Application of genetic algorithm to self-organizing fuzzy controller in fed-batch culture of Scutellaria baicalensis G. plant cell

Korean Journal of Chemical Engineering

Volumn 15, Issue 4, 1998, Pages 404-410

  Choi, Jeong Woo ^c   Cho, Jin Man ^c   Lee, Jung Gun ^c   Lee, Won Hong ^c   Kim, Ik Hwan ^a   Park, Young Hoon ^b  

^a Korea University   (South Korea)

^b Korea Research Institute of Bioscience and Biotechnology (KRIBB)   (South Korea)

^c Sogang University   (South Korea)

Author keywords

Flavone Glycosides; Genetic Algorithm; Scutellaria baicalensis G.; Self Organizing Fuzzy Controller; Two Stage Culture

Indexed keywords

EID: 3142570985     PISSN: 02561115     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02697130     Document Type: Article

References (16)

1. Ahn, B. Z., Lee, Y. H., You, K. H. and Kim, S. Y., "Augmentation of the Cytotoxic Effects of Anticancer Drugs by (±)-ar-Tumerone and Extracts of the Lithosperma and Scutellaria Roots against Leukemia Cell Lines", Yakhak Hoeji, 35, 203 (1991).
2. Buitelaar, R. M. and Tramper, J. M., "Strategies to Improve the Production of Secondary Metabolites with Plant Cell Cultures", J. Biotechnol., 23, 111 (1992).
3. Choi, J. W., Park, J. K., Lee, K. S. and Lee, W. H., "Application of Genetic Algorithm to Fuzzy Rule Generation in Fed-Batch Culture of Thalictrum rugosum Plant Cell", Proceedings of the Asian Control Conference, 2, 305 (1994).
4. Choi, J. W., Choi, H. G., Oh, S. M., Lee, S. B., Lee, K. S. and Lee, W. H., "Fuzzy Control of Ethanol Concentration for Emulsan Production in a Fed-Batch Cultivation of Acinetobacter Calcoaceticus RAG-1", Korean J. Chem. Eng., 15, 310 (1998a).
5. Choi, J. W., Cho, J. M., Lee, J. G., Kim, I. H. and Park, Y. H., "A Structured Kinetic Model of Scutellaria baicalensis G. Plant Cell Cuture Process", Korean Journal of Biotechnology and Bioengineering, 13, 251 (1998b).
6. Dejong, K., "Learning with Genetic Algorithm", Machine Learning, 3, 121 (1988).
7. Hideo, T., Hisao, I., Ken, N. and Naohisa, Y., "Genetic Operations for Rule Selection in Fuzzy Classification Systems", Proc. of Fifth IFSA World Congress, 15 (1993).
8. Hwang, H. S. and Woo, K. B., "Automatic Fuzzy Rule Generation Utilizing Genetic Algorithms", J. of Fuzzy Logic and Intelligent Systems, 2, 40 (1989).
9. Lee, C. H., Jung, J. H. and Lee, I. B., "Scheduling of Multiproduct Batch Processes with Earliness and Trading Penalties Using Genetic Algorithm", HWAHAK-KONGHAK, 33, 734 (1995).
10. Matsubara, K., Kitani, S., Yoshioka, T., Morimoto, T. and Fujita, Y., "High Density Culture of Coptis japonica Cells Increases Berberine Production", J. Chem. Tech. Biotechnol., 46, 61 (1989).
11. Metzler, C. M., Elfring, G. L. and McWwen, A. J., "A Package of Computer Programs for Pharmacokinetic Modeling", Biometrics, 30, 562 (1974).
12. Postlethwaite, B. E., "A Fuzzy State Estimator for Fed-Batch Fermentation", Chem. Eng. Res. Des., 67, 267 (1987).
13. Prenosil, J. and Pedersen, H., "Immobilized Plant Cell Reactors", Enzyme Microb. Technol., 5, 323 (1983).
14. Seo, W. H., Choe, T. B. and Park, Y. H., "Identification and Production of Flavonoids in a Cell Suspension Culture of Scutellaria baicalensis G.", Plant Cell Reports, 12, 414 (1993).
15. Sugeno, M. and Nishida, M., "Fuzzy Control of Model Car.", Fuzzy Set and Systems, 16, 103 (1985).
16. Zadeh, L. A. and Lotfi, A., "Outline of a New Approach to the Analysis of Complex Systems and Decision Processes", IEEE Tr. on Systems, Man, and Cybernetics, SMC-3, 28 (1993).