Analog Circuit Design using Genetic Algorithm: Modified
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33030
Analog Circuit Design using Genetic Algorithm: Modified

Authors: Amod P. Vaze

Abstract:

Genetic Algorithm has been used to solve wide range of optimization problems. Some researches conduct on applying Genetic Algorithm to analog circuit design automation. These researches show a better performance due to the nature of Genetic Algorithm. In this paper a modified Genetic Algorithm is applied for analog circuit design automation. The modifications are made to the topology of the circuit. These modifications will lead to a more computationally efficient algorithm.

Keywords: Genetic algorithm, analog circuits, design.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1083651

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2284

References:


[1] John H. Holland, "Genetic Algorithms - Computer programs that evolvein ways that resemble natural selection can solve complex problems eventheir creators do not fully understand," Scientific American, pp. 66-72,July 1992.
[2] Holland, J.H. "Adaptation in natural and artificial systems", Ann Arbor: The University of Michigan Press, 1975.
[3] Goldberg, David E. "Genetic Algorithms in Search, Optimization, and Machine Learning," Addison-Wesley, 1989.
[4] Koza, John R., "Genetic Programming - on the programming of computers by means of natural selection", MIT Press, 1992.
[5] Roberto Menozzi, Aurelio Piazzi and Fabrizio Contini, "Small-Signal Modeling for Microwave FET Linear Circuits Based on a Genetic Algorithm," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, pp. 839-847, Vol. 43, No.10, October 1996.
[6] W. Druiskamp and D. Leenaerts, "Darwin: Analogue Circuit Synthesis Based on Genetic Algorithms," International Journal of Circuit Theory and Applications, Vol 23, 1995, pp.285-296.
[7] J. Stoffels and C. van Reeuwijk, "A design strategy for the synthesis of high-performance instrumentation amplifiers," Delft University of Technology Computational Physics Report Series, Report Number CP- 96-002, 1996.
[8] J. B. Grimbleby, "Automated Synthesis of Active Electronic Networks using Genetic Algorithms," IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, Styrathclyde, September 1997, pp. 103-107
[9] John R. Koza, F. Bennett, D. Andre, M. Keane, and F. Dunlap, "Automated Synthesis of Analog Electrical Circuits by Means of Genetic Programming," IEEE Transactions on Evolutionary Computation, Vol 1, No. 2, July 1997, pp. 109-128
[10] M. Mitchell, An Introduction to Genetic Algorithm, MIT Press, 1996.