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• W3135436923 startingPage "569" @default.
• W3135436923 abstract "Recently, the differential evolution (DE) algorithm has been widely used to solve many practical problems. However, DE may suffer from stagnation problems in the iteration process. Thus, we propose an enhancing differential evolution with a rank-up selection, named RUSDE. First, the rank-up individuals in the current population are selected and stored into a new archive; second, a debating mutation strategy is adopted in terms of the updating status of the current population to decide the parent’s selection. Both of the two methods can improve the performance of DE. We conducted numerical experiments based on various functions from CEC 2014, where the results demonstrated excellent performance of this algorithm. Furthermore, this algorithm is applied to the real-world optimization problem of the four-bar linkages, where the results show that the performance of RUSDE is better than other algorithms." @default.
• W3135436923 created "2021-03-15" @default.
• W3135436923 creator A5003850660 @default.
• W3135436923 creator A5075027502 @default.
• W3135436923 date "2021-03-07" @default.
• W3135436923 modified "2023-10-18" @default.
• W3135436923 title "An Enhancing Differential Evolution Algorithm with a Rank-Up Selection: RUSDE" @default.
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• W3135436923 doi "https://doi.org/10.3390/math9050569" @default.
• W3135436923 hasPublicationYear "2021" @default.
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