Ing. Vojtěch Mrázek

MRÁZEK Vojtěch and VAŠÍČEK Zdeněk. Evolutionary Design of Transistor Level Digital Circuits using Discrete Simulation. In: Genetic Programming, 18th European Conference, EuroGP 2015. Berlin: Springer International Publishing, 2015, pp. 66-77. ISBN 978-3-319-16500-4. Available from: http://dx.doi.org/10.1007/978-3-319-16501-1_6
Publication language:english
Original title:Evolutionary Design of Transistor Level Digital Circuits using Discrete Simulation
Title (cs):Evoluční návrh obvodů na tranzistorové úrovni s využitím diskrétní simulace
Pages:66-77
Proceedings:Genetic Programming, 18th European Conference, EuroGP 2015
Conference:18th European Conference on Genetic Programming
Series:LCNS 9025
Place:Berlin, DE
Year:2015
URL:http://dx.doi.org/10.1007/978-3-319-16501-1_6
ISBN:978-3-319-16500-4
Publisher:Springer International Publishing
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Keywords
Evolutionary design, Transistor-level, Digital circuits, Cartesian genetic programming
Annotation
The objective of the paper is to introduce a new approach to the evolutionary design of digital circuits conducted directly at transistor level. In order to improve the time consuming evaluation of candidate solutions, a discrete event-driven simulator was introduced. The proposed simulator operates on multiple logic levels to achieve reasonable trade-off between performance and precision. A suitable level of abstraction reflecting the behavior of real MOSFET transistors is utilized to minimize the production of incorrectly working circuits. The proposed approach is evaluated in the evolution of basic logic circuits having more than 20 transistors. The goal of the evolutionary algorithm is to design a circuit having the minimal number of transistors and exhibiting the minimal delay. In addition to that, various parameter settings are investigated to increase the successrate of the evolutionary design.
BibTeX:
@INPROCEEDINGS{
   author = {Vojt{\v{e}}ch Mr{\'{a}}zek and Zden{\v{e}}k
	Va{\v{s}}{\'{i}}{\v{c}}ek},
   title = {Evolutionary Design of Transistor Level Digital Circuits
	using Discrete Simulation},
   pages = {66--77},
   booktitle = {Genetic Programming, 18th European Conference, EuroGP 2015},
   series = {LCNS 9025},
   year = {2015},
   location = {Berlin, DE},
   publisher = {Springer International Publishing},
   ISBN = {978-3-319-16500-4},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10774}
}

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