Non-parametric particle swarm optimization for global optimization

• Main Authors: Beheshti, Zahra, Shamsuddin, Siti Mariyam
• Format: Article
• Published: Elsevier Ltd. 2015
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/58652/; http://dx.doi.org/10.1016/j.asoc.2014.12.015
• Institution: Universiti Teknologi Malaysia

In recent years, particle swarm optimization (PSO) has extensively applied in various optimization problems because of its simple structure. Although the PSO may find local optima or exhibit slow convergence speed when solving complex multimodal problems. Also, the algorithm requires setting several...