Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation

• Main Authors: Mohamed, Ali Wagdy, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Evolutionary Computation; Global Optimization
• Online Access: https://hdl.handle.net/10356/138543
• Institution: Nanyang Technological University

This paper presents enhanced fitness-adaptive differential evolution algorithm with novel mutation (EFADE) for solving global numerical optimization problems over continuous space. A new triangular mutation operator is introduced. It is based on the convex combination vector of the triplet defined b...