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Adaptive GP-based algorithm for hardware/software co-design of distributed embedded systems
adaptive systems
architecture
embedded systems
genetic algorithm
genetic programming
hardware/software co-design
In this work, a novel adaptive approach to co-design of embedded systems is presented. The approach is based on developmental genetic programming. Unlike most of existing algorithms, presented methodology involves evolving co-synthesis process, not the system architecture directly. Genotype is a tree which nodes include system construction options. The system can adapt to the environment by increasing chromosomes which give better results in each situations. Half of the next populations is created using genetic operators (crossover, mutation, reproduction). Second half is obtained by generating additional solutions but with different probability of the options.
dc.abstract.en | In this work, a novel adaptive approach to co-design of embedded systems is presented. The approach is based on developmental genetic programming. Unlike most of existing algorithms, presented methodology involves evolving co-synthesis process, not the system architecture directly. Genotype is a tree which nodes include system construction options. The system can adapt to the environment by increasing chromosomes which give better results in each situations. Half of the next populations is created using genetic operators (crossover, mutation, reproduction). Second half is obtained by generating additional solutions but with different probability of the options. | pl |
dc.affiliation | Wydział Fizyki, Astronomii i Informatyki Stosowanej : Zakład Technologii Informatycznych | pl |
dc.conference | 4th International Conference on Pervasive and Embedded Computing and Communication Systems | |
dc.conference.city | Lizbona | |
dc.conference.country | Portugalia | |
dc.conference.datefinish | 2014-01-09 | |
dc.conference.datestart | 2014-01-07 | |
dc.conference.indexscopus | true | |
dc.contributor.author | Górski, Adam - 207459 | pl |
dc.contributor.author | Ogorzałek, Maciej - 102456 | pl |
dc.contributor.editor | Benavente-Peces, César | pl |
dc.contributor.editor | Ahrens, Andreas | pl |
dc.contributor.editor | Filipe, Joaquim | pl |
dc.date.accessioned | 2015-12-15T11:51:21Z | |
dc.date.available | 2015-12-15T11:51:21Z | |
dc.date.issued | 2014 | pl |
dc.description.conftype | international | pl |
dc.description.physical | 125-130 | pl |
dc.description.publication | 0,3 | pl |
dc.identifier.doi | 10.5220/0004696601250130 | pl |
dc.identifier.isbn | 978-989-758-000-0 | pl |
dc.identifier.uri | http://ruj.uj.edu.pl/xmlui/handle/item/18285 | |
dc.language | eng | pl |
dc.language.container | eng | pl |
dc.pubinfo | Lisbon : SciTePress | pl |
dc.rights | Dodaję tylko opis bibliograficzny | * |
dc.rights.licence | Bez licencji otwartego dostępu | |
dc.rights.uri | * | |
dc.subject.en | adaptive systems | pl |
dc.subject.en | architecture | pl |
dc.subject.en | embedded systems | pl |
dc.subject.en | genetic algorithm | pl |
dc.subject.en | genetic programming | pl |
dc.subject.en | hardware/software co-design | pl |
dc.subtype | ConferenceProceedings | pl |
dc.title | Adaptive GP-based algorithm for hardware/software co-design of distributed embedded systems | pl |
dc.title.container | Proceedings of the 4th International Conference on Pervasive and Embedded Computing and Communication Systems : Lisbon, Portugal, 7-9 January 2014 | pl |
dc.type | BookSection | pl |
dspace.entity.type | Publication |