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1. Identity statement
Reference TypeJournal Article
Sitemtc-m21c.sid.inpe.br
Holder Codeisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identifier8JMKD3MGP3W34R/3UN8KLE
Repositorysid.inpe.br/mtc-m21c/2020/01.08.12.38   (restricted access)
Last Update2020:01.08.12.38.36 (UTC) simone
Metadata Repositorysid.inpe.br/mtc-m21c/2020/01.08.12.38.36
Metadata Last Update2020:01.08.16.23.24 (UTC) administrator
DOI10.17268/sel.mat.2019.02.03
ISSN2411-1783
Citation KeyHernándezTorresCampLuz:2019:EnMuCo
TitleEnhancement of the multi-particle collision algorithm by mechanisms derived from the opposition-based optimization
Year2019
Access Date2024, May 17
Type of Workjournal article
Secondary TypePRE PI
Number of Files1
Size801 KiB
2. Context
Author1 Hernández Torres, Reynier
2 Campos Velho, Haroldo Fraga de
3 Luz, Eduardo F. P. da
Resume Identifier1
2 8JMKD3MGP5W/3C9JHC3
ORCID1 0000-0003-1554-5145
2 0000-0003-4968-5330
3 0000-0003-2081-1831
Group1 LABAC-COCTE-INPE-MCTIC-GOV-BR
2 LABAC-COCTE-INPE-MCTIC-GOV-BR
Affiliation1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
3 Centro Nacional de Monitoramento e Alertas de Desastres Naturais (CEMADEN)
Author e-Mail Address1 reynier.torres@inpe.br
2 haroldo.camposvelho@inpe.br
3 eduardo.luz@cemaden.gov.br
JournalSelecciones Matemáticas
Volume6
Number2
Pages156-177
History (UTC)2020-01-08 12:39:10 :: simone -> administrator :: 2019
2020-01-08 16:23:24 :: administrator -> simone :: 2019
3. Content and structure
Is the master or a copy?is the master
Content Stagecompleted
Transferable1
Content TypeExternal Contribution
Version Typepublisher
KeywordsStochastic algorithm
Metaheuristic
Opposition-Based Learning
Reflection-Based Learning
Multi-Particle Collision Algorithm
Algoritmo estocastico
Metaheur ´ ´ı

stica
Aprendizaje basado en oposicion
Aprendizaje basado en refle- ´ xion
Algoritmo de Colisi ´ on de M ´ ultiples part ´ ´ı

culas
AbstractNew versions of the metaheuristic Multi-Particle Collision Algorithm (MPCA) are presented. In order to provide more effective candidate solutions for an optimization problem, the concept of opposition and reflection is introduced to improve the capacity to find a solution in the search space. Four different strategies to compute the reflected and opposite points are implemented. The performance of all implementations is evaluated over thirty objective functions with different complexities, using serial and parallel versions of the algorithms. RESUMEN: En este trabajo se presentan nuevas versiones de la metaheur´ıstica Algoritmo de Colision de M ´ ultiples Part ´ ´ıculas (MPCA). Para proporcionar soluciones candidatas mas efectivas para un problema de optimizaci ´ on, se introduce ´ el concepto de oposicion y reflexi ´ on, con el objetivo de mejorar la capacidad de encontrar una soluci ´ on en el ´ espacio de busqueda. Se implementan cuatro estrategias diferentes para calcular los puntos reflejados y opues- ´ tos. El rendimiento de todas las implementaciones se evalua en m ´ as de treinta funciones objetivo con diferentes ´ complejidades, utilizando versiones en serie y paralelas de los algoritmos.
AreaCOMP
Arrangementurlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > Enhancement of the...
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source Directory Contentthere are no files
agreement Directory Content
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4. Conditions of access and use
Languageen
Target Filehernandes enhancement.pdf
User Groupsimone
Reader Groupadministrator
simone
Visibilityshown
Read Permissiondeny from all and allow from 150.163
Update Permissionnot transferred
5. Allied materials
Mirror Repositoryurlib.net/www/2017/11.22.19.04.03
Next Higher Units8JMKD3MGPCW/3ESGTTP
Citing Item Listsid.inpe.br/mtc-m21/2012/07.13.14.49.40 2
sid.inpe.br/bibdigital/2013/09.22.23.14 2
DisseminationPORTALCAPES
Host Collectionurlib.net/www/2017/11.22.19.04
6. Notes
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