Enhancing Differential Evolution With Novel Parameter Control

In this paper, we proposed a novel DE variant named DE-NPC for real parameter single objective optimization. In DE-NPC algorithm, a novel adaptation scheme for the scale factor F is first proposed, which is based on the location information of the population rather than the fitness difference. The a...

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Bibliographic Details
Main Authors: Zhenyu Meng, Yuxin Chen, Xiaoqing Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9031295/