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
fDate :
6/24/1905 12:00:00 AM
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;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004427
