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
Link To Document :
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