Differential Evolution with Level-Based Learning Mechanism

To address complex single objective global optimization problems, a new Level-Based Learning Differential Evolution (LBLDE) is developed in this study. In this approach, the whole population is sorted from the best to the worst at the beginning of each generation. Then, the population is partitioned...

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Bibliographic Details

Published in:	Complex System Modeling and Simulation Vol. 2; no. 1; pp. 35 - 58
Main Authors:	Qiao, Kangjia, Liang, Jing, Qu, Boyang, Yu, Kunjie, Yue, Caitong, Song, Hui
Format:	Journal Article
Language:	English
Published:	Tsinghua University Press 01.03.2022
Subjects:	differential evolution (de) exemplar selection level-based learning parameter adaptation
ISSN:	2096-9929, 2096-9929
Online Access:	Get full text
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