Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction

• Main Authors: Noor H. Awad, Mostafa Z. Ali, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Differential Evolution; Parameter Adaptation
• Online Access: https://hdl.handle.net/10356/139031
• Institution: Nanyang Technological University

Many parameter adaptation methods were proposed for Differential Evolution (DE) algorithm. Although these methods succeed in enhancing the performance of DE when solving a diverse set of optimization problems, locating the optimal solution is still a challenging task in most of these methods for com...