A HYBRID HEURISTIC ALGORITHM FOR THE CLUSTERED TRAVELING SALESMAN PROBLEM

作者: Mário Mestria

DOI: 10.1590/0101-7438.2016.036.01.0113

关键词:

摘要: This paper proposes a hybrid heuristic algorithm, based on the metaheuristics Greedy Randomized Adaptive Search Procedure, Iterated Local and Variable Neighborhood Descent, to solve Clustered Traveling Salesman Problem (CTSP). Hybrid Heuristic algorithm uses several variable neighborhood structures combining intensification (using local search operators) diversification (constructive perturbation routine). In CTSP, vertices are partitioned into clusters all of each cluster have be visited contiguously. The CTSP is 𝒩𝒫-hard since it includes well-known (TSP) as special case. Our compared with three heuristics from literature an exact method. Computational experiments reported for different classes instances. Experimental results show that proposed obtains competitive within reasonable computational time.

参考文章(40)
Michel Gendreau, Jean-Yves Potvin, Gilbert Laporte, HEURISTICS FOR THE CLUSTERED TRAVELING SALESMAN PROBLEM. ,(1994)
Stefan Vo, Thomas Sttzle, Vittorio Maniezzo, Matheuristics: Hybridizing Metaheuristics and Mathematical Programming Springer Publishing Company, Incorporated. ,(2009)
Jean-Yves Potvin, François Guertin, The Clustered Traveling Salesman Problem: A Genetic Approach Springer, Boston, MA. pp. 619- 631 ,(1996) , 10.1007/978-1-4613-1361-8_37
David S. Johnson, Lyle A. McGeoch, Experimental Analysis of Heuristics for the STSP Combinatorial Optimization. pp. 369- 443 ,(2007) , 10.1007/0-306-48213-4_9
Edward W. Felten, Olivier C. Martin, Steve W. Otto, Large-step Markov chains for the Traveling Salesman Problem Complex Systems. ,vol. 5, ,(1991)
D. Alvarez Martínez, R. Alvarez-Valdes, F. Parreño, A GRASP ALGORITHM FOR THE CONTAINER LOADING PROBLEM WITH MULTI-DROP CONSTRAINTS Pesquisa Operacional. ,vol. 35, pp. 1- 24 ,(2015) , 10.1590/0101-7438.2015.035.01.0001
Gilbert Laporte, Jean-Yves Potvin, Florence Quilleret, A tabu search heuristic using genetic diversification for the clustered traveling salesman problem Journal of Heuristics. ,vol. 2, pp. 187- 200 ,(1997) , 10.1007/BF00127356
A Subramanian, M Battarra, An iterated local search algorithm for the Travelling Salesman Problem with Pickups and Deliveries Journal of the Operational Research Society. ,vol. 64, pp. 402- 409 ,(2013) , 10.1057/JORS.2012.24
Chao Ding, Ye Cheng, Miao He, Two-level genetic algorithm for clustered traveling salesman problem with application in large-scale TSPs Tsinghua Science & Technology. ,vol. 12, pp. 459- 465 ,(2007) , 10.1016/S1007-0214(07)70068-8