Publication Details

Multiobjective Evolution of Multiple-Constant Multipliers

PETRLÍK 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.
Czech title
Multikriteriální evoluce násobiček s vícenásobnými konstantními koeficienty
Type
conference paper
Language
english
Authors
Petrlík Jiří, Ing. (DCSY FIT BUT)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT)
Keywords

multiple constant multiplier, multiobjective optimization, cartesian genetic programming, NSGAII

Abstract
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.
Published
2012
Pages
64-69
Proceedings
Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)
Conference
18th International Conference on Soft Computing MENDEL 2012 , FSI VUT v Brně, CZ
ISBN
978-80-214-4540-6
Publisher
Faculty of Mechanical Engineering BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB10027,
   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 = "https://www.fit.vut.cz/research/publication/10027"
}
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