Controlled self-organisation using learning classifier systems

The complexity of technical systems increases, breakdowns occur quite often. The mission of organic computing is to tame these challenges by providing degrees of freedom for self-organised behaviour. To achieve these goals, new methods have to be developed. The proposed observer/controller architect...

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Autores:
Tipo de recurso:
Book
Fecha de publicación:
2019
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/16662
Acceso en línea:
https://www.ksp.kit.edu/9783866444317
http://hdl.handle.net/20.500.12010/16662
Palabra clave:
Informática
Sistema de clasificación del aprendizaje extendido
Simulación de múltiples agentes
Informática orgánica
Controlled self-organisation
Rights
License
Abierto (Texto Completo)
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repository_id_str
dc.title.spa.fl_str_mv Controlled self-organisation using learning classifier systems
title Controlled self-organisation using learning classifier systems
spellingShingle Controlled self-organisation using learning classifier systems
Informática
Sistema de clasificación del aprendizaje extendido
Simulación de múltiples agentes
Informática orgánica
Controlled self-organisation
title_short Controlled self-organisation using learning classifier systems
title_full Controlled self-organisation using learning classifier systems
title_fullStr Controlled self-organisation using learning classifier systems
title_full_unstemmed Controlled self-organisation using learning classifier systems
title_sort Controlled self-organisation using learning classifier systems
dc.subject.spa.fl_str_mv Informática
topic Informática
Sistema de clasificación del aprendizaje extendido
Simulación de múltiples agentes
Informática orgánica
Controlled self-organisation
dc.subject.lemb.spa.fl_str_mv Sistema de clasificación del aprendizaje extendido
Simulación de múltiples agentes
Informática orgánica
dc.subject.keyword.spa.fl_str_mv Controlled self-organisation
description The complexity of technical systems increases, breakdowns occur quite often. The mission of organic computing is to tame these challenges by providing degrees of freedom for self-organised behaviour. To achieve these goals, new methods have to be developed. The proposed observer/controller architecture constitutes one way to achieve controlled self-organisation. To improve its design, multi-agent scenarios are investigated. Especially, learning using learning classifier systems is addressed.
publishDate 2019
dc.date.created.none.fl_str_mv 2019-07-30
dc.date.accessioned.none.fl_str_mv 2021-01-15T20:53:50Z
dc.date.available.none.fl_str_mv 2021-01-15T20:53:50Z
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2f33
format http://purl.org/coar/resource_type/c_2f33
dc.identifier.isbn.none.fl_str_mv 978-3-86644-431-7
dc.identifier.other.none.fl_str_mv https://www.ksp.kit.edu/9783866444317
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/16662
dc.identifier.doi.none.fl_str_mv 10.5445/KSP/1000013138
identifier_str_mv 978-3-86644-431-7
10.5445/KSP/1000013138
url https://www.ksp.kit.edu/9783866444317
http://hdl.handle.net/20.500.12010/16662
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
dc.rights.creativecommons.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
rights_invalid_str_mv Abierto (Texto Completo)
https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 248 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv KIT Scientific Publishing
institution Universidad de Bogotá Jorge Tadeo Lozano
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16662/1/Controlled%20self-organisation%20using%20learning%20classifier%20systems_1.pdf
https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16662/2/license.txt
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repository.name.fl_str_mv Repositorio Institucional - Universidad Jorge Tadeo Lozano
repository.mail.fl_str_mv expeditio@utadeo.edu.co
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spelling 2021-01-15T20:53:50Z2021-01-15T20:53:50Z2019-07-30978-3-86644-431-7https://www.ksp.kit.edu/9783866444317http://hdl.handle.net/20.500.12010/1666210.5445/KSP/1000013138248 páginasapplication/pdfengKIT Scientific PublishingInformáticaSistema de clasificación del aprendizaje extendidoSimulación de múltiples agentesInformática orgánicaControlled self-organisationControlled self-organisation using learning classifier systemsAbierto (Texto Completo)https://creativecommons.org/licenses/by-nc-nd/4.0/legalcodehttp://purl.org/coar/access_right/c_abf2The complexity of technical systems increases, breakdowns occur quite often. The mission of organic computing is to tame these challenges by providing degrees of freedom for self-organised behaviour. To achieve these goals, new methods have to be developed. The proposed observer/controller architecture constitutes one way to achieve controlled self-organisation. To improve its design, multi-agent scenarios are investigated. Especially, learning using learning classifier systems is addressed.http://purl.org/coar/resource_type/c_2f33Richter, Urban MaximilianORIGINALControlled self-organisation using learning classifier systems_1.pdfControlled self-organisation using learning classifier systems_1.pdfVer documentoapplication/pdf69092368https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16662/1/Controlled%20self-organisation%20using%20learning%20classifier%20systems_1.pdfa87ed92a30a72baa5d1e004adf77ea50MD51open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16662/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILControlled self-organisation using learning classifier systems_1.pdf.jpgControlled self-organisation using learning classifier systems_1.pdf.jpgIM Thumbnailimage/jpeg18582https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16662/3/Controlled%20self-organisation%20using%20learning%20classifier%20systems_1.pdf.jpg39e70da4d261eb3fdc560369e9c49eb8MD53open access20.500.12010/16662oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/166622021-01-15 16:54:42.364open accessRepositorio Institucional - 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