Title :
A new method for matrix description of genetic algorithms
Author_Institution :
AST Automotive, STMicroelectronics, Catania
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;
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
DOI :
10.1109/ISCAS.2006.1693050
