Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/27237| Título: | Multilocal programming and applications |
| Autor(es): | Pereira, A. I. Ferreira, O. Pinho, S. P. Fernandes, Edite Manuela da G. P. |
| Palavras-chave: | Multilocal programming Stochastic method Deterministic method Penalty techniques Engineering process design |
| Data: | 2013 |
| Editora: | Springer Verlag |
| Revista: | Intelligent Systems Reference Library |
| Resumo(s): | Multilocal programming aims to identify all local minimizers of unconstrained or constrained nonlinear optimization problems. The multilocal programming theory relies on global optimization strategies combined with simple ideas that are inspired in deflection or stretching techniques to avoid convergence to the already detected local minimizers. The most used methods to solve this type of problems are based on stochastic procedures and a population of solutions. In general, population-based methods are computationally expensive but rather reliable in identifying all local solutions. In this chapter, a review on recent techniques for multilocal programming is presented. Some real-world multilocal programming problems based on chemical engineering process design applications are described. |
| Tipo: | Capítulo de livro |
| Descrição: | Preprint version |
| URI: | https://hdl.handle.net/1822/27237 |
| ISBN: | 978-3-642-30503-0 978-3-642-30504-7 |
| DOI: | 10.1007/978-3-642-30504-7_7 |
| ISSN: | 1868-4394 |
| Versão da editora: | http://link.springer.com |
| Arbitragem científica: | yes |
| Acesso: | Acesso aberto |
| Aparece nas coleções: |
Ficheiros deste registo:
| Ficheiro | Descrição | Tamanho | Formato | |
|---|---|---|---|---|
| MPP_HO_apereira.pdf | Preprint version | 1,45 MB | Adobe PDF | Ver/Abrir |
