Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/9672| Título: | A modified electromagnetism-like algorithm based on a pattern search method |
| Autor(es): | Rocha, Ana Maria A. C. Fernandes, Edite Manuela da G. P. |
| Palavras-chave: | Global optimization Electromagnetism-like algorithm Pattern search method |
| Data: | 2009 |
| Editora: | Springer Verlag |
| Revista: | Lecture Notes in Electrical Engineering |
| Citação: | MASTORAKIS, Nikos ; MLADENOV, Valeri ; KONTARGYRI, Vassiliki, T., ed. lit. – “European Computing Conference : proceedings”. [S.l.] : Springer, 2009. ISBN 978-0-387-84818-1. vol. 2, pt.9, cap. 12, p. 1035-1042. |
| Resumo(s): | The Electromagnetism-like (EM) algorithm, developed by Birbil and Fang [2] is a population-based stochastic global optimization algorithm that uses an attraction-repulsion mechanism to move sample points towards optimality. A typical EM algorithm for solving continuous bound constrained optimization problems performs a local search in order to gather information for a point, in the population. Here, we propose a new local search procedure based on the original pattern search method of Hooke and Jeeves, which is simple to implement and does not require any derivative information. The proposed method is applied to different test problems from the literature and compared with the original EM algorithm. |
| Tipo: | Artigo em ata de conferência |
| URI: | https://hdl.handle.net/1822/9672 |
| ISBN: | 978-0-387-84818-1 |
| DOI: | 10.1007/978-0-387-85437-3_15 |
| ISSN: | 1876-1100 |
| Arbitragem científica: | yes |
| Acesso: | Acesso aberto |
| Aparece nas coleções: | LES/ALG - Textos completos em actas de encontros científicos internacionais com arbitragem |
Ficheiros deste registo:
| Ficheiro | Descrição | Tamanho | Formato | |
|---|---|---|---|---|
| AMR_LNEE_2009.pdf | 283,76 kB | Adobe PDF | Ver/Abrir |
