Detail publikace

Multiobjective Evolution of Multiple-Constant Multipliers

Originální název

Multiobjective Evolution of Multiple-Constant Multipliers

Anglický název

Multiobjective Evolution of Multiple-Constant Multipliers

Jazyk

en

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.

Anglický 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.

BibTex


@inproceedings{BUT96972,
  author="Jiří {Petrlík} and Lukáš {Sekanina}",
  title="Multiobjective Evolution of Multiple-Constant Multipliers",
  annote="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.",
  address="Faculty of Mechanical Engineering BUT",
  booktitle="Proceedings of the 18th International Conference on Soft Computing (MENDEL2012)",
  chapter="96972",
  edition="NEUVEDEN",
  howpublished="print",
  institution="Faculty of Mechanical Engineering BUT",
  year="2012",
  month="june",
  pages="64--69",
  publisher="Faculty of Mechanical Engineering BUT",
  type="conference paper"
}