| 1. Identificação | |
| Tipo de Referência | Capítulo de Livro (Book Section) |
| Site | plutao.sid.inpe.br |
| Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identificador | 8JMKD3MGP3W/474P4BA |
| Repositório | sid.inpe.br/plutao/2022/06.15.13.10.47 (acesso restrito) |
| Última Atualização | 2022:07.05.14.05.16 (UTC) simone |
| Repositório de Metadados | sid.inpe.br/plutao/2022/06.15.13.10.48 |
| Última Atualização dos Metadados | 2023:01.03.16.52.56 (UTC) administrator |
| DOI | 10.1007/978-981-19-0332-8_10 |
| ISBN | 9789811903 |
| Rótulo | lattes: 5039690360728170 1 SantiagoJúniorSale:2022:MeHyBa |
| Chave de Citação | SantiagoJúniorSale:2022:MeHyBa |
| Título | Metaheuristics and Hyper-heuristics Based on Evolutionary Algorithms for Software Integration Testing  |
| Ano | 2022 |
| Data de Acesso | 29 jun. 2024 |
| Tipo Secundário | PRE LI |
| Número de Arquivos | 1 |
| Tamanho | 334 KiB |
| 2. Contextualização | |
| Autor | 1 Santiago Júnior, Valdivino Alexandre de 2 Sales, Camila Pereira |
| Identificador de Curriculo | 1 8JMKD3MGP5W/3C9JJB5 |
| Grupo | 1 COPDT-CGIP-INPE-MCTI-GOV-BR 2 CAP-COMP-DIPGR-INPE-MCTI-GOV-BR |
| Afiliação | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Endereço de e-Mail do Autor | 1 valdivino.santiago@inpe.br 2 camilapsales27@gmail.com |
| Editor | Uddin, M. S. Jamwal, P. K. Bansal, J. C. |
| Título do Livro | Proceedings of International Joint Conference on Advances in Computational Intelligence |
| Editora (Publisher) | Springer Nature Singapore |
| Cidade | Singapore |
| Volume | 1 |
| Páginas | 131-151 |
| Histórico (UTC) | 2022-06-20 16:58:03 :: lattes -> administrator :: 2022 2022-07-08 16:52:55 :: administrator -> simone :: 2022 2022-07-09 19:58:59 :: simone -> administrator :: 2022 2023-01-03 16:52:56 :: administrator -> simone :: 2022 |
| 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 | Metaheuristics Hyper-heuristics Software Integration Testing Controlled Experiment Optimisation |
| Resumo | Hyper-heuristics have been identified as optimisation algorithms that would have better generalisation capabilities than metaheuristics. In this article, we present a controlled experiment that evaluates four metaheuristics (evolutionary algorithms), two multi-objective (SPEA2, IBEA) and two many-objective (NSGA-III, MOMBI-II), and three selection hyper-heuristics (HRISE_R, HRISE_M, Choice Function) for the software integration testing problem. We relied on and improved our previous method which aims at generating integration test cases based on C++ source code and optimisation algorithms. Considering three different quality indicators and two types of evaluations (cross-domain and statistical analyses), results demonstrate that, for the algorithms and case studies considered in this research, classical metaheuristics, such as SPEA2 and IBEA, performed better compared to not only the most recent many-objective algorithms but also to the hyper-heuristics. This conclusion, based on empirical evidences, seems to be related to the well-known no free lunch theorems which assert that any two algorithms are equivalent when their performances are averaged across all possible problems. Hence, we claim that it is needed to carry out more rigorous experiments, in the context of optimisation, to better answer the question of generalisation in practical terms. |
| Área | COMP |
| Arranjo 1 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Metaheuristics and Hyper-heuristics Based... |
| Arranjo 2 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGIP > Metaheuristics and Hyper-heuristics Based... |
| Conteúdo da Pasta doc | acessar |
| Conteúdo da Pasta source | não têm arquivos |
| Conteúdo da Pasta agreement | não têm arquivos |
| 4. Condições de acesso e uso | |
| Idioma | en |
| Arquivo Alvo | Paper 1_Metaheuristics_Oficial.pdf |
| Grupo de Usuários | lattes self-uploading-INPE-MCTI-GOV-BR |
| Visibilidade | shown |
| Permissão de Leitura | deny from all and allow from 150.163 |
| 5. Fontes relacionadas | |
| Unidades Imediatamente Superiores | 8JMKD3MGPCW/3F2PHGS 8JMKD3MGPCW/46KUES5 |
| Acervo Hospedeiro | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notas | |
| Campos Vazios | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination documentstage e-mailaddress edition format issn lineage mark mirrorrepository nextedition notes numberofvolumes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup rightsholder schedulinginformation secondarydate secondarykey secondarymark serieseditor seriestitle session shorttitle sponsor subject tertiarymark tertiarytype translator url |
| 7. Controle da descrição | |
| e-Mail (login) | simone |
| atualizar | |