A least‐squares minimum‐cost network flow algorithm

A least‐squares minimum‐cost network flow algorithm

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Article ID: iaor20116877
Volume: 186
Issue: 1
Start Page Number: 119
End Page Number: 140
Publication Date: Jun 2011
Journal: Annals of Operations Research
Authors: , , , ,
Keywords: primal-dual algorithm, least squares
Abstract:

Node‐arc incidence matrices in network flow problems exhibit several special least‐squares properties. We show how these properties can be leveraged in a least‐squares primal‐dual algorithm for solving minimum‐cost network flow problems quickly. Computational results show that the performance of an upper‐bounded version of the least‐squares minimum‐cost network flow algorithm with a special dual update operation is comparable to CPLEX Network and Dual Optimizers for solving a wide range of minimum‐cost network flow problems.

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