Adaptive Differential Evolution Algorithm Based on Restart Mechanism and Direction Information

Adaptive Differential Evolution Algorithm Based on Restart Mechanism and Direction Information

Differential evolution is a competent algorithm for solving single objective real-parameter optimization problems. In order to enhance the performance of adaptive DE algorithms based on successful parameters, in this paper, a new DE algorithm, called adaptive differential evolution restart and direc...

Full description

Bibliographic Details
Main Authors: Ya-Xuan Zhang, Jin Gou
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Differential evolution
restart mechanism
novel mutation strategy
variable coefficient
descent direction
crossover probability sorting
Online Access:https://ieeexplore.ieee.org/document/8902124/

Internet

https://ieeexplore.ieee.org/document/8902124/

Similar Items