Heuristic for the Minimum Routing Cost Spanning Tree Problem
Given a connected, weighted, and undirected graph, the minimum routing cost spanning tree problem seeks on this graph a spanning tree of minimum routing cost, where routing cost is defined as the sum of the costs of all the paths connecting two distinct vertices in a spanning tree. In this paper we have proposed a perturbation based local search for this problem. We have compared our approach against three methods reported in the literature - two genetic algorithms and a stochastic hill climber.Computational results show the effectiveness of our approach.
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