Designing Electronic Circuits by Means of Gene Expression Programming

Designing Electronic Circuits by Means of Gene Expression Programming

This work investigates the application of gene expression programming (GEP) in the field of evolutionary electronics. GEP is a genetic algorithm as it uses populations of individuals, selects them according to fitness, and introduces genetic variation using one or more genetic operators. We propose...

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Bibliographische Detailangaben
Hauptverfasser: Xue-song Yan, Wei Wei, Rui Liu, San-you Zeng, Li-shan Kang
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Biological cells
Circuit synthesis
Computer science
Digital circuits
Electronic circuits
Field programmable gate arrays
Gene expression
Genetic algorithms
Geology
Hardware
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Beschreibung
Zusammenfassung:This work investigates the application of gene expression programming (GEP) in the field of evolutionary electronics. GEP is a genetic algorithm as it uses populations of individuals, selects them according to fitness, and introduces genetic variation using one or more genetic operators. We propose the new means for designing electronic circuits and introduce the encoding of the circuit as a chromosome, the genetic operators and the fitness function. For the case studies this means has proved to be efficient, experiments show that we have better results
DOI:10.1109/AHS.2006.31