| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | marte.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Repository | dpi.inpe.br/sbsr@80/2008/11.18.06.16 | |||
| Last Update | 2009:03.27.21.52.18 (UTC) administrator | |||
| Metadata Repository | dpi.inpe.br/sbsr@80/2008/11.18.06.16.29 | |||
| Metadata Last Update | 2022:07.07.03.46.56 (UTC) administrator | |||
| Secondary Key | INPE-16016-PRE/10625 | |||
| ISBN | 978-85-17-00044-7 | |||
| Citation Key | SantaCatarinaMontOliv:2009:AlHeHí | |||
| Title | Um algoritmo heurístico híbrido para criação de modelos com representação explícita de relacionamentos espaciais  | |||
| Format | DVD, On-line. | |||
| Year | 2009 | |||
| Access Date | 2024, May 10 | |||
| Secondary Type | PRE CN | |||
| Number of Files | 1 | |||
| Size | 288 KiB | |||
| 2. Context | ||||
| Author | 1 Santa Catarina, Adair 2 Monteiro, Antônio Miguel Vieira 3 Oliveira, João Ricardo de Freitas | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JGJN 3 8JMKD3MGP5W/3C9JHF2 | |||
| Group | 1 2 DPI-OBT-INPE-MCT-BR 3 DPI-OBT-INPE-MCT-BR | |||
| Affiliation | 1 Universidade Estadual do Oeste do Paraná - Unioeste 2 Divisão de Processamento de Imagens - INPE 3 Divisão de Processamento de Imagens - INPE | |||
| Author e-Mail Address | 1 asc@unioeste.br 2 miguel@dpi.inpe.br 3 joao@dpi.inpe.br | |||
| Editor | Epiphanio, José Carlos Neves Galvão, Lênio Soares | |||
| e-Mail Address | asc@unioeste.br | |||
| Conference Name | Simpósio Brasileiro de Sensoriamento Remoto, 14 (SBSR) | |||
| Conference Location | Natal | |||
| Date | 25-30 abr. 2009 | |||
| Publisher | Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Publisher City | São José dos Campos | |||
| Pages | 4319-4326 | |||
| Book Title | Anais | |||
| Tertiary Type | Artigo | |||
| Organization | Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| History (UTC) | 2008-11-18 06:20:34 :: asc@unioeste.br -> sbsr :: 2009-02-19 17:05:00 :: sbsr -> administrator :: 2009-04-20 16:54:08 :: administrator -> asc@unioeste.br :: 2009-04-22 01:16:36 :: asc@unioeste.br -> administrator :: 2009-06-09 19:31:48 :: administrator -> marciana :: 2009-06-22 13:55:31 :: marciana -> erich@sid.inpe.br :: 2009-06-26 17:40:27 :: erich@sid.inpe.br -> administrator :: 2009-08-05 02:05:45 :: administrator -> erich@sid.inpe.br :: 2010-05-14 02:40:50 :: erich@sid.inpe.br -> marciana :: 2011-02-16 14:17:25 :: marciana -> administrator :: 2009 2022-07-07 03:46:56 :: administrator -> :: 2009 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Keywords | model breeder spatial analysis genetic algorithm simulated annealing construtor de modelos análise espacial algoritmo genético | |||
| Abstract | A fundamental idea to analyze and interpret spatial data is spatial dependence. The spatial dependence results from that everything is related to everything else, but near things are more related than distant things. Spatial data analysis uses heuristic algorithms as Genetic Algorithms; however, these algorithms ignore the spatial dependence. In this work we present an architecture for a Hybrid Heuristic Algorithm (HHA) with explicit representation of spatial relationships. The architecture proposed includes a Generalized Proximity Matrix that represents the spatial association between objects in space, in other words the spatial relationships. The HHA embody two heuristics: Genetic Algorithms and Simulated Annealing. It creates two types of models: Simple Linear Regression and Weighted Linear Regression. The first type is equal to Statistic Linear Regression and the second type is a Linear Regression that computes the spatial relationships gives by the Generalized Proximity Matrix. We tested the HHA producing Linear and Weighted Linear Regression. The two types of models adjusted rightly show the relations between dependent and independent variables. These results allow us to conclude that HHA can be used as a tool for spatial analysis. | |||
| Area | SRE | |||
| Type | Geoprocessamento e Aplicações | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > Um algoritmo heurístico... | |||
| doc Directory Content | access | |||
| source Directory Content |
| |||
| agreement Directory Content | there are no files | |||
| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/dpi.inpe.br/sbsr@80/2008/11.18.06.16 | |||
| zipped data URL | http://urlib.net/zip/dpi.inpe.br/sbsr@80/2008/11.18.06.16 | |||
| Language | pt | |||
| Target File | 4319-4326.pdf | |||
| User Group | administrator asc@unioeste.br marciana erich@sid.inpe.br administrator | |||
| Reader Group | administrator asc@unioeste.br | |||
| Visibility | shown | |||
| 5. Allied materials | ||||
| Mirror Repository | dpi.inpe.br/marte1@80/2009/05.26.17.02 | |||
| Next Higher Units | 8JMKD3MGPCW/3EQCCU5 | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.40.32 3 sid.inpe.br/mtc-m21/2012/07.13.14.51 1 | |||
| Host Collection | dpi.inpe.br/netuno@1905/2006/07.17.20.18 dpi.inpe.br/banon/2003/12.10.19.30 | |||
| 6. Notes | ||||
| Mark | 1 | |||
| Empty Fields | archivingpolicy archivist callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition identifier issn label lineage nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readpermission rightsholder schedulinginformation secondarydate secondarymark serieseditor shorttitle sponsor tertiarymark url versiontype volume | |||