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https://hdl.handle.net/1822/3852
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Campo DC | Valor | Idioma |
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dc.contributor.author | Rocha, Miguel | - |
dc.contributor.author | Neves, José | - |
dc.contributor.author | Rocha, I. | - |
dc.contributor.author | Ferreira, Eugénio C. | - |
dc.date.accessioned | 2006-01-09T17:44:55Z | - |
dc.date.available | 2006-01-09T17:44:55Z | - |
dc.date.issued | 2004 | - |
dc.identifier.citation | Lecture Notes in Computer Science, 3005, 84-93, 2004. (RAIDL, Günther [et al.], ed lit. – “Applications of evolutionary computing : proceedings of EvoWorkshops 2004, Coimbra, Portugal, 2004”. Berlin: Springer, 2004. ISBN 3-540-21378-3.) | eng |
dc.identifier.isbn | 3-540-21378-3 | por |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | https://hdl.handle.net/1822/3852 | - |
dc.description.abstract | In this work, Evolutionary Algorithms (EAs) are used to achieve optimal feedforward control in a recombinant bacterial fed-batch fermentation process, that aims at producing a bio-pharmaceutical product. Three diferent aspects are the target of the optimization procedure: the feeding trajectory (the amount of substrate introduced in a bioreactor per time unit), the duration of the fermentation and the initial conditions of the process. A novel EA with variable size chromosomes and using real-valued representations is proposed that is capable of simultaneously optimizing the aforementioned aspects. Outstanding productivity levels were achieved and the results are validated by practice. | eng |
dc.language.iso | eng | eng |
dc.publisher | Springer | eng |
dc.rights | openAccess | eng |
dc.subject | Bio-engineering processes | eng |
dc.subject | Fed-batch fermentation optimization | eng |
dc.subject | Variable size chromosomes | eng |
dc.subject | Real-valued representations | eng |
dc.title | Evolutionary algorithms for optimal control in fed-batch fermentation processes | eng |
dc.type | bookPart | eng |
dc.peerreviewed | yes | eng |
dc.relation.publisherversion | http://dx.doi.org/10.1007/978-3-540-24653-4_9 | - |
oaire.citationStartPage | 84 | por |
oaire.citationEndPage | 93 | por |
oaire.citationVolume | 3005 | por |
dc.identifier.doi | 10.1007/978-3-540-24653-4_9 | - |
dc.subject.wos | Science & Technology | por |
sdum.journal | Lecture Notes in Computer Science | por |
sdum.conferencePublication | APPLICATIONS OF EVOLUTIONARY COMPUTING | por |
Aparece nas coleções: | DI/CCTC - Artigos (papers) |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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evoBio2004-gafed.pdf | 359,34 kB | Adobe PDF | Ver/Abrir |