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Differential evolution with thresheld convergence

Bolufé-Röhler, Antonio; Estévez-Velarde, Suilan; Piad-Morffis, Alejandro; Chen, Stephen; Montgomery, James

Description

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]

CollectionsANU Research Publications
Date published: 2013
Type: Conference paper
URI: http://hdl.handle.net/1885/9934
Source: 2013 IEEE Congress on Evolutionary Computation
DOI: 10.1109/CEC.2013.6557551

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