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1. Identificação
Tipo de ReferênciaArtigo em Revista Científica (Journal Article)
Sitemtc-m21c.sid.inpe.br
Código do Detentorisadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S
Identificador8JMKD3MGP3W34R/3TLF54L
Repositóriosid.inpe.br/mtc-m21c/2019/07.15.14.54   (acesso restrito)
Última Atualização2019:07.15.14.54.31 (UTC) simone
Repositório de Metadadossid.inpe.br/mtc-m21c/2019/07.15.14.54.31
Última Atualização dos Metadados2020:01.06.11.42.16 (UTC) administrator
DOI10.1016/j.infsof.2019.06.012
ISSN0950-5849
Chave de CitaçãoBaleraSant:2019:SyMaAd
TítuloA systematic mapping addressing Hyper-Heuristics within Search-based Software Testing
Ano2019
MêsOct.
Data de Acesso08 maio 2024
Tipo de Trabalhojournal article
Tipo SecundárioPRE PI
Número de Arquivos1
Tamanho929 KiB
2. Contextualização
Autor1 Balera, Juliana Marino
2 Santiago Júnior, Valdivino Alexandre
Grupo1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR
2 LABAC-COCTE-INPE-MCTIC-GOV-BR
Afiliação1 Instituto Nacional de Pesquisas Espaciais (INPE)
2 Instituto Nacional de Pesquisas Espaciais (INPE)
Endereço de e-Mail do Autor1 juliana.balera@inpe.br
2 valdivino.santiago@inpe.br
RevistaInformation and Software Technology
Volume114
Páginas176-189
Nota SecundáriaA2_MEDICINA_I A2_CIÊNCIA_DA_COMPUTAÇÃO B1_INTERDISCIPLINAR B2_SOCIOLOGIA
Histórico (UTC)2019-07-15 14:54:42 :: simone -> administrator :: 2019
2020-01-06 11:42:16 :: administrator -> simone :: 2019
3. Conteúdo e estrutura
É a matriz ou uma cópia?é a matriz
Estágio do Conteúdoconcluido
Transferível1
Tipo do ConteúdoExternal Contribution
Tipo de Versãopublisher
Palavras-ChaveEvolutionary Algorithms
Genetic Algorithms
Hyper-heuristics
Meta-heuristics
Search-based Software Testing
Systematic Mapping
ResumoContext: Search-based Software Testing (SBST) is a research field where testing a software product is formulated as an optimization problem. It is an active sub-area of Search-based Software Engineering (SBSE) where many studies have been published and some reviews have been carried out. The majority of studies in SBST has been adopted meta-heuristics while hyper-heuristics have a long way to go. Moreover, there is still a lack of studies to perceive the state-of-the-art of the use of hyper-heuristics within SBST. Objective: The objective of this work is to investigate the adoption of hyper-heuristics for Software Testing highlighting the current efforts and identifying new research directions. Method: A Systematic mapping study was carried out with 5 research questions considering papers published up to may/2019, and 4 different bases. The research questions aims to find out, among other things, what are the hyper-heuristics used in the context of Software Testing, for what problems hyper-heuristics have been applied, and what are the objective functions in the scope of Software Testing. Results: A total of 734 studies were found via the search strings and 164 articles were related to Software Testing. However, from these, only 26 papers were actually in accordance with the scope of this research and 3 more papers were considered due to snowballing or expert's suggestion, totalizing 29 selected papers. Few different problems and application domains where hyper-heuristics have been considered were identified. Conclusion: Differently from other communities (Operational Research, Artificial Intelligence), SBST has little explored the benefits of hyper-heuristics which include generalization and less difficulty in parameterization. Hence, it is important to further investigate this area in order to alleviate the effort of practitioners to use such an approach in their testing activities.
ÁreaCOMP
Arranjo 1urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > A systematic mapping...
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4. Condições de acesso e uso
Idiomaen
Arquivo Alvobalera_systematic.pdf
Grupo de Usuáriossimone
Grupo de Leitoresadministrator
simone
Visibilidadeshown
Permissão de Leituradeny from all and allow from 150.163
Permissão de Atualizaçãonão transferida
5. Fontes relacionadas
Unidades Imediatamente Superiores8JMKD3MGPCW/3ESGTTP
8JMKD3MGPCW/3F2PHGS
Lista de Itens Citandosid.inpe.br/bibdigital/2013/09.22.23.14 2
Acervo Hospedeirourlib.net/www/2017/11.22.19.04
6. Notas
Campos Vaziosalternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes number orcid parameterlist parentrepositories previousedition previouslowerunit progress project resumeid rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url
7. Controle da descrição
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