Equivariant Perturbation in Gomory and Johnson’s Infinite Group Problem VII. Inverse Semigroup Theory, Closures, Decomposition of Perturbations

Robert Hildebrand, Matthias Köppe, Yuan Zhou

Research output: Contribution to journalArticlepeer-review

Abstract

In this self-contained paper, we present a theory of the piecewise linear minimal valid functions for the 1-row Gomory–Johnson infinite group problem. The non-extreme minimal valid functions are those that admit effective perturbations. We give a precise description of the space of these perturbations as a direct sum of certain finite- and infinite-dimensional subspaces. The infinite-dimensional subspaces have partial symmetries; to describe them, we develop a theory of inverse semigroups of partial bijections, interacting with the functional equations satisfied by the perturbations. Our paper provides the foundation for grid-free algorithms for the Gomory–Johnson model, in particular for testing extremality of piecewise linear functions whose breakpoints are rational numbers with huge denominators.

Original languageEnglish
Article number16
JournalOpen Journal of Mathematical Optimization
Volume3
DOIs
StatePublished - 2022

Bibliographical note

Publisher Copyright:
© Robert Hildebrand & Matthias Köppe & Yuan Zhou.

ASJC Scopus subject areas

  • Control and Optimization
  • Management Science and Operations Research

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