Publication Details
Multiobjective Evolution of Multiple-Constant Multipliers
PETRLÍK, J.; SEKANINA, L. Multiobjective Evolution of Multiple-Constant Multipliers. Proceedings of the 18th International Conference on Soft Computing (MENDEL2012). Brno: Faculty of Mechanical Engineering BUT, 2012. p. 64-69. ISBN: 978-80-214-4540-6.
Czech title
Multikriteriální evoluce násobiček s vícenásobnými konstantními koeficienty
Type
conference paper
Language
English
Authors
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)
ISBN
978-80-214-4540-6
Publisher
Faculty of Mechanical Engineering BUT
Place
Brno
BibTeX
@inproceedings{BUT96972,
author="Jiří {Petrlík} and Lukáš {Sekanina}",
title="Multiobjective Evolution of Multiple-Constant Multipliers",
booktitle="Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)",
year="2012",
pages="64--69",
publisher="Faculty of Mechanical Engineering BUT",
address="Brno",
isbn="978-80-214-4540-6"
}