Conference paperPETRLÍK Jiří and SEKANINA Lukáš. Multiobjective Evolution of Multiple-Constant Multipliers. In: Proceedings of the 18th International Conference on Soft Computing (MENDEL2012). Brno: Faculty of Mechanical Engineering BUT, 2012, pp. 64-69. ISBN 978-80-214-4540-6. | Publication language: | english |
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Original title: | Multiobjective Evolution of Multiple-Constant Multipliers |
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Title (cs): | Multikriteriální evoluce násobiček s vícenásobnými konstantními koeficienty |
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Pages: | 64-69 |
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Proceedings: | Proceedings of the 18th International Conference on Soft Computing (MENDEL2012) |
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Conference: | 18th International Conference on Soft Computing MENDEL 2012 |
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Place: | Brno, CZ |
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Year: | 2012 |
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ISBN: | 978-80-214-4540-6 |
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Publisher: | Faculty of Mechanical Engineering BUT |
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Keywords |
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multiple constant multiplier, multiobjective optimization, cartesian genetic programming, NSGAII |
Annotation |
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In this paper, we propose a method for multiobjective evolutionary design of multiple constant multipliers (MCM). MCM is a digital circuit which multiplies its single input by N constants. MCMs are very good candidates for evolutionary design, because a candidate MCM can quickly be evaluated by applying only a single test vector. In our approach, we utilize Cartesian Genetic Programming and a controlled elitist non-dominated sorting algorithm. The proposed method is capable of finding a good trade-off among the chosen criteria. |
BibTeX: |
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@INPROCEEDINGS{
author = {Ji{\v{r}}{\'{i}} Petrl{\'{i}}k and
Luk{\'{a}}{\v{s}} Sekanina},
title = {Multiobjective Evolution of Multiple-Constant
Multipliers},
pages = {64--69},
booktitle = {Proceedings of the 18th International Conference on Soft
Computing (MENDEL2012)},
year = {2012},
location = {Brno, CZ},
publisher = {Faculty of Mechanical Engineering BUT},
ISBN = {978-80-214-4540-6},
language = {english},
url = {http://www.fit.vutbr.cz/research/view_pub.php.en?id=10027}
} |
|