Revolutionizing multi-objective interval traveling salesperson problem: A novel approach with interval arithmetic

Author:

Mathavan N.1,Ramesh G.1

Affiliation:

1. Department of Mathematics, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamilnadu, India

Abstract

A groundbreaking study employs interval arithmetic to address the challenging multi-objective interval traveling salesperson problem. Customizing methods like a nearest neighbor, branch and bound, two-way heuristics, and dynamic programming effectively resolve this complex problem. Preserving interval values without the need for classical form conversion is a significant advantage. Researchers validated this approach through extensive experiments, consistently demonstrating superior outcomes compared to existing methods. These algorithmic approaches were optimized for Python 3.11 64-bit to enhance processing speed and efficiency.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

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5. An efficient genetic algorithm for multi-objective solid travelling salesman problem under fuzziness;Chiranjit Changdar;Swarm and Evolutionary Computation,2014

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