Publication
Meta-heuristics self-parameterization in a multi-agent scheduling system using case-based reasoning
| dc.contributor.author | Pereira, Ivo | |
| dc.contributor.author | Madureira, Ana Maria | |
| dc.contributor.author | Moura, Paulo Oliveira | |
| dc.date.accessioned | 2014-03-31T10:14:45Z | |
| dc.date.available | 2014-03-31T10:14:45Z | |
| dc.date.issued | 2013 | |
| dc.description.abstract | This paper proposes a novel agent-based approach to Meta-Heuristics self-configuration. Meta-heuristics are algorithms with parameters which need to be set up as efficient as possible in order to unsure its performance. A learning module for self-parameterization of Meta-heuristics (MH) in a Multi-Agent System (MAS) for resolution of scheduling problems is proposed in this work. The learning module is based on Case-based Reasoning (CBR) and two different integration approaches are proposed. A computational study is made for comparing the two CBR integration perspectives. Finally, some conclusions are reached and future work outlined. | por |
| dc.identifier.doi | 10.1007/978-94-007-4722-7_10 | pt_PT |
| dc.identifier.isbn | 978-94-007-4721-0 | |
| dc.identifier.isbn | 978-94-007-4722-7 | |
| dc.identifier.issn | 2213-8986 | |
| dc.identifier.uri | http://hdl.handle.net/10400.22/4291 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | Springer | por |
| dc.relation.ispartofseries | Intelligent Systems, Control and Automation: Science and Engineering; Vol. 61 | |
| dc.relation.publisherversion | http://link.springer.com/chapter/10.1007/978-94-007-4722-7_10 | por |
| dc.subject | Computational intelligence | por |
| dc.subject | Artificial intelligence | por |
| dc.subject | Information systems applications | por |
| dc.title | Meta-heuristics self-parameterization in a multi-agent scheduling system using case-based reasoning | por |
| dc.type | book part | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 109 | por |
| oaire.citation.startPage | 99 | por |
| oaire.citation.title | Computational Intelligence and Decision Making: Trends and Applications | por |
| oaire.citation.volume | Vol. 61 | por |
| person.familyName | Pereira | |
| person.familyName | Madureira | |
| person.givenName | Ivo | |
| person.givenName | Ana Maria | |
| person.identifier.ciencia-id | 3E18-2D4C-0E14 | |
| person.identifier.ciencia-id | 7F1D-5AF2-A101 | |
| person.identifier.orcid | 0000-0001-5440-3225 | |
| person.identifier.orcid | 0000-0002-0264-4710 | |
| person.identifier.rid | N-1713-2016 | |
| person.identifier.rid | AAH-1056-2021 | |
| person.identifier.scopus-author-id | 36675461900 | |
| person.identifier.scopus-author-id | 8634629500 | |
| rcaap.rights | closedAccess | por |
| rcaap.type | bookPart | por |
| relation.isAuthorOfPublication | 097b47eb-e9f1-40cb-9fe3-ca46efc578cb | |
| relation.isAuthorOfPublication | cd5e5eb7-cf63-48c6-b6b9-a9db2fedebab | |
| relation.isAuthorOfPublication.latestForDiscovery | 097b47eb-e9f1-40cb-9fe3-ca46efc578cb |