Modelling and Optimization of Biotechnological Processes
Artificial Intelligence Approaches
Mostindustrialbiotechnologicalprocessesareoperatedempirically.Oneofthe major di?culties of applying advanced control theories is the highly nonlinear nature of the processes. This book examines approaches based on arti?cial intelligencemethods,inparticular,geneticalgorithmsandneuralnetworks,for monitoring, modelling and optimization of fed-batch fermentation processes. The main aim of a process control is to maximize the ?nal product with minimum development and production costs. This book is interdisciplinary in nature, combining topics from biotechn- ogy, arti?cial intelligence, system identi?cation, process monitoring, process modelling an…
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Produktdetails
Weitere Autoren: Nguang, Sing Kiong / Chen, Xiao Dong
- ISBN: 978-3-540-32493-5
- EAN: 9783540324935
- Produktnummer: 33398322
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2007
- Seitenangabe: 123 S.
- Plattform: PDF
- Masse: 6'235 KB
- Auflage: 2006
- Abbildungen: 11 schwarz-weiße Tabellen, Bibliographie
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