Iterative functional modification method for solving a transportation problem

Iterative functional modification method for solving a transportation problem

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Article ID: iaor2012203
Volume: 73
Issue: 1
Start Page Number: 134
End Page Number: 143
Publication Date: Jan 2012
Journal: Automation and Remote Control
Authors: ,
Keywords: combinatorial optimization, heuristics
Abstract:

We propose a new method for solving transportation problems based on decomposing the original problem into a number of two‐dimensional optimization problems. Since the solution procedure is integer‐valued and monotonic in the objective function, the required computation is finite. As a result, we get not only a single optimal solution of the original transportation problem but a system of constraints that can yield all optimal solutions. We give numerical examples that illustrate the constructions of our algorithm.

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