Pareto rank learning in multi-objective evolutionary algorithms

• Main Authors: Seah, Chun-Wei, Ong, Yew Soon, Tsang, Ivor Wai-Hung, Jiang, Siwei
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/97348; http://hdl.handle.net/10220/12018
• Institution: Nanyang Technological University

In this paper, the interest is on cases where assessing the goodness of a solution for the problem is costly or hazardous to construct or extremely computationally intensive to compute. We label such category of problems as “expensive” in the present study. In the context of multi-objective evolutio...