Modelling and optimization of biotechnological processes : Artificial Intelligence Approaches
This book presents logical approaches to monitoring, modelling and optimization of fed-batch fermentation processes based on artificial intelligence methods, in particular, neural networks and genetic algorithms. Both computer simulation and experimental validation are demonstrated in this book. The...
保存先:
| 主要な著者: | , , |
|---|---|
| フォーマット: | Livre numérique |
| 言語: | Anglais |
| 出版事項: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| 版: | 1st ed. 2006. |
| シリーズ: | Studies in Computational Intelligence
15 |
| オンライン･アクセス: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 注記: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Modelling and optimization of biotechnological processes, artificial intelligence approaches, Lei Zhi Chen, Sing Kiong Nguang, Xiao Dong Chen, Berlin, Springer, 2006, 1 vol. (viii-123 p)., Studies in computational intelligence, 3-540-30634-X • Modelling and Optimization of Biotechnological Processes, Texte imprimé, 9783642067921 • Modelling and Optimization of Biotechnological Processes, Texte imprimé, 9783540818281 • Modelling and optimization of biotechnological processes, artificial intelligence approaches, Lei Zhi Chen, Sing Kiong Nguang, Xiao Dong Chen, Berlin, Springer, 2006, 1 vol. (viii-123 p)., Studies in computational intelligence, 3-540-30634-X |
目次:
- Optimization of Fed-batch Culture of Hybridoma Cells using Genetic Algorithms On-line Identification and Optimization of Feed Rate Profiles for Fed-batch Culture of Hybridoma Cells On-line Softsensor Development for Biomass Measurements using Dynamic Neural Networks Optimization of Fed-batch Fermentation Processes using Genetic Algorithms based on Cascade Dynamic Neural Network Models Experimental Validation of Cascade Recurrent Neural Network Models Designing and Implementing Optimal Control of Fed-batch Fermentation Processes Conclusions