Source codes
Maha Elarbi, Slim Bechikh, Lamjed Ben Said, “On the Importance of Isolated Infeasible Solutions in the Many-objective Contrained NSGA-III”, Submitted to a journal, 2017. Related source code (written in Java): CLICK HERE.
Maha Elarbi, Slim Bechikh, Abhishek Gupta, Lamjed Ben Said, Yew-Soon Ong, “A New Decomposition-based NSGA-II for Many-objective Optimization”, IEEE Transactions on Systems, Man, and Cybernetics: Systems, accepted (DOI: 10.1109/TSMC.2017.2654301), 2017. Related source code (written in Java): CLICK HERE.
Slim Bechikh, Abir Chaabani, Lamjed Ben Said, “An Efficient Chemical Reaction Optimization Algorithm for Multi-objective Optimization”, IEEE Transactions on Cybernetics, vol. 45, no. 10, pp. 2051–2064, 2015. Related source code (written in Java): CLICK HERE. Q-NDSA (Quick Non-Dominated Sorting Algorithm): Source code (written in Java): CLICK HERE.
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said, “A Dynamic Multi-objective Evolutionary Algorithm using a Change Severity-based Adaptive Population Management Strategy”, Soft Computing – A Fusion of Foundations, Methodologies, and Applications, vol. 21, no. 4, pp. 885–906, 2017. Related source code (written in MATLAB): CLICK HERE.
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said, “A Multiple Reference Point-based Evolutionary Algorithm for Dynamic Multi-objective Optimization with Undetectable Changes”, in Proc. 2014 IEEE Congress on Evolutionary Computation (IEEE CEC’14), pp. 3168–3175, IEEE Press, Beijing, China, 2014. Related source code (written in MATLAB): CLICK HERE.