A price-directed heuristic for the economic lot scheduling problem

被引:4
|
作者
Adelman, Daniel [1 ]
Barz, Christiane [2 ]
机构
[1] Univ Chicago, Booth Sch Business, Chicago, IL 60637 USA
[2] Univ Calif Los Angeles, Anderson Sch Management, Los Angeles, CA 90095 USA
关键词
Economic lot scheduling problem; sequence-dependent setups; semi-Markov decision process; approximate dynamic programming; dynamic heuristic; SEQUENCE-DEPENDENT SETUP; SINGLE-MACHINE; MULTIPRODUCT; FEASIBILITY; SIZES; MODEL; ELSP;
D O I
10.1080/0740817X.2014.905733
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The article formulates the well-known economic lot scheduling problem (ELSP) with sequence-dependent setup times and costs as a semi-Markov decision process. Using an affine approximation of the bias function, a semi-infinite linear program is obtained and a lower bound for the minimum average total cost rate is determined. The solution of this problem is directly used in a price-directed, dynamic heuristic to determine a good cyclic schedule. As the state space of the ELSP is non-trivial for the multi-product setting with setup times, the authors further illustrate how a lookahead version of the price-directed, dynamic heuristic can be used to construct and dynamically improve an approximation of the state space. Numerical results show that the resulting heuristic performs competitively with one reported in the literature.
引用
收藏
页码:1343 / 1356
页数:14
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