Publication result detail

Hardware Platform for Coevolutionary Design

HRBÁČEK, R.

Original Title

Hardware Platform for Coevolutionary Design

English Title

Hardware Platform for Coevolutionary Design

Type

Paper in proceedings (conference paper)

Original Abstract

Evolutionary algorithms are well established in the field of optimization problems; their usage as design methods comes to the foreground thanks to the inovation introduced into the design process. Coevolutionary algorithms are natural extension to the evolutionary algorithms in which the fitness of an individual depends on its interactions with other individuals. Applications of these algorithms include electronic circuit design, image filter design, machine learning, symbolic regression and many others. This paper deals with the design of a hardware platform for accelerating coevolutionary design.

English abstract

Evolutionary algorithms are well established in the field of optimization problems; their usage as design methods comes to the foreground thanks to the inovation introduced into the design process. Coevolutionary algorithms are natural extension to the evolutionary algorithms in which the fitness of an individual depends on its interactions with other individuals. Applications of these algorithms include electronic circuit design, image filter design, machine learning, symbolic regression and many others. This paper deals with the design of a hardware platform for accelerating coevolutionary design.

Keywords

evolutionary algorithm, coevolution, evolvable hardware, FPGA, MicroBlaze

Key words in English

evolutionary algorithm, coevolution, evolvable hardware, FPGA, MicroBlaze

Authors

HRBÁČEK, R.

RIV year

2016

Released

25.04.2013

Publisher

LITERA

Location

Brno

ISBN

978-80-214-4694-6

Book

Proceedings of the 19th Conference STUDENT EEICT 2013 Volume 2

Pages from

279

Pages to

281

Pages count

3

URL

http://www.feec.vutbr.cz/EEICT/2013/sbornik/02magisterskeprojekty/10pocitacovesystemy/02-xhrbac01.pdf

Full text in the Digital Library

http://hdl.handle.net/

BibTex

@inproceedings{BUT99405,
  author="Radek {Hrbáček}",
  title="Hardware Platform for Coevolutionary Design",
  booktitle="Proceedings of the 19th Conference STUDENT EEICT 2013 Volume 2",
  year="2013",
  number="1",
  pages="279--281",
  publisher="LITERA",
  address="Brno",
  isbn="978-80-214-4694-6",
  url="http://www.feec.vutbr.cz/EEICT/2013/sbornik/02magisterskeprojekty/10pocitacovesystemy/02-xhrbac01.pdf"
}