Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Popis výsledku v původním jazyce

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.  

Název v anglickém jazyce

Visualisation and Analysis of Genetic Records Produced by Cartesian Genetic Programming

Popis výsledku anglicky

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.  

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

<a href="/cs/project/GA16-17538S" target="_blank" >GA16-17538S: Přibližná ekvivalence pro aproximativní počítání</a><br>

Návaznosti

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

Rok uplatnění

2016

Kód důvěrnosti údajů

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

Název statě ve sborníku

GECCO'16 Companion

ISBN

978-1-4503-4323-7

ISSN

—

e-ISSN

—

Počet stran výsledku

8

Strana od-do

1411-1418

Název nakladatele

Association for Computing Machinery

Místo vydání

New York

Místo konání akce

Denver

Datum konání akce

20. 7. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000383741800196