Adaptive Differential Evolution with Optional External Archive
Adriana Mexicano, Jesus C. Carmona, Nelva N. Almaza, Lilia Garcia, Francisco Arguelles
Digital Signal Processing and Artificial Intelligence for Automatic Learning, Vol. 1, No. 4, 2022.
DOI: https://doi.org/10.6025/dspaial/2022/1/4/146-155
Link: https://www.dline.info/dspai/fulltext/v1n4/v1n4_4.pdf
Abstract:
With the help of the Computer Unified Device Architecture, we have developed the Adaptive Differential Evolution with Optional External Archive, using the Compute Unified Device Architecture. The reason is to bring down the time for the run-time algorithm. We have tested the proposed algorithm with Sphere and presented the organization of the run-time which is reduced. The advantage is the use of voluminous data and the better performance of the results, even not assured in this work.