Journal of the ACM · 2020 · 44 citations · 20 references
ComputingComputer ScienceMathematicsAlgorithmsOptimizationApproximation AlgorithmsCombinatorial OptimizationComputational ComplexityInteger ProgrammingTransportation ProblemsGraph RelaxationInteger Programming RelaxationsLinear Programming RelaxationsTraveling Salesman ApproximationTraveling Salesman ProblemTraveling Salesperson ProblemTraveling Salesperson Problem Approximation
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.
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Geometric Algorithms and Combinatorial Optimization
Janny Leung, Martin Grötschel, László Lovász et al. · Journal of the Operational Research Society · 1989 · 450 citations