Study of inheritance and approximation techniques for adaptive multi-objective Particle Swarm Optimization

• Published in: 2015 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO) Vol. 1; pp. 146 - 154
• Main Authors: Bouoni, Ibtissem, Smairi, Nadia, Zidi, Kamel
• Format: Conference Proceeding
• Language: English
• Published: SCITEPRESS 01.07.2015
• Subjects: Approximation algorithms; Approximation methods; Approximation Technique; Complexity theory; Fitness Evaluation; Inheritance Technique; Linear programming; MO-TRIBES; Multi-objective Optimization; Optimization; Particle swarm optimization; Time

In this paper, we propose to introduce inheritance and approximation techniques for the evaluation of the objective function. The main idea of the approaches is to reduce MO-TRIBES complexity. Besides, in our study, we incorporate at the beginning, an inheritance technique then an approximation tech...