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时间约束优化问题的解空间压缩方法研究 被引量:1

Research on Solution Space Contraction Method for Temporal Constraint Optimization Problem
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摘要 在对时间约束优化问题的求解中,普通优化方法的计算效率较低。为此,提出一种时间约束优化问题的解空间压缩方法。获得其对偶时间约束网络,结合路径一致性的求解方法,判断可行解的存在性并剔除非可行解。实验结果表明,该方法能有效减少迭代次数,提高计算效率。 In the Temporal Constraint Optimization Problem(TCOP), the general optimization methods are inefficient. So this paper gives an efficient method for solution space contraction of TCOP by setting up a Dual Temporal Constraint Network(DTCN) and the method is a variation of Path Consistency(PC), so the efficient solution space contraction technique enables to discern the existence of feasible solution and eliminates some non-feasible solutions. Experimental results show that this method can reduce the steps of calculation and improve the efficiency of optimization algorithm.
出处 《计算机工程》 CAS CSCD 2012年第14期262-265,共4页 Computer Engineering
关键词 时间约束优化问题 解空间压缩 对偶时间约束网络 简单时间网络 可行解扩展算法 约束变尺度法 Temporal Constraint Optimization Problem(TCOP) solution space contraction Dual Temporal Constraint Network(DTCN) Simple Temporal Network(STN) feasible solution extended algorithm restraint variable-dimension method
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参考文献9

  • 1刘士新,郭哲,唐加福.具有优先关系的累积调度问题的约束传播算法[J].自动化学报,2010,36(4):603-609. 被引量:8
  • 2黄喜,于天飞.基于时间约束网络的项目实施冲突识别算法[J].中国管理科学,2008,16(S1):197-201. 被引量:2
  • 3Andreas F W. Safe Distributed Coordination of Heterogeneous Robots Through Dynamic Simple Temporal Networks[D]. [S. 1.]: MIT Press, 2003. 被引量:1
  • 4Peter J S, Martha E P. Planning with Disjunctive Temporal Constraints[C]//Proc. of the 19th National Conference on Artificial Intelligence. [S. 1.]: IEEE Press, 2004. 被引量:1
  • 5Dechter R, Meiri I, Pearl J. Temporal Constraint Networks[J]. Artificial Intelligence, 1991, 49(1-3): 61-95. 被引量:1
  • 6Xu Lin, Berthe Y C. A New Efficient Algorithm for Solving the Simple Temporal Problem[C]//Proc. of the 10th International Symposium on Temporal Representation and Reasoning and the 4th International Conference on Temporal Logic, [S. l.]: IEEE Press, 2003. 被引量:1
  • 7Amedeo C, Angelo O, Stephen S. A Constraint Based Method for Project Scheduling with Time Windows[J]. Journal of Heuristics, 2002, 8(1): 109-136. 被引量:1
  • 8Mackworth A K, Consistency in Networks of Relations[J]. Artificial Intelligence, 1977, 8(1): 99-118. 被引量:1
  • 9Mackworth A K, Freuder E C. The Complexity of Some Polynomial Network Consistency Algorithms for Constraint Satisfaction Problems[J]. Artificial Intelligence, 1985, 25(1): 65-74. 被引量:1

二级参考文献31

  • 1马国丰,尤建新,杜学美.识别关键冲突任务的定量分析[J].上海交通大学学报,2006,40(4):669-671. 被引量:11
  • 2冯欣,唐立新,王梦光.动态加强CPT解job-shop调度约束满足优化问题[J].系统工程学报,2006,21(6):583-590. 被引量:1
  • 3郭冬芬,李铁克.基于约束满足的车间调度算法综述[J].计算机集成制造系统,2007,13(1):117-125. 被引量:34
  • 4Carlier J, Pinson E. An algorithm for solving the job shop problem. Management Science, 1989, 35(2): 164-176. 被引量:1
  • 5Muth J F, Thompson G L. Industrial Scheduling. New Jersey: Prentice-Hall, 1963. 被引量:1
  • 6Baptiste P, Le Pape C, Nuijten W. Constraint Based Scheduling. Amsterdam: Kluwer, 2001. 被引量:1
  • 7Nuijten W. Time and Resource Constrained Scheduling: A Constraint Satisfaction Approach [Ph.D. dissertation], Eindhoven University of Technology, Eindhoven, Netherlands, 1994. 被引量:1
  • 8Mercier L, Hentenryck P V. Strong polynomiality of resource constraint propagation. Discrete Optimization, 2007, 4(3-4): 288-314. 被引量:1
  • 9Mercier L, Hentenryck P V. Edge finding for cumulative scheduling. Informs Journal on Computing, 2008, 20(1): 143-153. 被引量:1
  • 10Tercinet F, Neron E, Lente C. Energetic reasoning and binpacking problem, for bounding a parallel machine scheduling problem. 4OR: A Quarterly Journal of Operations Research, 2006, 4(4): 297-317. 被引量:1

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