A penalty-based scaling algorithm for the multi-period multi-product distribution planning problem

被引:0
|
作者
Hosseini, S. Ahmad [1 ,2 ]
Sahin, Guvenc [1 ]
Unluyurt, Tonguc [1 ]
机构
[1] Sabanci Univ, Fac Engn & Nat Sci, Istanbul, Turkey
[2] Umea Univ, Dept Math & Math Stat, Umea, Sweden
关键词
Network flows; distribution planning; nonlinear programming; scaling algorithm; epsilon-optimality; NETWORK; OPTIMIZATION; SYSTEMS;
D O I
10.1080/0305215X.2016.1206474
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Multi-period multi-product distribution planning problems are depicted as multi-commodity network flow problems where parameters may change over time. The corresponding mathematical formulation is presented for a discrete time setting, and it can also be used as an approximation for a continuous time setting. A penalty-based method which employs a cost-scaling approach is developed to solve some auxiliary penalty problems aiming to obtain an optimal solution for the original problem. The experiments on both random instances and case study problems show that the algorithm finds good-quality solutions with reasonable computational effort.
引用
收藏
页码:583 / 596
页数:14
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