Artificial neural network-genetic algorithm approach to optimize media constituents for enhancing lipase production by a soil microorganism

Applied Biochemistry and Biotechnology

Volumn 144, Issue 3, 2008, Pages 225-235

  Haider, M A ^a   Pakshirajan, K ^a   Singh, A ^a   Chaudhry, S ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

Author keywords

Artificial neural networks; Genetic algorithms; Lipase production; Optimization; Response surface methodology; Soil microorganism

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; BIOELECTRIC PHENOMENA; GENETIC ALGORITHMS; IMAGE CLASSIFICATION; OPTIMIZATION; SOILS;

ANN MODELING; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; COEFFICIENT OF DETERMINATION; GENETIC ALGORITHM (GA); LIPASE PRODUCTION; LIPOLYTIC; RESPONSE SURFACE METHODOLOGY; SOIL MICRO ORGANISMS; SOIL MICROORGANISM;

NEURAL NETWORKS;

TRIACYLGLYCEROL LIPASE;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOPROCESS; CONTROLLED STUDY; ENZYME ACTIVITY; ENZYME SYNTHESIS; GENETIC ALGORITHM; METHODOLOGY; NONHUMAN; SOIL MICROFLORA; ALGORITHM; BIOLOGICAL MODEL; BIOSYNTHESIS; CHEMISTRY; CULTURE MEDIUM; MICROBIOLOGY; MOLECULAR EVOLUTION;

ALGORITHMS; CULTURE MEDIA; EVOLUTION, MOLECULAR; LIPASE; MODELS, BIOLOGICAL; NEURAL NETWORKS (COMPUTER); SOIL MICROBIOLOGY;

EID: 46049093246     PISSN: 02732289     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12010-007-8017-y     Document Type: Article

References (15)

1. R. Kaushik S. Saran J. Isar R. K. Saxena 2006 Journal of Molecular Catalysis B 40 121 126
2. Y. Nagata K. H. Chu 2003 Biotechnology Letters 25 1836 1842
3. L. Valdez-Castro I. S. Baruch J. Barrera-Cortes 2003 Bioprocess and Biosystems Engineering 25 229 233
4. Baughman, D. R., & Liu, Y. A. (1995). in: Neural Networks in Bioprocessing and Chemical Engineering. San Diego: Academic.
5. A. T. C. Goh 1995 Artificial Intelligence in Engineering 9 143 151
6. K. Hornik M. Stinchcombe H. White 1989 Neural Networks 2 359 366
7. T. Poggio F. Girosi 1990 Proceedings of IEEE 78 9 1481 1497
8. H. R. Maier G. C. Dandy 1998 Environmental Modelling & Software 13 193 209
9. Deb, K. (1995). Optimization for Engineering Design: Algorithms and Examples, Prentice Hall of India Private Limited.
10. L. Z. Chen S. K. Nguang X. D. Chen X. M. Li 2004 Biochemical Engineering Journal 22 51 61
11. Haider, M. A., & Pakshirajan, K. Applied Biochemistry and Biotechnology, 141, (in press)
12. S. R. Prabagaran K. Pakshirajan T. Swaminathan S. Jayachandran 2004 Chemical and Biochemical Engineering Quarterly 18 183 187
13. D. Weuster-Botz C. Wandrey 1995 Process Biochemistry 30 563 571
14. P. M. Bapat P. P. Wangikar 2004 Biotechnology and Bioengineering 86 201 208
15. B. S. Lakshmi P. Kangueane B. Abraham G. Pennathur 1999 Letters in Applied Microbiology 29 66 70