| 1. Identity statement | |
| Reference Type | Conference Paper (Conference Proceedings) |
| Site | mtc-m16.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 6qtX3pFwXQZsFDuKxG/EC3F7 |
| Repository | sid.inpe.br/marciana/2004/12.30.09.22 |
| Last Update | 2005:02.01.02.00.00 (UTC) banon |
| Metadata Repository | sid.inpe.br/marciana/2004/12.30.09.22.14 |
| Metadata Last Update | 2018:06.05.01.21.19 (UTC) administrator |
| Secondary Key | INPE-12148-PRE/7490 |
| Citation Key | OliveiraLorePretStep:2004:AdHiFa |
| Title | An adaptive hierarchical fair competition genetic algorithm for large-scale numerical optimization  |
| Project | Algoritmos Genéticos |
| Year | 2004 |
| Access Date | 2024, Dec. 26 |
| Secondary Type | PRE CN |
| Number of Files | 1 |
| Size | 129 KiB |
| 2. Context | |
| Author | 1 Oliveira, Alexandre Cesar Muniz 2 Lorena, Luiz Antonio Nogueira 3 Preto, Airam Jonatas 4 Stephani, Stephan |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHMQ 3 8JMKD3MGP5W/3C9JGGE |
| Group | 1 LAC-INPE-MCT-BR |
| Affiliation | 1 Federal University of Maranhão, Department of Informatic 2 Universidade Federal do Maranhão, Departamento de Informática (UFMA) 3 National Institute for Space Research, Computing and Applied Mathematics Laboratory 4 Instituto Nacional de Pesquisas Espaciais, Laboratório de Associado de Computação e Matemática Aplicada (INPE. LAC) |
| Conference Name | Brazilian Symposium in Neural Networks, 4 (SBRN). |
| Conference Location | São Luiz |
| Date | 29 Sept. - 01 Oct. |
| Publisher | INPE |
| Pages | 6 |
| Book Title | Proceedings |
| History (UTC) | 2005-05-20 14:34:18 :: jefferson -> administrator :: 2015-04-02 18:36:44 :: administrator -> banon :: 2004 2015-04-02 18:40:45 :: banon -> administrator :: 2004 2018-06-05 01:21:19 :: administrator -> banon :: 2004 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Keywords | COMPUTER SCIENCE Genetic algorithms Hierarchical Fair Competition (HFC) Computer systems performance Message processing Message Passing Interface (MPI) Optimization COMPUTAÇÃO APLICADA Algoritmos genéticos Desempenho computacional Processamento de mensagem Interace de transmissão de mensagem Competição hierarquica |
| Abstract | Genetic algorithms, inspired by the theory of evolution of species, are intended to be unfair. Individuals compete against each other and the best-adapted ones prevail. Unfairness is due to big dierences of skills, generally evaluated by a fitness measure, in a population of individuals competing for survival. However, population diversity is important to preserve some features that are not always associated to high ranked skills. Such diversity can be achieved by imposing fairness rules to the competition. The adaptive hierarchical fair competition genetic algorithm has been proposed to comply with this feature by segregating individuals in casts or demes, according to their fitness. This work proposes a parallel implementation that enhances the capabilities and computational performance of an adaptive hierarchical fair competition genetic algorithm. The code was parallelized using the MPI (Message Passing Interface) communication library and executed in a distributed memory parallel machine, a PC cluster. Test results are shown for standard numerical optimization problems presenting hundreds of variables. |
| Area | COMP |
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > An adaptive hierarchical... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| data URL | http://urlib.net/ibi/6qtX3pFwXQZsFDuKxG/EC3F7 |
| zipped data URL | http://urlib.net/zip/6qtX3pFwXQZsFDuKxG/EC3F7 |
| Language | en |
| Target File | fair.pdf |
| User Group | administrator banon jefferson |
| Reader Group | administrator banon |
| Visibility | shown |
| Copy Holder | SID/SCD |
| Read Permission | allow from all |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP |
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.54.04 7 sid.inpe.br/mtc-m21/2012/07.13.14.39.30 4 sid.inpe.br/bibdigital/2013/09.22.23.14 1 |
| Host Collection | sid.inpe.br/banon/2003/08.15.17.40 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber contenttype copyright creatorhistory descriptionlevel dissemination doi e-mailaddress edition editor electronicmailaddress format isbn issn label lineage mark mirrorrepository nextedition notes numberofvolumes orcid organization parameterlist parentrepositories previousedition previouslowerunit progress publisheraddress rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url versiontype volume |
| 7. Description control | |
| e-Mail (login) | banon |
| update | |