A novel ensemble estimation of distribution algorithm with distribution modification strategies

A novel ensemble estimation of distribution algorithm with distribution modification strategies

Abstract The canonical estimation of distribution algorithm (EDA) easily falls into a local optimum with an ill-shaped population distribution, which leads to weak convergence performance and less stability when solving global optimization problems. To overcome this defect, we explore a novel EDA va...

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Bibliographic Details
Main Authors: Xiaofei Wang, Yintong Li, Yajun Liang, Bi Wu, Yongbo Xuan
Format: Article
Language:English
Published: Springer 2023-03-01
Series:Complex & Intelligent Systems
Subjects:
Estimation of distribution algorithm
CEC 2014
CEC 2018
Numerical optimization
Online Access:https://doi.org/10.1007/s40747-023-00975-y

Internet

https://doi.org/10.1007/s40747-023-00975-y

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