DocumentCode
2539431
Title
A new method for matrix description of genetic algorithms
Author
Porto, Domenico
Author_Institution
AST Automotive, STMicroelectronics, Catania
fYear
2006
fDate
21-24 May 2006
Lastpage
2180
Abstract
In this paper, a new method providing an efficient simulation of genetic algorithms through an alternative description of them is introduced. It is based on the representation of each step of the algorithm by means of suitable matrix operations, where each matrix depends basically from population size and from initial parameters settings. The algorithm is therefore rewritten as an autonomous nonlinear discrete system
Keywords
discrete systems; genetic algorithms; matrix algebra; nonlinear systems; autonomous nonlinear discrete system; genetic algorithms; matrix description method; Adaptive control; Automotive engineering; Biological cells; Control systems; Convergence; Flowcharts; Genetic algorithms; Genetic mutations; Hardware; Matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location
Island of Kos
Print_ISBN
0-7803-9389-9
Type
conf
DOI
10.1109/ISCAS.2006.1693050
Filename
1693050
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