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文章基本信息

  • 标题:An Extensive Evaluation of Portfolio Approaches for Constraint Satisfaction Problems
  • 作者:Roberto Amadini ; Maurizio Gabbrielli ; Jacopo Mauro
  • 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:3
  • 页码:81-86
  • DOI:10.9781/ijimai.2016.3713
  • 出版社:ImaI-Software
  • 摘要:In the context of Constraint Programming, a portfolio approach exploits the complementary strengths of a portfolio of different constraint solvers. The goal is to predict and run the best solver(s) of the portfolio for solving a new, unseen problem. In this work we reproduce, simulate, and evaluate the performance of different portfolio approaches on extensive benchmarks of Constraint Satisfaction Problems. Empirical results clearly show the benefits of portfolio solvers in terms of both solved instances and solving time.
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