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A Constant-factor Approximation Algorithm for the Asymmetric Traveling Salesman Problem

Ola Svensson, Jakub Tarnawski, László A. Végh

2020Journal of the ACM44 citationsDOIOpen Access PDF

Abstract

We give a constant-factor approximation algorithm for the asymmetric traveling salesman problem (ATSP). Our approximation guarantee is analyzed with respect to the standard LP relaxation, and thus our result confirms the conjectured constant integrality gap of that relaxation. The main idea of our approach is a reduction to Subtour Partition Cover, an easier problem obtained by significantly relaxing the general connectivity requirements into local connectivity conditions. We first show that any algorithm for Subtour Partition Cover can be turned into an algorithm for ATSP while only losing a small constant factor in the performance guarantee. Next, we present a reduction from general ATSP instances to structured instances, on which we then solve Subtour Partition Cover, yielding our constant-factor approximation algorithm for ATSP.

Topics & Concepts

Travelling salesman problemPartition (number theory)Constant (computer programming)Linear programming relaxationApproximation algorithmChristofides algorithmRelaxation (psychology)Cover (algebra)MathematicsBottleneck traveling salesman problemPartition problemMathematical optimizationAlgorithmComputer scienceCombinatoricsLinear programmingProgramming languageSocial psychologyEngineeringMechanical engineeringPsychologyVehicle Routing Optimization MethodsOptimization and Search ProblemsAdvanced Graph Theory Research
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