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Short-Term Capacity Allocation Problem with Tool and Setup Constraints

By Elif Akçali, Alper Üngör and Reha Uzsoy


Abstract: We consider a short-term capacity allocation problem with tool and setup constraints that arises in the context of operational planning in a semiconductor wafer fabrication facility. The problem is that of allocating the available capacity of parallel nonidentical machines to available work-in-process (WIP) inventory of operations. Each machine can process a subset of the operations and a tool setup is required on a machine to change processing from one operation to another. Both the number of tools available for an operation and the number of setups that can be performed on a machine during a specified time horizon are limited. We formulate this problem as a degree-constrained network flow problem on a bipartite graph, show that the problem is NP-hard, and propose constant factor approximation algorithms. We also develop constructive heuristics and a greedy randomized adaptive search procedure for the problem. Our computational experiments demonstrate that our solution procedures solve the problem efficiently, rendering the use of our algorithms in real environment feasible. © 2005 Wiley Periodicals, Inc. Naval Researc

Topics: network flows, degree constraints, approximation algorithms, heuristics, capacity allocation, semiconductor
Year: 2005
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