A branch-and-cut framework for the consistent traveling salesman problem

作者: Anirudh Subramanyam , Chrysanthos E. Gounaris

DOI: 10.1016/J.EJOR.2015.07.030

关键词: Traveling purchaser problemConsistency (database systems)2-optTime horizonTravelling salesman problemLinear programmingMathematical optimizationBranch and cutMathematicsBottleneck traveling salesman problem

摘要: Abstract We develop an exact solution framework for the Consistent Traveling Salesman Problem. This problem calls identifying minimum-cost set of routes that a single vehicle should follow during multiple time periods planning horizon, in order to provide consistent service given customers. Each customer may require one or and requirement applies at each location requires more than period. corresponds restricting difference between earliest latest arrival-times, across periods, not exceed some allowable limit. present three mixed-integer linear programming formulations this introduce new class valid inequalities strengthen these formulations. The are used conjunction with traditional traveling salesman branch-and-cut framework. test our on comprehensive benchmark instances, which we compiled by extending instances from well-known TSPLIB library into show up 50 customers, requiring over 5-period can be solved guaranteed optimality. Our computational experience suggests enforcing arrival-time consistency multi-period setting achieved merely small increase total routing costs.

参考文章(38)
David L. Applegate, William J. Cook, Vasek Chvatal, Robert E. Bixby, The Traveling Salesman Problem: A Computational Study (Princeton Series in Applied Mathematics) Princeton University Press. ,(2007)
Adam N. Letchford, Gerhard Reinelt, Dirk Oliver Theis, A faster exact separation algorithm for blossom inequalities integer programming and combinatorial optimization. pp. 196- 205 ,(2004) , 10.1007/978-3-540-25960-2_15
Matteo Fischetti, Andrea Lodi, Paolo Toth, Exact Methods for the Asymmetric Traveling Salesman Problem Combinatorial Optimization. pp. 169- 205 ,(2007) , 10.1007/0-306-48213-4_4
Francesco Maffioli, Anna Sciomachen, A mixed-integer model for solving ordering problems with side constraints Annals of Operations Research. ,vol. 69, pp. 277- 297 ,(1997) , 10.1023/A:1018989130169
Stephen C. Graves, Bezalel Gavish, The Travelling Salesman Problem and Related Problems Massachusetts Institute of Technology, Operations Research Center. ,(1978)
Zhixing Luo, Hu Qin, ChanHou Che, Andrew Lim, On service consistency in multi-period vehicle routing European Journal of Operational Research. ,vol. 243, pp. 731- 744 ,(2015) , 10.1016/J.EJOR.2014.12.019
Martin Desrochers, Gilbert Laporte, Improvements and extensions to the Miller-Tucker-Zemlin subtour elimination constraints Operations Research Letters. ,vol. 10, pp. 27- 36 ,(1991) , 10.1016/0167-6377(91)90083-2
Norbert Ascheuer, Matteo Fischetti, Martin Grötschel, Solving the Asymmetric Travelling Salesman Problem with time windows by branch-and-cut Mathematical Programming. ,vol. 90, pp. 475- 506 ,(2001) , 10.1007/PL00011432
Matteo Fischetti, Facets of the Asymmetric Traveling Salesman Polytope Mathematics of Operations Research. ,vol. 16, pp. 42- 56 ,(1991) , 10.1287/MOOR.16.1.42