The Importance of Diversity in the Variable Space in the Design of Multi-Objective Evolutionary Algorithms

Open Webpage

Carlos Segura, Joel Chacón Castillo, Oliver Schütze

Published: 01 Jan 2023, Last Modified: 13 May 2025Appl. Soft Comput. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•New design principles for Multi-Objective Evolutionary Algorithms.•Improved balance between exploration and intensification.•Improvement of long-term performance.•Premature convergence avoidance in Multi-Objective Evolutionary Algorithms.