Differential Evolution With Adaptive Guiding Mechanism Based on Heuristic Rules

Differential Evolution With Adaptive Guiding Mechanism Based on Heuristic Rules

This paper proposes to resolve the limitation of differential evolution (DE) that the difference between the individuals in search behavior has not yet been utilized effectively for guiding the evolution of the population. An adaptive guiding mechanism (AGM) based on the heuristic rules is thus sugg...

Full description

Bibliographic Details
Main Authors: Yiqiao Cai, Chi Shao, Ying Zhou, Shunkai Fu, Huizhen Zhang, Hui Tian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Differential evolution
adaptive guiding mechanism
heuristic rule
mutation operator
numerical optimization
Online Access:https://ieeexplore.ieee.org/document/8706930/

Internet

https://ieeexplore.ieee.org/document/8706930/

Similar Items