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Title: | Synthesis of time-to-amplitude converter by mean coevolution with adaptive parameters |
Authors: | Sapargaliyev, Y Kalganova, T |
Keywords: | Analog circuit synthesis;Evolutionary electronics;Computational circuits;SPICE |
Issue Date: | 2011 |
Publisher: | Scientific Research Publishing |
Citation: | Journal of Software Engineering and Applications, 4(8), 447 - 464, 2011 |
Abstract: | The challenging task to synthesize automatically a time-to-amplitude converter, which unites by its functionality several digital circuits, has been successfully solved with the help of a novel methodology. The proposed approach is based on a paradigm according to which the substructures are regarded as additional mutation types and when ranged with other mutations form a new adaptive individual-level mutation technique. This mutation approach led to the discovery of an original coevolution strategy that is characterized by very low selection rates. Parallel island-model evolution has been running in a hybrid competitive-cooperative interaction throughout two incremental stages. The adaptive population size is applied for synchronization of the parallel evolutions. |
Description: | Copyright © 2011 the authors and Scientific Research Publishing Inc. This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/) |
URI: | http://www.scirp.org/journal/PaperInformation.aspx?PaperID=6569 http://bura.brunel.ac.uk/handle/2438/8420 |
DOI: | http://dx.doi.org/10.4236/jsea.2011.48052 |
ISSN: | 1945-3124 |
Appears in Collections: | Electronic and Electrical Engineering Publications Dept of Electronic and Electrical Engineering Research Papers |
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