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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1243840