Improving Clonal Colony Optimization to Evolve Robust Solutions
Résumé
In this article we work with a recently introduced metaheuristic for robust optimization, inspired by the structure and behavior of biologic clonal colonies. We propose some improvements to increase their exploration and the exploitation capabilities. Our approach is compared to other robust optimization techniques, focusing in how the population is managed during the search.