DocumentCode
3076276
Title
Description Population Migration Algorithm Based on Framework of Swarm Intelligence
Author
Zhang, Weiwei ; Zhou, Yongquan
Author_Institution
Coll. of Math. & Comput. Sci., Guangxi Univ. for Nat., Nanning, China
Volume
2
fYear
2009
fDate
10-11 July 2009
Firstpage
281
Lastpage
284
Abstract
Population migration algorithm is proposed in recent years, it´s a new search algorithm for global optimization that mainly simulates population transition mechanism, so far, and there was no unified framework to describe this algorithm. This paper describes the population migration algorithm based on a given framework of swarm intelligence, it helps to understand the principles of the population migration algorithm, as well as combination with chaos theory, a chaos population migration algorithm is proposed. Finally, a numerical experiment example indicates that the new algorithm is effective and accuracy.
Keywords
chaos; particle swarm optimisation; search problems; chaos theory; description population migration algorithm; global optimization; population transition mechanism; search algorithm; swarm intelligence; Algorithm design and analysis; Artificial intelligence; Biological system modeling; Chaos; Collaboration; Computer science; Educational institutions; Electronic mail; Mathematics; Particle swarm optimization; Swarm intelligence; chaos; framework description; population migration algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering, 2009. ICIE '09. WASE International Conference on
Conference_Location
Taiyuan, Chanxi
Print_ISBN
978-0-7695-3679-8
Type
conf
DOI
10.1109/ICIE.2009.165
Filename
5211416
Link To Document