A hybrid Niching-based evolutionary PSO for numerical optimization problems

• Main Authors: Hsieh, Tsung-Jung, Cheng, Chin-Li, Yeh, Wei-Chang
• 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/10356/101104; http://hdl.handle.net/10220/16731
• Institution: Nanyang Technological University

Particle swarm optimization (PSO) is a population-based optimization algorithm which has great potential because of its simplicity and malleability. PSO is a typical global searching heuristic, but there is still an insufficiency in PSO regarding solution exploitation and diversity. In view of this,...