Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/5385
Título: | A comparison of algorithms for the optimization of fermentation processes |
Autor(es): | Mendes, Rui Rocha, I. Ferreira, Eugénio C. Rocha, Miguel |
Palavras-chave: | Evolutionary computing Fermentation processes Particle swarm optimization Differential Evolution |
Data: | 2006 |
Editora: | IEEE |
Citação: | IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, Vancouver, Canada, 2006 – “IEEE Congress on Evolutionary Computation”. [S.l. : IEEE Press, 2006]. ISBN 0-7803-9487-9. p. 7371-7378. |
Resumo(s): | The optimization of biotechnological processes is a complex problem that has been intensively studied in the past few years due to the economic impact of the products obtained from fermentations. In fed-batch processes, the goal is to find the optimal feeding trajectory that maximizes the final productivity. Several methods, including Evolutionary Algorithms (EAs) have been applied to this task in a number of different fermentation processes. This paper performs an experimental comparison between Particle Swarm Optimization, Differential Evolution and a real-valued EA in three distinct case studies, taken from previous work by the authors and literature, all considering the optimization of fed-batch fermentation processes. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/5385 |
ISBN: | 0-7803-9487-9 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | CEB - Artigos em Livros de Atas / Papers in Proceedings DI/CCTC - Artigos (papers) |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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ieeE_Evolutionary_Computation-Vancouver-1060.pdf | paper | 231,1 kB | Adobe PDF | Ver/Abrir |