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In this letter, an adaptive Cuckoo Search with a parameter adjustment mechanism of each search point by using parameters of the search points variously and ranking of search points is proposed. The neighborhood area of the search point of the proposed method differs depending on its ranking. The search performance of the proposed method is verified through numerical simulations for typical benchmark...
Recently, the development of high-performance metaheuristics has become an important subject. In this study, an adaptive Cuckoo Search based on ranking of search point is proposed. This study aims to improve the performance of Cuckoo Search by adjusting the parameter β to allow search points with good evaluation value to search nearby and those with poor evaluation value to search far away. Finally,...
In this paper, we focus on Cuckoo Search (CS) that is one of metaheuristics, and propose an adaptive CS to improve its search performance and usability. First, we analyze basically and qualitatively the effects of CS's parameter on its search dynamics. Second, from the analysis results, we define an indicator that evaluates the search state of CS based on the effective metaheuristics strategy. Moreover,...
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