Title :
Rival evolution algorithm based on natural ecological community
Author :
Han, Wang ; Yanyan, Wang ; Hong, Chen ; Qingjia, Wu ; Weichi, Sun
Author_Institution :
Dept. of Comput. Sci. & Eng., Fudan Univ., Shanghai, China
Abstract :
A new genetic algorithm is discussed. We call it the rival evolution algorithm. It isn´t similar to general GAs. In this algorithm we design a new selection method. We use a group of selection strings (or we can call it genomes) to take the place of the general selection operator. The theory of this is based on the rule of the natural ecological community. We discuss the performance of this algorithm in detail and we compare the performance of it with the other general GAs
Keywords :
convergence; genetic algorithms; genomes; natural ecological community; rival evolution algorithm; selection method; selection strings; Algorithm design and analysis; Bioinformatics; Computer science; Constraint optimization; Genetic algorithms; Genetic engineering; Genomics; Job shop scheduling; Sun; Wheels;
Conference_Titel :
Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on
Conference_Location :
Beijing
Print_ISBN :
0-7803-7010-4
DOI :
10.1109/ICII.2001.983839
