| 1. Identity statement | |
| Reference Type | Book Section |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/3HG7PDQ |
| Repository | sid.inpe.br/plutao/2014/12.01.14.18.31 (restricted access) |
| Last Update | 2015:02.19.14.26.06 (UTC) administrator |
| Metadata Repository | sid.inpe.br/plutao/2014/12.01.14.18.32 |
| Metadata Last Update | 2018:06.04.23.39.44 (UTC) administrator |
| ISBN | 9783319063225 |
| Label | lattes: 8185155301349092 3 SantosCampCintSand:2014:ChSyPr |
| Citation Key | SantosCampCintSand:2014:ChSyPr |
| Title | Chaotic Systems Predictability using Neuro-Fuzzy Systems and Neural Networks with Bred Vectors  |
| Year | 2014 |
| Access Date | 2024, Apr. 19 |
| Secondary Type | PRE LI |
| Number of Files | 1 |
| Size | 887 KiB |
| 2. Context | |
| Author | 1 Santos, Pettras Leonardo Bueno dos 2 Campos Velho, Haroldo Fraga de 3 Cintra, Rosangela Saher Correa 4 Sandri, Sandra Aparecida |
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHC3 3 8JMKD3MGP5W/3C9JJ75 4 8JMKD3MGP5W/3E3JEJL |
| Group | 1 CAP-COMP-SPG-INPE-MCTI-GOV-BR 2 LAC-CTE-INPE-MCTI-GOV-BR 3 LAC-CTE-INPE-MCTI-GOV-BR 4 LAC-CTE-INPE-MCTI-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 pettrasleonardo@yahoo.com.br 2 haroldo@lac.inpe.br 3 rosangela.cintra@lac.inpe.br 4 sandra.sandri@inpe.br |
| Editor | Zadeh, L. A. Abbasov, A. M. Yager, R. R. Shahbazova, S. N. Reformat, M. Z. |
| e-Mail Address | marcelo.pazos@inpe.br |
| Book Title | Recent Developments And New Directions In Soft Computing |
| Publisher | Springer |
| Volume | 317 |
| Pages | 295-313 |
| Series Title | Studies in Fuzziness and Soft Computing, 317 |
| History (UTC) | 2014-12-01 14:18:32 :: lattes -> administrator :: 2014-12-02 06:34:02 :: administrator -> lattes :: 2014 2014-12-09 13:15:55 :: lattes -> administrator :: 2014 2015-01-16 17:34:52 :: administrator -> marcelo.pazos@sid.inpe.br :: 2014 2015-02-19 14:26:06 :: marcelo.pazos@sid.inpe.br -> administrator :: 2014 2018-06-04 23:39:44 :: administrator -> marcelo.pazos@inpe.br :: 2014 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | Chaotic systems Bred vectors Lorenz attractor Three-waves problem Neural networks Neuro-fuzzy systems |
| Abstract | The predictability of the behavior of chaotic systems is of great importance because many real-world phenomena have some type of chaotic regime. In chaotic systems, small changes in the initial conditions can lead to very different results from the original system trajectory. The prediction of chaotic systems behavior is usually very difficult, particularly in practical applications in which initial conditions are obtained by measurement instruments, very often subject to acquisition errors. Here we use bred vectors methodology to generate pairs of input/output that are then used to train Neural Networks and Neuro-Fuzzy Systems. We apply the approach to predict regime change for Lorenz strange attractors and the nonlinear coupled three-waves problem from solar physics. |
| Area | COMP |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Chaotic Systems Predictability... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Chaotic Systems Predictability... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| Language | pt |
| User Group | lattes marcelo.pazos@inpe.br |
| Visibility | shown |
| Read Permission | deny from all and allow from 150.163 |
| Update Permission | not transferred |
| 5. Allied materials | |
| Linking | 8JMKD3MGP5W34M/3GF6ESE |
| Mirror Repository | iconet.com.br/banon/2006/11.26.21.31 |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS |
| URL (untrusted data) | http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-3-319-06322-5 |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | archivingpolicy archivist callnumber city copyholder copyright creatorhistory descriptionlevel dissemination doi edition format issn lineage mark nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor session shorttitle sponsor subject targetfile tertiarytype translator |
| 7. Description control | |
| e-Mail (login) | marcelo.pazos@inpe.br |
| update | |