Title
On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem
Abstract
This paper discusses a new hybrid solution method for a bi-objective routing problem, namely the bi-objective ring star problem. The bi-objective ring star problem is a generalization of the ring star problem in which the assignment cost has been dissociated from the cost of visiting a subset of nodes. Here, we investigate the possible contribution of incorporating specialized TSP heuristics into a multi-objective evolutionary algorithm. Experiments show that the use of this hybridization scheme allows a strict improvement of the generated sets of non-dominated solutions.
Year
DOI
Venue
2008
10.1007/978-3-540-88439-2_9
Hybrid Metaheuristics
Keywords
Field
DocType
non-dominated solution,specialized tsp heuristics,ring star problem,new hybrid solution method,multi-objective evolutionary algorithm,assignment cost,tsp heuristic,bi-objective ring star problem,possible contribution,hybridization scheme,bi-objective routing problem
Heuristic,Mathematical optimization,Evolutionary algorithm,Travelling salesman problem,Heuristics,Mathematics
Conference
Volume
ISSN
Citations 
5296
0302-9743
4
PageRank 
References 
Authors
0.42
19
4
Name
Order
Citations
PageRank
Arnaud Liefooghe141639.20
Laetitia Jourdan256344.24
Nicolas Jozefowiez334821.58
El-Ghazali Talbi42186179.85