DocumentCode
1703730
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
fYear
2010
Firstpage
350
Lastpage
355
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5555058
Filename
5555058
Link To Document