Improved Differential Evolution Algorithm Guided by Best and Worst Positions Exploration Dynamics

The exploration of premium and new locations is regarded as a fundamental function of every evolutionary algorithm. This is achieved using the crossover and mutation stages of the differential evolution (DE) method. A best-and-worst position-guided novel exploration approach for the DE algorithm is...

Full description

Bibliographic Details
Main Authors: Pravesh Kumar, Musrrat Ali
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Biomimetics
Subjects:
Online Access:https://www.mdpi.com/2313-7673/9/2/119