Title :
Designing Electronic Circuits by Means of Gene Expression Programming
Author :
Yan, Xue-song ; Wei, Wei ; Liu, Rui ; Zeng, San-you ; Kang, Li-shan
Author_Institution :
Dept. of Comput. Sci. & Technol., Univ. of Geosciences
Abstract :
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
Keywords :
genetic algorithms; logic design; electronic circuit design; evolutionary electronics; fitness function; gene expression programming; genetic algorithm; genetic operator; Biological cells; Circuit synthesis; Computer science; Digital circuits; Electronic circuits; Field programmable gate arrays; Gene expression; Genetic algorithms; Geology; Hardware;
Conference_Titel :
Adaptive Hardware and Systems, 2006. AHS 2006. First NASA/ESA Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7695-2614-4
DOI :
10.1109/AHS.2006.31
