JOURNAL ARTICLE

Particle swarm optimization for traveling salesman problem

Abstract

This paper proposes a new application of particle swarm optimization for traveling salesman problem. We have developed some special methods for solving TSP using PSO. We have also proposed the concept of swap operator and swap sequence, and redefined some operators on the basis of them, in this way the paper has designed a special PSO. The experiments show that it can achieve good results.

Keywords:
Travelling salesman problem Particle swarm optimization Swap (finance) Mathematical optimization Computer science Operator (biology) Multi-swarm optimization Swarm behaviour 2-opt Basis (linear algebra) Mathematics

Metrics

408
Cited By
34.44
FWCI (Field Weighted Citation Impact)
10
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Algorithms and Applications
Physical Sciences →  Engineering →  Control and Systems Engineering
Metaheuristic Optimization Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence
Power Systems and Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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