Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/26419
Título: | Evolutionary robustness analysis for multi-objective optimization : benchmark problems |
Autor(es): | Gaspar-Cunha, A. Ferreira, José C. Recio, Gustavo |
Palavras-chave: | Robustness Multi-objective optimization Test problems Multidisciplinary |
Data: | 2014 |
Editora: | Springer |
Revista: | Structural and Multidisciplinary Optimization |
Resumo(s): | This paper presents a new approach to robustness analysis in multi-objective optimization problems aimed at obtaining the most robust Pareto front solutions and distributing the solutions along the most robust regions of the optimal Pareto set. A new set of test problems accounting for the different types of robustness cases is presented in this study. Non-dominated solutions are classified according to their degree of robustness and are distributed along the Pareto front according to specific algorithm parameter values. Verification of the proposed method is carried out using the developed test problems and artificial and real world benchmark test problems present in the literature. |
Tipo: | Artigo |
Descrição: | Published online: 26 October 2013 |
URI: | https://hdl.handle.net/1822/26419 |
DOI: | 10.1007/s00158-013-1010-x |
ISSN: | 1615-1488 1615-147X |
Versão da editora: | http://link.springer.com/article/10.1007%2Fs00158-013-1010-x |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: | IPC - Artigos em revistas científicas internacionais com arbitragem |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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on-line_robustez.pdf Acesso restrito! | 2,2 MB | Adobe PDF | Ver/Abrir |