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Addressing capacity uncertainty in resource-constrained assignment problems
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DOI：10.1016/j.cor.2004.07.015.png)
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Resource-constrained assignment problems typically assume capacities are known. We focus on the situation when capacities are uncertain. In addition to the well-known generalized assignment problem (GAP) and the assignment problem with side-constraints (APSC), we discuss two other resource-constrained generalizations of the assignment problem. We identify two alternative approaches to utilize deterministic solution strategies while addressing capacity uncertainty, and illustrate how these approaches can be applied to a specific generalization. We also report the performance of these alternatives on a number of random test problems. (c) 2004 Elsevier Ltd. All rights reserved.
Keyword:
assignment problem
generalized assignment problem
resource constraints
capacity uncertainty
approximation
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