DocumentCode
296206
Title
Gene pool recombination and utilization of covariances for the Breeder Genetic Algorithm
Author
Voigt, Hans-Michael ; Muhlenbein, Heinz
Volume
1
fYear
1995
fDate
Nov. 29 1995-Dec. 1 1995
Firstpage
172
Abstract
New recombination operators based on fuzzy and gene pool recombination are introduced for continuous genes. The performance of the operators is analyzed by means of the equation describing the response to selection. The operators are evaluated according to a new design criterion; maximizing the produce of heritability and standard deviation. By means of a transformation to Eigenspace unimodal functions having arbitrary shaped level sets can be optimized. A prediction model based on the response to selection equation is derived which shows good agreement with the experimental results
Keywords
Computer science; Equations; Gaussian distribution; Genetic algorithms; Genetic mutations; Level set; Performance analysis; Predictive models; System analysis and design;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 1995., IEEE International Conference on
Conference_Location
Perth, WA, Australia
Print_ISBN
0-7803-2759-4
Type
conf
DOI
10.1109/ICEC.1995.489139
Filename
489139
Link To Document