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An evolutionary algorithm for resource-constrained project scheduling

delete2002-10-01
delete58
PRE
AI
K
K.S. Hindi *
H
Hongbo Yang
K
Krzysztof Fleszar
DOI:10.1109/TEVC.2002.804914delete
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摘要

摘要

En 中文
The single-mode, single-project, resource-constrained project-scheduling problem is solved by an evolutionary algorithm. The design of this algorithm is presented. Results of a computational study on two sets of benchmark problems, the first consisting of 330 problem instances and the second 2040, are presented. These results show that the proposed algorithm is effective in terms of the number of times it achieves both the best-known solutions and the average error with respect to these solutions, particularly given that the best-known solutions have been compiled from various sources, using a variety of algorithms. Moreover, the computation time requirements are quite modest.
Keyword:
evolutionary computation
resource-constrained scheduling
scheduling

期刊

IEEE Transactions on Evolutionary Computation 封面图
IEEE Transactions on Evolutionary Computation
IF:
12
论文数:
1.8K
被引数:
2.4W

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