Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121618" target="_blank" >RIV/00216305:26230/16:PU121618 - isvavai.cz</a>

Result on the web

<a href="https://www.fit.vut.cz/research/publication/11141/" target="_blank" >https://www.fit.vut.cz/research/publication/11141/</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1145/2908961.2931740" target="_blank" >10.1145/2908961.2931740</a>

Result language

angličtina

Original language name

Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Original language description

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.  

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GA16-17538S" target="_blank" >GA16-17538S: Relaxed equivalence checking for approximate computing</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

GECCO'16 Companion

ISBN

978-1-4503-4323-7

ISSN

—

e-ISSN

—

Number of pages

8

Pages from-to

1411-1418

Publisher name

Association for Computing Machinery

Place of publication

New York

Event location

Denver

Event date

Jul 20, 2016

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000383741800196