Evolving agent-based models using complexification approach

• Main Authors: Wagner, Michael, Cai, Wentong, Lees, Michael H., Aydt, Heiko
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/104879; http://hdl.handle.net/10220/20280
• Institution: Nanyang Technological University

This paper focuses on parameter search for multi-agent based models using evolutionary algorithms. Large numbers and variable dimensions of parameters require a search method which can efficiently handle a high dimensional search space. We are proposing the use of complexification as it emulates the...