Creating Robust Solutions by Means of Evolutionary Algorithms
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Robust optimization by means of vegetative reproduction
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Searching for robust pareto-optimal solutions in multi-objective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
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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.