DocumentCode
1634723
Title
Swarm directions embedded in fast evolutionary programming
Author
Wei, Chengiian ; He, Zhenya ; Zhang, Yifeng ; Pei, Wenjiang
Author_Institution
Dept. of Radio Eng., Southeast Univ., Nanjing, China
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1278
Lastpage
1283
Abstract
Evolutionary programming has been applied to many optimization problems. However, on some function optimization problems its convergence rate is slow. In this paper, swarm directions are embedded in fast evolutionary programming. The swarm direction for an individual supplies its place to be mutated. The experimental results show its effectiveness and efficiency
Keywords
artificial life; evolutionary computation; convergence rate; experimental results; fast evolutionary programming; function optimization problems; particle swarm optimization; swarm directions; Automata; Automatic control; Convergence; Genetic mutations; Genetic programming; Helium; Humans; Machine intelligence; Neural networks; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-7282-4
Type
conf
DOI
10.1109/CEC.2002.1004427
Filename
1004427
Link To Document