Detail výsledku

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.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Petrlík Jiří, Ing., Ph.D., FIT (FIT), UPSY (FIT)
Sekanina Lukáš, prof. Ing., Ph.D., UPSY (FIT)
Abstrakt
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.
Klíčová slova

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

Rok
2012
Strany
64–69
Sborník
Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)
Konference
18th International Conference on Soft Computing, MENDEL 2012
ISBN
978-80-214-4540-6
Vydavatel
Faculty of Mechanical Engineering BUT
Místo
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"
}
Projekty
Centrum excelence IT4Innovations, MŠMT, Operační program Výzkum a vývoj pro inovace, ED1.1.00/02.0070, zahájení: 2011-01-01, ukončení: 2015-12-31, ukončen
Výzkumné skupiny
Výzkumná skupina Evolvable Hardware (VZ EHW)
Pracoviště
Ústav počítačových systémů (UPSY)
Nahoru