A simple FPTAS for a single-item capacitated economic lot-sizing problem with a monotone cost structure
The single-item capacitated economic lot-sizing (CELS) problem is a fundamental problem of production and inventory management. The first fully polynomial approximation scheme (FPTAS) for this problem with concave cost functions was developed by Van Hoesel and Wagelmans [C.P.M. Van Hoesel, A.P.M. Wagelmans, Fully polynomial approximation schemes for single-item capacitated economic lot-sizing problems, Mathematics of Operations Research 26 (2001) 339-357]. Chubanov et al. [S. Chubanov, M.Y. Kovalyov, E. Pesch, An FPTAS for a single-item capacitated economic lot-sizing problem, Mathematical Programming Series A 106 (2006) 453-466] later presented a sophisticated FPTAS for the general case of the CELS problem with a monotone cost structure. In this paper, we present a better FPTAS for this case. The ideas and presentation of our FPTAS are simple and straightforward. Its running time is about times faster than that of Chubanov et al. [5], where n is the number of production periods and [epsilon] is the anticipated relative error of the approximate solution.
Year of publication: |
2010
|
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Authors: | Ng, C.T. ; Kovalyov, Mikhail Y. ; Cheng, T.C.E. |
Published in: |
European Journal of Operational Research. - Elsevier, ISSN 0377-2217. - Vol. 200.2010, 2, p. 621-624
|
Publisher: |
Elsevier |
Keywords: | Capacitated economic lot-sizing problem Fully polynomial time approximation scheme |
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