A philosophy illustration of Cultural Algorithm and Particle Swarm Optimization
Chengyong Si, Wenqi Li, Lei Wang, Xihuai Wang · 2010
Swarm intelligence algorithm as a new bionics evolutionary algorithm has attracted many researchers' attention for its simplicity, efficiency and easy realization. This paper tries to explain the basic principle of Cultural Algorithm and Particle Swarm Optimization from the standpoint of philosophy, and later some examples of function optimization are used to illustrate it, which provides a new way for the research of swarm intelligence algorithm.