American Institute of Mathematical Sciences

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October  2009, 5(4): 929-950. doi: 10.3934/jimo.2009.5.929

A network simplex algorithm for solving the minimum distribution cost problem

I-Lin Wang 1, and  Shiou-Jie Lin 1,

1. 

Department of Industrial and Information Management, National Cheng Kung University, Tainan, 701, Taiwan, Taiwan

Received  October 2008 Revised  July 2009 Published  August 2009

To model the distillation or decomposition of products in some manufacturing processes, a minimum distribution cost problem (MDCP) for a specialized manufacturing network flow model has been investigated. In an MDCP, a specialized node called a D-node is used to model a distillation process that connects with a single incoming arc and several outgoing arcs. The flow entering a D-node has to be distributed according to a pre-specified ratio associated with each of its outgoing arcs. This proportional relationship between arc flows associated with each D-node complicates the problem and makes the MDCP more difficult to solve than a conventional minimum cost network flow problem. A network simplex algorithm for an uncapacitated MDCP has been outlined in the literature. However, its detailed graphical procedures including the operations to obtain an initial basic feasible solution, to calculate or update the dual variables, and to pivot flows have never been reported. In this paper, we resolve these issues and propose a modified network simplex algorithm including detailed graphical operations in each elementary procedure. Our method not only deals with a capacitated MDCP, but also offers more theoretical insights into the mathematical properties of an MDCP.
Keywords: network simplex algorithm., distribution network, minimum distribution cost flow problem, network optimization, manufacturing network.
Mathematics Subject Classification: Primary: 90B10, 05C85; Secondary: 05C2.
Citation: I-Lin Wang, Shiou-Jie Lin. A network simplex algorithm for solving the minimum distribution cost problem. Journal of Industrial and Management Optimization, 2009, 5 (4) : 929-950. doi: 10.3934/jimo.2009.5.929
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