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调度问题中两类分离约束传播算法的比较及一种改进算法

A Comparison of Two Constraint Propagation Algorithms and an Improved Algorithm for Disjunctive Scheduling Problem
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摘要 约束传播算法是求解约束满足问题的一种重要方法。调度问题是一种特殊的约束满足问题。本文介绍了调度问题中的Edge Finding和Energy Reasoning两种分离约束传播算法,并对它们进行了比较,文中最后给出了一种结合Energy Reasoning的Edge Finding改进算法。 Constraint propagation is a method for solving constraint satisfaction problem (CSP). Scheduling problem can be modeled as a CSP. This paper introduces two constraint propagation algorithms for disjunctive scheduling problem, Edge-Finding and Energy-Reasoning, and compares their propagation ability with some examples. It also gives a hybrid algorithm of Edge-Finding and Energy-Reasoning.
出处 《运筹与管理》 CSCD 2004年第2期25-29,共5页 Operations Research and Management Science
关键词 调度问题 分离约束传播算法 约束传播 Edge-Finding Energy-Reasoning 约束满足 运筹学 人工智能 constraint propagation scheduling problem Edge-Finding Energy-Reasoning
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参考文献6

  • 1Baptiste Philippe. Constraint-Based Scheduling: Applying Constraint Programming to Scheduling Problems [M]. Kluwer Press, 2001.
  • 2Carlier Jacques, Pinson Erie. A Practical Use of Jackson's Preemptive Schedule for Solving the Job-Shop Problem[J ]. Annals of Operations Research, 1990, 26:269-287.
  • 3Baptiste Philippe. Resource Constraint for Preemptive and Non-Preemptive scheduling[D]. France: University of ParisⅣ, 1995.
  • 4Nuijten Wiliam. Job-Shop Scheduling by Constraint Satisfaction[R]. Eindhoven University of Technology, 1993.
  • 5Caseau Yves, Laburthe Francois. Improved CLP Scheduling with Task Intervals[C]. Proceedings of the Eleventh International Conference on Logic Programming, Italy, 1994.
  • 6Baptiste Philippe. A Theoretical and Experimental Comparison of Constraint Propagation Techniques for disjunctive Scheduling[A]. Proceeding of the 14th International Joint Conference on Artificial Intelligence[C]. 1995.

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