Title :
Analysis of common genetic operators
Author :
Qingsheng, Ren ; Jin, Zeng ; Zhongxing, Ye
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiaotong Univ., China
Abstract :
In the paper, a selection operator based on fitness proportion, a tournament selection operator, a one-point crossover operator and a bit mutation operator are discussed. By considering both the destruction and reproduction function, the recursive formulae and the limitation performance of these genetic operators are given
Keywords :
genetic algorithms; bit mutation operator; common genetic operators; destruction; fitness proportion; limitation performance; one-point crossover operator; recursive formulae; reproduction; selection operator; tournament selection operator; Algorithm design and analysis; Biological cells; Computer science; Genetic algorithms; Genetic engineering; Genetic mutations; Helium; Mathematics; Random number generation; Stochastic processes;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893425
