DocumentCode :
1560861
Title :
Construction methods of basal evolutionary operators of mind evolutionary computation
Author :
He, Xiaojuan ; Zeng, Jianchao
Author_Institution :
Dept. of Math., Taiyuan Heavy Machinery Inst., China
Volume :
3
fYear :
2004
Firstpage :
2193
Abstract :
MEC, Mind Evolutionary Computation presented in Literature has superiority for solving the premature convergence problem of genetic algorithm and no-numerical optimization. The method is a new algorithm, the mature evolutionary operators have not come into being, so the efficiency is lower. For the problem that the characteristics can be discrete, the concept of Information Matrix is introduced, the construction methods of the generic similartaxis and dissimilation operators are given in the paper, the coding method for this kind of problem is solved, the theory becomes more perfect, and the effectiveness is proven through the computing examples.
Keywords :
convergence; encoding; genetic algorithms; mathematical operators; matrix algebra; basal evolutionary operators; coding method; construction methods; genetic algorithm; information matrix; mind evolutionary computation; premature convergence problem; Computational modeling; Computer applications; Computer simulation; Convergence; Evolutionary computation; Genetic algorithms; Machinery; Mathematics; Optimization methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
Type :
conf
DOI :
10.1109/WCICA.2004.1341976
Filename :
1341976
Link To Document :
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