1. Identificação | |
Tipo de Referência | Artigo em Revista Científica (Journal Article) |
Site | mtc-m21c.sid.inpe.br |
Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identificador | 8JMKD3MGP3W34R/3TLF54L |
Repositório | sid.inpe.br/mtc-m21c/2019/07.15.14.54 (acesso restrito) |
Última Atualização | 2019:07.15.14.54.31 (UTC) simone |
Repositório de Metadados | sid.inpe.br/mtc-m21c/2019/07.15.14.54.31 |
Última Atualização dos Metadados | 2020:01.06.11.42.16 (UTC) administrator |
DOI | 10.1016/j.infsof.2019.06.012 |
ISSN | 0950-5849 |
Chave de Citação | BaleraSant:2019:SyMaAd |
Título | A systematic mapping addressing Hyper-Heuristics within Search-based Software Testing |
Ano | 2019 |
Mês | Oct. |
Data de Acesso | 08 maio 2024 |
Tipo de Trabalho | journal article |
Tipo Secundário | PRE PI |
Número de Arquivos | 1 |
Tamanho | 929 KiB |
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2. Contextualização | |
Autor | 1 Balera, Juliana Marino 2 Santiago Júnior, Valdivino Alexandre |
Grupo | 1 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 2 LABAC-COCTE-INPE-MCTIC-GOV-BR |
Afiliação | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
Endereço de e-Mail do Autor | 1 juliana.balera@inpe.br 2 valdivino.santiago@inpe.br |
Revista | Information and Software Technology |
Volume | 114 |
Páginas | 176-189 |
Nota Secundária | A2_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 |
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3. Conteúdo e estrutura | |
É a matriz ou uma cópia? | é a matriz |
Estágio do Conteúdo | concluido |
Transferível | 1 |
Tipo do Conteúdo | External Contribution |
Tipo de Versão | publisher |
Palavras-Chave | Evolutionary Algorithms Genetic Algorithms Hyper-heuristics Meta-heuristics Search-based Software Testing Systematic Mapping |
Resumo | Context: 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. |
Área | COMP |
Arranjo 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > A systematic mapping... |
Arranjo 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > A systematic mapping... |
Conteúdo da Pasta doc | acessar |
Conteúdo da Pasta source | não têm arquivos |
Conteúdo da Pasta agreement | |
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4. Condições de acesso e uso | |
Idioma | en |
Arquivo Alvo | balera_systematic.pdf |
Grupo de Usuários | simone |
Grupo de Leitores | administrator simone |
Visibilidade | shown |
Permissão de Leitura | deny from all and allow from 150.163 |
Permissão de Atualização | não transferida |
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5. Fontes relacionadas | |
Unidades Imediatamente Superiores | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/3F2PHGS |
Lista de Itens Citando | sid.inpe.br/bibdigital/2013/09.22.23.14 2 |
Acervo Hospedeiro | urlib.net/www/2017/11.22.19.04 |
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6. Notas | |
Campos Vazios | alternatejournal 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 |
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7. Controle da descrição | |
e-Mail (login) | simone |
atualizar | |
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