HILL-CLIMBING, SIMULATED ANNEALING AND THE STEINER PROBLEM IN GRAPHS

HILL-CLIMBING, SIMULATED ANNEALING AND THE STEINER PROBLEM IN GRAPHS
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DOI:
10.1080/03052159108941063
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发表时间:
1991-02
影响因子:
2.7
通讯作者:
K. Dowsland
K. Dowsland
中科院分区:
工程技术3区
文献类型:
--
作者:
K. Dowsland

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本文考虑局部优化或改进算法在图的Steiner问题上的应用。通过考虑任何斯坦纳树作为一个不相交的联盟的路径,我们表明,它是可以定义一个邻域结构的可行的解决方案,可用于在一个k-opt交换启发式。然后将这些想法扩展到模拟退火方法。计算经验,比较这些新的方法与现有的最好的计算方法之一。
Abstract This paper considers the use of local optimization or improvement heuristics on the Steiner problem in graphs. By considering any Steiner tree as a disjoint union of paths we show it is possible to define a neighbourhood structure on the set of feasible solutions which can be used in a k-opt exchange heuristic. These ideas are then extended to a simulated annealing method. Computational experience, comparing these new methods with one of the best existing heuristics is presented.