"Product Partition" and related problems of scheduling and systems reliability: Computational complexity and approximation
Problem Product Partition differs from the NP-complete problem Partition in that the addition operation is replaced by the multiplication operation. Furthermore it differs from the NP-complete problem Subset Product in that it does not contain the product value B in its input. We prove that problem Product Partition and several of its modifications are NP-complete in the strong sense. Our results imply the strong NP-hardness of a number of scheduling problems with start-time-dependent job processing times and a problem of designing a reliable system with a series-parallel structure. It should be noticed that the strong NP-hardness of the considered optimization problems does not preclude the existence of a fully polynomial time approximation scheme (FPTAS) for them. We present a simple FPTAS for one of these problems.
Year of publication: |
2010
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Authors: | Ng, C.T. ; Barketau, M.S. ; Cheng, T.C.E. ; Kovalyov, Mikhail Y. |
Published in: |
European Journal of Operational Research. - Elsevier, ISSN 0377-2217. - Vol. 207.2010, 2, p. 601-604
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Publisher: |
Elsevier |
Keywords: | Complexity theory Scheduling Subset Product FPTAS Systems reliability |
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