Conference paper

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.
Publication language:english
Original title:Multiobjective Evolution of Multiple-Constant Multipliers
Title (cs):Multikriteriální evoluce násobiček s vícenásobnými konstantními koeficienty
Pages:64-69
Proceedings:Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)
Conference:18th International Conference on Soft Computing MENDEL 2012
Place:Brno, CZ
Year:2012
ISBN:978-80-214-4540-6
Publisher:Faculty of Mechanical Engineering BUT
Keywords
multiple constant multiplier, multiobjective optimization, cartesian genetic programming, NSGAII
Annotation
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:
@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?id=10027}
}

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