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文章基本信息

  • 标题:Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach
  • 作者:Khalid Haddouch ; Karim Elmoutaoukil ; Mohamed Ettaouil
  • 期刊名称:International Journal of Interactive Multimedia and Artificial Intelligence
  • 印刷版ISSN:1989-1660
  • 出版年度:2016
  • 卷号:4
  • 页码:56-60
  • DOI:10.9781/ijimai.2016.4112
  • 出版社:ImaI-Software
  • 摘要:A wide variety of real world optimization problems can be modelled as Weighted Constraint Satisfaction Problems (WCSPs). In this paper, we model this problem in terms of in original 0-1 quadratic programming subject to leaner constraints. View it performance, we use the continuous Hopfield network to solve the obtained model basing on original energy function. To validate our model, we solve several instance of benchmarking WCSP. In this regard, our approach recognizes the optimal solution of the said instances.
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