ISDE+ — an indicator for multi and many-objective optimization

• Main Authors: Pamulapati, Trinadh, Mallipeddi, Rammohan, Suganthan, Ponnuthurai Nagaratnam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Indicator-based; Many-objective
• Online Access: https://hdl.handle.net/10356/139617
• Institution: Nanyang Technological University

In this letter, an efficient indicator for multi and many-objective optimization is proposed. The proposed indicator (ISDE+) is a combination of sum of objectives and shift-based density estimation and benefits from their ability to promote convergence and diversity, respectively. An evolutionary mu...