A note on a new greedy-solution representation and a new greedy parallelizable heuristic for the traveling salesman problem

Citation
A. Likas et Vt. Paschos, A note on a new greedy-solution representation and a new greedy parallelizable heuristic for the traveling salesman problem, CHAOS SOL F, 13(1), 2002, pp. 71-78
Citations number
10
Categorie Soggetti
Multidisciplinary
Journal title
CHAOS SOLITONS & FRACTALS
ISSN journal
09600779 → ACNP
Volume
13
Issue
1
Year of publication
2002
Pages
71 - 78
Database
ISI
SICI code
0960-0779(200201)13:1<71:ANOANG>2.0.ZU;2-T
Abstract
A new approach is presented to the traveling salesman problem (TSP) relying on a novel greedy representation of the solution space and leading to a di fferent definition of neighborhood structures required in many local and ra ndom search approaches. Accordingly, a parallelizable search strategy is pr oposed based upon local search with random restarts that exploits the chara cteristics of the representation. Preliminary experimental results on sever al sets of test problems, among which very well-known benchmarks, show that the representation developed, matched with the search strategy proposed, a ttains high quality near-optimal solutions in moderate execution times. (C) 2001 Elsevier Science Ltd. All rights reserved.