Detail publikačního výsledku

Evolutionary Approximation of Software for Embedded Systems: Median Function

MRÁZEK, V.; VAŠÍČEK, Z.; SEKANINA, L.

Originální název

Evolutionary Approximation of Software for Embedded Systems: Median Function

Anglický název

Evolutionary Approximation of Software for Embedded Systems: Median Function

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper deals with genetic programming-based improvement of non-functional properties of programs intended for low-cost microcontrollers. As the objective is to significantly reduce power consumption and execution time, the approximate computing scenario is considered in which occasional errors in results are acceptable. The method is based on Cartesian genetic programming and evaluated in the task of approximation of 9-input and 25-input median function. Resulting approximations show a significant improvement in the execution time and power consumption with respect to the accurate median function while the observed errors are moderate.

Anglický abstrakt

This paper deals with genetic programming-based improvement of non-functional properties of programs intended for low-cost microcontrollers. As the objective is to significantly reduce power consumption and execution time, the approximate computing scenario is considered in which occasional errors in results are acceptable. The method is based on Cartesian genetic programming and evaluated in the task of approximation of 9-input and 25-input median function. Resulting approximations show a significant improvement in the execution time and power consumption with respect to the accurate median function while the observed errors are moderate.

Klíčová slova


Genetic Improvement; Genetic Programming; Cartesian Genetic Programming; Approximate Computing; Embedded
Systems

Klíčová slova v angličtině


Genetic Improvement; Genetic Programming; Cartesian Genetic Programming; Approximate Computing; Embedded
Systems

Autoři

MRÁZEK, V.; VAŠÍČEK, Z.; SEKANINA, L.

Rok RIV

2016

Vydáno

03.07.2015

Nakladatel

Association for Computing Machinery

Místo

New York

ISBN

978-1-4503-3488-4

Kniha

GECCO Companion '15 Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference

Edice

ACM

Strany od

795

Strany do

801

Strany počet

7

URL

https://www.fit.vut.cz/research/publication/10852/

BibTex

@inproceedings{BUT119838,
  author="Vojtěch {Mrázek} and Zdeněk {Vašíček} and Lukáš {Sekanina}",
  title="Evolutionary Approximation of Software for Embedded Systems: Median Function",
  booktitle="GECCO Companion '15 Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference",
  year="2015",
  series="ACM",
  pages="795--801",
  publisher="Association for Computing Machinery",
  address="New York",
  doi="10.1145/2739482.2768416",
  isbn="978-1-4503-3488-4",
  url="https://www.fit.vut.cz/research/publication/10852/"
}

Dokumenty

p795-mrazek