Detail publikačního výsledku

Multiobjective Evolution of Multiple-Constant Multipliers

PETRLÍK, J.; SEKANINA, L.

Original Title

Multiobjective Evolution of Multiple-Constant Multipliers

English Title

Multiobjective Evolution of Multiple-Constant Multipliers

Type

Paper in proceedings outside WoS and Scopus

Original 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.

English 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.

Keywords

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

Key words in English

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

Authors

PETRLÍK, J.; SEKANINA, L.

RIV year

2013

Released

27.06.2012

Publisher

Faculty of Mechanical Engineering BUT

Location

Brno

ISBN

978-80-214-4540-6

Book

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

Pages from

64

Pages to

69

Pages count

6

Full text in the Digital Library

http://hdl.handle.net/

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"
}