DocumentCode
3208439
Title
Adjacency matrix representation in evolutionary circuit synthesis
Author
Mesquita, A.
Author_Institution
Eletrical Eng. Departament, Fed. Univ. of Rio de Janeiro, Brazil
fYear
2002
fDate
2002
Firstpage
193
Abstract
Summary form only given. An analog circuit synthesis method based on evolutionary circuit techniques is proposed where the chromosome in the genetic algorithm is coded through the use of adjacency matrices. The method assumes that the circuit is described at the behavioral level in order to reduce the simulation time. It is shown that adjacency matrices coding of the chromosome reduces considerably the number of anomalous circuits generated by the genetic algorithm operations. Moreover, the proposed representation enables one to easily implement selection criteria to control the topological properties of the circuit.
Keywords
analogue circuits; encoding; genetic algorithms; matrix algebra; network synthesis; network topology; analog circuit synthesis; chromosome coding; circuit topology; crossover; evolutionary circuit synthesis; genetic algorithm; graph adjacency matrix; mutation; Analog circuits; Biological cells; Circuit simulation; Circuit synthesis; Circuit topology; Genetic algorithms; Genetic engineering; Genetic mutations; Hardware; High level synthesis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
Print_ISBN
0-7695-1709-9
Type
conf
DOI
10.1109/SBRN.2002.1181469
Filename
1181469
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