Detail publikace

Multiobjective Evolution of Multiple-Constant Multipliers

PETRLÍK, J. SEKANINA, L.

Originální název

Multiobjective Evolution of Multiple-Constant Multipliers

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální 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

Autoři

PETRLÍK, J.; SEKANINA, L.

Rok RIV

2012

Vydáno

27. 6. 2012

Nakladatel

Faculty of Mechanical Engineering BUT

Místo

Brno

ISBN

978-80-214-4540-6

Kniha

Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)

Strany od

64

Strany do

69

Strany počet

6

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"
}