Ensemble strategies for population-based optimization algorithms – a survey

• Main Authors: Wu, Guohua, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Ensemble of Algorithms; No Free Lunch
• Online Access: https://hdl.handle.net/10356/151703
• Institution: Nanyang Technological University

In population-based optimization algorithms (POAs), given an optimization problem, the quality of the solutions depends heavily on the selection of algorithms, strategies and associated parameter combinations, constraint handling method, local search method, surrogate model, niching method, etc. In...