Analytical evaluation of heuristics performance for the single-level lot-sizing problem for products with constant demand

Analytical evaluation of heuristics performance for the single-level lot-sizing problem for products with constant demand

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Article ID: iaor1998568
Country: Netherlands
Volume: 48
Issue: 2
Start Page Number: 129
End Page Number: 139
Publication Date: Jan 1997
Journal: International Journal of Production Economics
Authors: ,
Keywords: production, heuristics
Abstract:

In this paper we examine the performance of several commonly used heuristics for the single-level lot-sizing problem, for products with stationary demand and cost parameters. A particular combination of demand and cost combination, introduced by Blackburn and Millen, called the lot-sizing index (LSI), is shown to be an excellent predictor of heuristics performance for any finite horizon problem. The importance of the LSI as a performance predictor is established through an analysis of the heuristics objective function and the optimal cost function.

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