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From:PLoS ONE (Vol. 16, Issue 4) Peer-ReviewedDifferential evolution (DE) is favored by scholars for its simplicity and efficiency, but its ability to balance exploration and exploitation needs to be enhanced. In this paper, a hybrid differential evolution with...
From:PLoS ONE (Vol. 16, Issue 2) Peer-ReviewedIn order to improve the performance of differential evolution (DE), this paper proposes a ranking-based hierarchical random mutation in differential evolution (abbreviated as RHRMDE), in which two improvements are...
From:PLoS ONE (Vol. 14, Issue 10) Peer-ReviewedExploration and exploitation are contradictory in differential evolution (DE) algorithm. In order to balance the search behavior between exploitation and exploration better, a novel self-adaptive dual-strategy...
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