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Genetic programming based constructive algorithm with penalty function for hardware/software cosynthesis of embedded systems

2021
book section
conference proceedings
10.5220/0010605005830588
Author
Górski Adam

Ogorzałek Maciej
Editor
Fill Hans-Georg

van Sinderen Marten

Maciaszek Leszek
Book title / Journal title
Proceedings of the 16th International Conference on Software Technologies, ICSOFT-2021
Place of publication: Publisher
[s.l.] : SciTePress
Pages
583-588
ISBN
978-989-758-523-4
Series
ICSOFT International Conference on Software Technologies
Serie's ISSN
2184-2833
Keywords in English

artificial intelligence

embedded systems

genetic programming

penalty function

hardware/software co-synthesis.

Language
English
Book language / Journal language
English
Abstract in English

In this work we present a constructive genetic programming method with penalty function for hw/sw cosynthesis of embedded systems. The genotype is a tree which contains in its nodes system construction options. Unlike existing solutions in this approach individuals which violate time constrains are investigated during evolution process. Therefore the algorithm is even more able to escape local minima of optimizing parameters.

Conference
International Conference on Software Technologies
Conference start date
2021-07-06
End date conference
2021-07-08
Conference city
Lieusaint
Conference country
Francja
Conference type
international
Affiliation
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanej
Scopus© citations
3
cris.lastimport.wos2024-04-09T18:33:52Z
dc.abstract.enIn this work we present a constructive genetic programming method with penalty function for hw/sw cosynthesis of embedded systems. The genotype is a tree which contains in its nodes system construction options. Unlike existing solutions in this approach individuals which violate time constrains are investigated during evolution process. Therefore the algorithm is even more able to escape local minima of optimizing parameters.pl
dc.affiliationWydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanejpl
dc.conferenceInternational Conference on Software Technologies
dc.conference.cityLieusaint
dc.conference.countryFrancja
dc.conference.datefinish2021-07-08
dc.conference.datestart2021-07-06
dc.conference.indexscopustrue
dc.contributor.authorGórski, Adam - 207459 pl
dc.contributor.authorOgorzałek, Maciej - 102456 pl
dc.contributor.editorFill, Hans-Georgpl
dc.contributor.editorvan Sinderen, Martenpl
dc.contributor.editorMaciaszek, Leszekpl
dc.date.accessioned2021-08-12T07:23:27Z
dc.date.available2021-08-12T07:23:27Z
dc.date.issued2021pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.conftypeinternationalpl
dc.description.physical583-588pl
dc.description.seriesICSOFT International Conference on Software Technologies
dc.description.versionostateczna wersja wydawcy
dc.identifier.doi10.5220/0010605005830588pl
dc.identifier.isbn978-989-758-523-4pl
dc.identifier.projectROD UJ / Opl
dc.identifier.seriesissn2184-2833
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/277117
dc.languageengpl
dc.language.containerengpl
dc.pubinfo[s.l.] : SciTePresspl
dc.rightsDodaję tylko opis bibliograficzny*
dc.rights.licenceCC-BY-NC-ND
dc.rights.uri*
dc.share.typeinne
dc.source.integratorfalse
dc.subject.enartificial intelligencepl
dc.subject.enembedded systemspl
dc.subject.engenetic programmingpl
dc.subject.enpenalty functionpl
dc.subject.enhardware/software co-synthesis.pl
dc.subtypeConferenceProceedingspl
dc.titleGenetic programming based constructive algorithm with penalty function for hardware/software cosynthesis of embedded systemspl
dc.title.containerProceedings of the 16th International Conference on Software Technologies, ICSOFT-2021pl
dc.typeBookSectionpl
dspace.entity.typePublication
cris.lastimport.wos
2024-04-09T18:33:52Z
dc.abstract.enpl
In this work we present a constructive genetic programming method with penalty function for hw/sw cosynthesis of embedded systems. The genotype is a tree which contains in its nodes system construction options. Unlike existing solutions in this approach individuals which violate time constrains are investigated during evolution process. Therefore the algorithm is even more able to escape local minima of optimizing parameters.
dc.affiliationpl
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Informatyki Stosowanej
dc.conference
International Conference on Software Technologies
dc.conference.city
Lieusaint
dc.conference.country
Francja
dc.conference.datefinish
2021-07-08
dc.conference.datestart
2021-07-06
dc.conference.indexscopus
true
dc.contributor.authorpl
Górski, Adam - 207459
dc.contributor.authorpl
Ogorzałek, Maciej - 102456
dc.contributor.editorpl
Fill, Hans-Georg
dc.contributor.editorpl
van Sinderen, Marten
dc.contributor.editorpl
Maciaszek, Leszek
dc.date.accessioned
2021-08-12T07:23:27Z
dc.date.available
2021-08-12T07:23:27Z
dc.date.issuedpl
2021
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.conftypepl
international
dc.description.physicalpl
583-588
dc.description.series
ICSOFT International Conference on Software Technologies
dc.description.version
ostateczna wersja wydawcy
dc.identifier.doipl
10.5220/0010605005830588
dc.identifier.isbnpl
978-989-758-523-4
dc.identifier.projectpl
ROD UJ / O
dc.identifier.seriesissn
2184-2833
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/277117
dc.languagepl
eng
dc.language.containerpl
eng
dc.pubinfopl
[s.l.] : SciTePress
dc.rights*
Dodaję tylko opis bibliograficzny
dc.rights.licence
CC-BY-NC-ND
dc.rights.uri*
dc.share.type
inne
dc.source.integrator
false
dc.subject.enpl
artificial intelligence
dc.subject.enpl
embedded systems
dc.subject.enpl
genetic programming
dc.subject.enpl
penalty function
dc.subject.enpl
hardware/software co-synthesis.
dc.subtypepl
ConferenceProceedings
dc.titlepl
Genetic programming based constructive algorithm with penalty function for hardware/software cosynthesis of embedded systems
dc.title.containerpl
Proceedings of the 16th International Conference on Software Technologies, ICSOFT-2021
dc.typepl
BookSection
dspace.entity.type
Publication
Affiliations
Wydział Fizyki, Astronomii i Informatyki Stosowanej
Górski, Adam
Ogorzałek, Maciej
No affiliation
Fill, Hans-Georg
van Sinderen, Marten
Maciaszek, Leszek

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