Evolutionary Design of Transistor Level Digital Circuits using Discrete Simulation

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Mrazek:2015:EuroGP,

• author = "Vojtech Mrazek and Zdenek Vasicek",
• title = "Evolutionary Design of Transistor Level Digital Circuits using Discrete Simulation",
• booktitle = "18th European Conference on Genetic Programming",
• year = "2015",
• editor = "Penousal Machado and Malcolm I. Heywood and James McDermott and Mauro Castelli and Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim",
• series = "LNCS",
• volume = "9025",
• publisher = "Springer",
• pages = "66--77",
• address = "Copenhagen",
• month = "8-10 " # apr,
• organisation = "EvoStar",
• keywords = "genetic algorithms, genetic programming, Cartesian genetic programming, EHW, Evolutionary design, Transistor-level, Digital circuits",
• isbn13 = "978-3-319-16500-4",
• DOI = "doi:10.1007/978-3-319-16501-1_6",
• abstract = "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 behaviour of real MOSFET transistors is used to minimise 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 success rate of the evolutionary design.",
• notes = "Part of \cite{Machado:2015:GP} EuroGP'2015 held in conjunction with EvoCOP2015, EvoMusArt2015 and EvoApplications2015",

}

Genetic Programming entries for Vojtech Mrazek Zdenek Vasicek

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