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  • 标题:Exact Phase Transitions in Random Constraint Satisfaction Problems
  • 本地全文:下载
  • 作者:K. Xu ; W. Li
  • 期刊名称:Journal of Artificial Intelligence Research
  • 印刷版ISSN:1076-9757
  • 出版年度:2000
  • 卷号:12
  • 页码:93-103
  • 出版社:American Association of Artificial
  • 摘要:In this paper we propose a new type of random CSP model, called Model RB, which is a revision to the standard Model B. It is proved that phase transitions from a region where almost all problems are satisfiable to a region where almost all problems are unsatisfiable do exist for Model RB as the number of variables approaches infinity. Moreover, the critical values at which the phase transitions occur are also known exactly. By relating the hardness of Model RB to Model B, it is shown that there exist a lot of hard instances in Model RB.
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