Constraint propagation is an elementary method for reducing the search space of combinatorial search and optimization problems which has become more and more important in the last decades. The basic idea of constraint propagation is to detect and remove inconsistent variable assignments that cannot
Constraint-directed techniques for scheduling alternative activities
β Scribed by J.Christopher Beck; Mark S. Fox
- Publisher
- Elsevier Science
- Year
- 2000
- Tongue
- English
- Weight
- 367 KB
- Volume
- 121
- Category
- Article
- ISSN
- 0004-3702
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β¦ Synopsis
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 constraintdirected 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.
π SIMILAR VOLUMES
The ODO project is an inquiry into constraint-directed scheduling with the primary motivation of the development of a unified foundation for constraint-directed search techniques. Central to this foundation is the exploitation of the knowledge in the constraint representation, the use of commitment