DocumentCode
397585
Title
Exact schema theorem based on the space of schema
Author
Haijun, Yang ; MinQiang, Li ; Jisong, Kou
Author_Institution
Inst. of Syst. Eng., Tianjin Univ., China
Volume
1
fYear
2003
fDate
5-8 Oct. 2003
Firstpage
349
Abstract
Holland´s schema theorem has several limitations. The first is that it is not an exact equation, and the second is that it only considers schemata as individuals in GA´s population. This paper will try to make some novel extensions to overcome these limitations. In the paper, we formulate an exact schema equation based on schema space, and our results are similar to the conclusions of Stephens et al., but they have novel expressions and a larger degree of coarse graining.
Keywords
genetic algorithms; Holland; coarse graining; genetic algorithm; schema equation; schema space; schema theorem; Biological cells; Differential equations; Erbium; Genetic algorithms; Genetic programming; Predictive models; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2003. IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-7952-7
Type
conf
DOI
10.1109/ICSMC.2003.1243840
Filename
1243840
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