JOURNAL ARTICLE

Dhouib-Matrix-TSP1 Method to Optimize Octagonal Fuzzy Travelling Salesman Problem Using α-Cut Technique

Mariem MilediSouhail DhouibTaïcir Loukil

Year: 2021 Journal:   International Journal of Computer and Information Technology(2279-0764) Vol: 10 (3)

Abstract

This paper proposes the optimization of the fuzzy travel salesman problem by using the α-Cut technique as a ranking function and the Dhouib-Matrix-TSP1 as an approximation method. This method is enhanced by the standard deviation metric and obtains a minimal tour in fuzzy environment where all parameters are octagonal fuzzy numbers. Fuzzy numbers are converted into a crisp number thanks to the ranking function α-Cut. The proposed approach in details is discussed and illustrated by a numerical example. This method helps in designing successfully the tour to a salesman on navigation through the distance matrix so that it minimizes the total fuzzy distance.

Keywords:
Travelling salesman problem Mathematical optimization Fuzzy logic Fuzzy number Matrix (chemical analysis) Ranking (information retrieval) Mathematics Metric (unit) Fuzzy transportation 2-opt Function (biology) Computer science Algorithm Fuzzy set Artificial intelligence Engineering

Metrics

11
Cited By
1.46
FWCI (Field Weighted Citation Impact)
20
Refs
0.82
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
Vehicle Routing Optimization Methods
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Multi-Criteria Decision Making
Social Sciences →  Decision Sciences →  Management Science and Operations Research

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