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A Characterization of Irreducible Infeasible Subsystems in Flow Networks

Imke Joormann (i.joormann***at***tu-braunschweig.de)
James B. Orlin (jorlin***at***mit.edu)
Marc E. Pfetsch (pfetsch***at***mathematik.tu-darmstadt.de)

Abstract: Infeasible network flow problems with supplies and demands can be characterized via violated cut-inequalities of the classical Gale-Hoffman theorem. Written as a linear program, irreducible infeasible subsystems (IISs) provide a different means of infeasibility characterization. In this article, we answer a question left open in the literature, by showing a one-to-one correspondence between IISs and Gale-Hoffman-inequalities in which one side of the cut has to be weakly connected. We also give a polynomial-time algorithm that computes some IIS using a single max-flow computation and show strong NP-hardness of finding an IIS of minimal cardinality in this special case.

Keywords: network flow problem, infeasibility, flow cut, IIS, Gale-Hoffman theorem, NP-hardness

Category 1: Network Optimization

Category 2: Combinatorial Optimization (Polyhedra )

Citation:

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Entry Submitted: 03/17/2014
Entry Accepted: 03/17/2014
Entry Last Modified: 07/12/2016

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