Title :
A philosophy illustration of Cultural Algorithm and Particle Swarm Optimization
Author :
Si, Chengyong ; Li, Wenqi ; Wang, Lei ; Wang, Xihuai
Author_Institution :
Coll. of Electron. & Inf. Eng., Tongji Univ., Shanghai, China
Abstract :
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.
Keywords :
artificial intelligence; evolutionary computation; particle swarm optimisation; philosophical aspects; bionics evolutionary algorithm; cultural algorithm; function optimization; particle swarm optimization; philosophy illustration; swarm intelligence; Algorithm design and analysis; Cultural differences; Intelligent control; Logistics; Optimization; Particle swarm optimization; cultural algorithm; function optimization; particle swarm optimization; philosophy;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5555058
