Models and Algorithm for Stochastic Minimum Weight Dominating Set Problem

来源 :第六届中国智能计算大会 | 被引量 : 0次 | 上传用户:aiyanxiyanxi
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  The minimum weight dominating set problem is a classical optimization problem in graph theory,which has many real applications.In real life,there always exist various kinds of uncertainty,thus it is necessary to take uncertainties into account when studying dominating set.In this paper,the stochastic minimum weight dominating set problem is studied.We propose the concepts of α-minimum weight dominating set and the most minimum weight dominating set.According to the two decision criteria,different types of decision model are formulated.We produce a hybrid intelligent algorithm integrating stochastic simulation with genetic algorithm to solve the proposed models.Finally,numerical experiments are given to illustrate the effectiveness of the algorithm.
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