Hybrid model development for fed-batch bioprocesses; combining physical equations with the metabolic network and black-box kinetics ∗
暂无分享,去创建一个
Henk B. Verbruggen | M. Setnes | R. Babuska | Johannes Andries Roubos | Preben Krabben | J. A. Roubos | Robert Babuška | M. Setnes | H. Verbruggen | J. J. Heijnen | Preben Krabben
[1] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[2] Robert Babuska,et al. Fuzzy Modeling for Control , 1998 .
[3] Michio Sugeno,et al. Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.
[4] L Yang,et al. Incorporating qualitative knowledge in enzyme kinetic models using fuzzy logic. , 1999, Biotechnology and bioengineering.
[5] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[6] John Yen,et al. A hybrid approach to modeling metabolic systems using a genetic algorithm and simplex method , 1998, IEEE Trans. Syst. Man Cybern. Part B.
[7] Rimvydas Simutis,et al. Bioprocess optimization and control: Application of hybrid modelling , 1994 .
[8] G. Froment,et al. A hybrid genetic algorithm for the estimation of parameters in detailed kinetic models , 1998 .
[9] Magne Setnes,et al. GA-fuzzy modeling and classification: complexity and performance , 2000, IEEE Trans. Fuzzy Syst..
[10] G. Stephanopoulos,et al. Metabolic Engineering: Principles And Methodologies , 1998 .
[11] H.A.B. te Braake,et al. Semi-Mechanistic Modeling And Its Application To Biochemical Processes , 1999 .
[12] Zbigniew Michalewicz,et al. Genetic Algorithms + Data Structures = Evolution Programs , 1992, Artificial Intelligence.
[13] Lyle H. Ungar,et al. A hybrid neural network‐first principles approach to process modeling , 1992 .
[14] M. Setnes,et al. Transparent fuzzy modeling using fuzzy clustering and GAs , 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).
[15] Mark A. Kramer,et al. Modeling chemical processes using prior knowledge and neural networks , 1994 .
[16] W. Fred Ramirez,et al. Optimization of Fed‐Batch Bioreactors Using Neural Network Parameter Function Models , 1996 .
[17] H.A.B. te Braake. Neural Control of Biotechnological Processes , 1997 .