Skip to main navigation Skip to search Skip to main content

Dominance certificates for combinatorial optimization problems

  • Ben-Gurion University of the Negev
  • Rice University

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

1 Scopus citations

Abstract

Heuristic algorithms, such as simulated annealing, are widely used in practice to solve combinatorial optimization problems. However, they offer no guarantees regarding the quality of the provided solution. An f(I) combinatorial dominance guarantee is a certificate that a solution is not worse than at least f(I) solutions for a particular problem instance I. In this paper, we introduce simple but general techniques for awarding combinatorial dominance certificates to arbitrary solutions of various optimization problems. We demonstrate these techniques by applying them to the Traveling Salesman and Maximum Satisfiability problems, and briefly experiment their usability.

Original languageEnglish
Title of host publicationSpringer Optimization and Its Applications
PublisherSpringer International Publishing
Pages107-122
Number of pages16
DOIs
StatePublished - 2018

Publication series

NameSpringer Optimization and Its Applications
Volume139
ISSN (Print)1931-6828
ISSN (Electronic)1931-6836

Fingerprint

Dive into the research topics of 'Dominance certificates for combinatorial optimization problems'. Together they form a unique fingerprint.

Cite this