Constraint-directed techniques for scheduling alternative activities

被引:44
作者
Beck, JC
Fox, MS
机构
[1] ILOG SA, F-94253 Gentilly, France
[2] Univ Toronto, Dept Mech & Ind Engn, Toronto, ON M5S 3G9, Canada
关键词
scheduling; heuristic search; constraints; problem structure; alternative activities;
D O I
10.1016/S0004-3702(00)00035-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we expand the scope of constraint-directed scheduling techniques to deal with the case where the scheduling problem includes alternative activities. That is, not only does the scheduling problem consist of determining when an activity is to execute, but also determining which set of alternative activities is to execute at all. Such problems encompass both alternative resource problems and alternative process plan problems. We formulate a constraint-based representation of alternative activities to model problems containing such choices. We then extend existing constraint-directed scheduling heuristic commitment techniques and propagators to reason directly about the fact that an activity does not necessarily have to exist in a final schedule. Experimental results show that an algorithm using a novel texture-based heuristic commitment technique together with extended edge-finding propagators achieves the best overall performance of the techniques tested. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:211 / 250
页数:40
相关论文
共 44 条
  • [1] [Anonymous], 1997, CONSTRAINEDNESS PHAS
  • [2] [Anonymous], 1979, Computers and Intractablity: A Guide to the Theoryof NP-Completeness
  • [3] BAPTISTE P, 1995, P 1 JOINT WORKSH ART
  • [4] Beck J. C., 1998, Journal of Scheduling, V1, P89, DOI 10.1002/(SICI)1099-1425(199808)1:2<89::AID-JOS9>3.0.CO
  • [5] 2-H
  • [6] Dynamic problem structure analysis as a basis for constraint-directed scheduling heuristics
    Beck, JC
    Fox, MS
    [J]. ARTIFICIAL INTELLIGENCE, 2000, 117 (01) : 31 - 81
  • [7] BECK JC, 1999, THESIS U TORONTO
  • [8] BECK JC, IN PRESS CONSTRAINTS
  • [9] BECK JC, 1997, P AAAI 97 PROV RI
  • [10] Brucker P, 1996, OR SPEKTRUM, V18, P145, DOI 10.1007/BF01539706