Bolufé-Röhler, Antonio; Estévez-Velarde, Suilan; Piad-Morffis, Alejandro; Chen, Stephen; Montgomery, James
During the search process of differential evolution (DE), each new solution may represent a new more promising region of the search space (exploration) or a better solution within the current region (exploitation). This concurrent exploitation can interfere with exploration since the identification of a new more promising region depends on finding a (random) solution in that region which is better than its target solution. Ideally, every sampled solution will have the same relative fitness with...[Show more]
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