Tutorial - Differential Evolution with Ensembles, Adaptations and Topologies

Ponnuthurai Suganthan,NTU, Singapore ABSTRACT: Differential evolution (DE) is one of the most successful numerical optimization paradigms. Hence, practitioners and junior researchers would be interested in learning this optimization algorithm. DE is also rapidly growing. Hence, a tutorial on DE will be timely and beneficial to many of the CEC 2022 conference attendees. This tutorial will introduce the basics of the DE and then point out some advanced methods for solving diverse numerical optimization problems by using DE.