A capacitated multi-commodity network design problem: A solution method for finding a lower bound using valid inequalities

A capacitated multi-commodity network design problem: A solution method for finding a lower bound using valid inequalities

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Article ID: iaor1995342
Country: Japan
Volume: 44
Issue: 3
Start Page Number: 164
End Page Number: 175
Publication Date: Aug 1993
Journal: Journal of Japan Industrial Management Association
Authors: ,
Keywords: communications, optimization
Abstract:

Network design problems with multi-commodities and capacitated links, such as communication networks, road networks, transportation networks and so on, are often experienced. They are translated so-called capacitated multi-commodity network design problems. The authors present a new solution method for finding a lower bound of the capacitated multi-commodity network design problem. A lower bound is used for branch and bound solution methods and for the guarantee of heuristic solution precision. The present new lower bound solution method consists; (1) finding cutset constraints from cutsets on the network; (2) finding cutting plains derived from cutset constraints; (3) approximately finding dual solutions of the problem with cutting planes. Numerical examples are given to illustrate efficiency of the solution method. [In Japanese.]

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