Detail publikace

Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

SEKANINA, L. KAPUSTA, V.

Originální název

Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Cartesian genetic programming (CGP) is a branch of genetic programming in which candidate designs are represented using directed acyclic graphs. Evolutionary circuit design is the most typical application of CGP. This paper presents a new software tool - CGPAnalyzer - developed to analyse and visualise a genetic record (i.e. a log file) generated by CGP-based circuit design software. CGPAnalyzer automatically finds key genetic improvements in the genetic record and presents relevant phenotypes. The comparison module of CGPAnalyzer allows the user to select two phenotypes and compare their structure, history and functionality. It thus enables to reconstruct the process of discovering new circuit designs. This feature is demonstrated by means of the analysis of the genetic record from a 9-parity circuit evolution. The CGPAnalyzer tool is a desktop application with a graphical user interface created using Java v.8 and Swing library.  

Klíčová slova

Cartesian genetic programming, Digital circuit, Visualisation

Autoři

SEKANINA, L.; KAPUSTA, V.

Vydáno

23. 7. 2016

Nakladatel

Association for Computing Machinery

Místo

New York

ISBN

978-1-4503-4323-7

Kniha

GECCO'16 Companion

Strany od

1411

Strany do

1418

Strany počet

8

URL

https://www.fit.vut.cz/research/publication/11141/

BibTex

@inproceedings{BUT130962,
  author="Lukáš {Sekanina} and Vlastimil {Kapusta}",
  title="Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming",
  booktitle="GECCO'16 Companion",
  year="2016",
  pages="1411--1418",
  publisher="Association for Computing Machinery",
  address="New York",
  doi="10.1145/2908961.2931740",
  isbn="978-1-4503-4323-7",
  url="https://www.fit.vut.cz/research/publication/11141/"
}