DocumentCode
2732421
Title
A self-adaptive mate selection model for genetic programming
Author
Fry, Rodney ; Smith, Stephen L. ; Tyrrell, Andy M.
Author_Institution
Dept. of Electron., York Univ., UK
Volume
3
fYear
2005
fDate
2-5 Sept. 2005
Firstpage
2707
Abstract
This paper documents new extensions to the selection model in genetic programming, designed to be analogous to the more complex behaviour of selection in natural evolution. Specifically, a negative assortative mating scheme is presented in conjunction with a model of psychological evolution, allowing the mating strategy to change throughout the evolutionary process. Results show that self-adaptive mate selection accelerates evolution for several well known test problems.
Keywords
adaptive systems; evolution (biological); genetic algorithms; genetic programming; natural evolution; negative assortative mating; psychological evolution; self adaptive mate selection model; Acceleration; Animals; Atmospheric modeling; Automatic testing; Biological system modeling; Character generation; Evolution (biology); Genetic programming; Life estimation; Psychology;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN
0-7803-9363-5
Type
conf
DOI
10.1109/CEC.2005.1555034
Filename
1555034
Link To Document