A Branch-and-Cut and MIP-based heuristics for the Prize-Collecting Travelling Salesman Problem
Glaubos Clímaco, Luidi Simonetti, Isabel Rosseti
Abstract
The Prize Collecting Traveling Salesman Problem (PCTSP) represents a generalization of the well-known Traveling Salesman Problem. The PCTSP can be associated with a salesman that collects a prize in each visited city and pays a penalty for each unvisited city, with travel costs among the cities. The objective is to minimize the sum of the costs of the tour and penalties, while collecting a minimum amount of prize. This paper suggests MIP-based heuristics and a branch-and-cut algorithm to solve the PCTSP. Experiments were conducted with instances of the literature, and the results of our methods turned out to be quite satisfactory.
Topics & Concepts
Travelling salesman problemHeuristicsTraveling purchaser problemLin–Kernighan heuristicGeneralizationMathematical optimizationComputer science2-optBottleneck traveling salesman problemMathematicsMathematical analysisVehicle Routing Optimization MethodsTransportation and Mobility InnovationsOptimization and Search Problems