A multi‐start threshold accepting algorithm for multiple objective continuous optimization problems
Souhail Dhouib, Aïda Ben Jazia Kharrat, Habib Chabchoub · International Journal for Numerical Methods in Engineering · 2010
Abstract A multi‐start threshold accepting algorithm with an adaptive memory (MS‐TA) is proposed to solve multiple objective continuous optimization problems. The aim of this paper is to find efficiently multiple Pareto‐optimal solutions. Comparisons are carried out with multiple objective taboo search algorithm and genetic algorithm. Experiments on literature problems show that the proposed algorithm is more effective. The presented multi‐start adaptive algorithm improves the best‐known results by a significant margin. Copyright © 2010 John Wiley & Sons, Ltd.