Title
A Hybrid Diploid Genetic Based Algorithm For Solving The Generalized Traveling Salesman Problem
Abstract
In this paper, we are addressing the generalized traveling salesman problem, denoted by GTSP, which is a variant of the classical traveling salesman problem (TSP). The GTSP is characterized by the fact that the vertices of the graph are partitioned into a given number of clusters and we are looking for the minimum cost tour that visits exactly one vertex from each cluster. The goal of this paper is to present a novel method for solving the GTSP, namely a hybrid diploid genetic based algorithm. The preliminary computational results on an often set of benchmark instances show that our proposed approach provides competitive solutions compared to the existing state-of-the-arts methods for solving the GTSP.
Year
DOI
Venue
2017
10.1007/978-3-319-59650-1_13
HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2017
Field
DocType
Volume
Bottleneck traveling salesman problem,Particle swarm optimization,Graph,Mathematical optimization,Vertex (geometry),Computer science,Algorithm,Greedy algorithm,Travelling salesman problem,2-opt,Genetic algorithm
Conference
10334
ISSN
Citations 
PageRank 
0302-9743
3
0.41
References 
Authors
17
3
Name
Order
Citations
PageRank
Petrica C. Pop118327.86
Oliviu Matei24311.15
C. Sabo3192.50