Modelling and Optimization of Biotechnological Processes: Artificial Intelligence Approaches

by Lei Zhi Chen, Xiao Dong Chen, Sing Kiong Nguang

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 3642067921
• ISBN13: 9783642067921
• Release Date: November 2010
• Publisher: Springer
• Length: 123 Pages
• Weight: 0.43 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"