Optimal procedures for the discrete time/cost trade-off problem in project networks

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Katholieke Universiteit Leuven, Leuven, Belgium [1 ]
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Eur J Oper Res | / 1卷 / 50-68期
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Algorithms - C (programming language) - Computational complexity - Constraint theory - Costs - Dynamic programming - Optimization - Problem solving - Project management - Resource allocation;
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摘要
We describe two algorithms, based on dynamic programming logic, for optimally solving the discrete time/cost trade-off problem (DTCTP) in deterministic activity-on-arc networks of the CPM type, where the duration of each activity is a discrete, nonincreasing function of the amount of a single nonrenewable resource committed to it. The first algorithm is based on a procedure proposed by Bein, Kamburowski and Stallmann for finding the minimal number of reductions necessary to transform a general network to a series-parallel network. The second algorithm minimizes the estimated number of possibilities that need to be considered during the solution procedure. Both procedures have been programmed in C and tested on a large set of representative networks to give a good indication of their performance, and indicate the circumstances in which either algorithm performs best.
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