Application of artificial intelligent tools to modeling of glucosamine preparation from exoskeleton of shrimp

Drug Development and Industrial Pharmacy

Volumn 35, Issue 4, 2009, Pages 396-407

  Valizadeh, Hadi ^a,b   Pourmahmood, Mohammad ^c,d   Mojarrad, Javid Shahbazi ^a,e   Nemati, Mahboob ^a,b   Zakeri Milani, Parvin ^a,f  

^a TABRIZ UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^b TABRIZ UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^c Zahravi Pharmaceutical Co   (Iran)

^d UNIVERSITY OF TABRIZ   (Iran)

^e TABRIZ UNIVERSITY OF MEDICAL SCIENCES   (Iran)

^f TABRIZ UNIVERSITY OF MEDICAL SCIENCES   (Iran)

Author keywords

Particle swarm optimization

Indexed keywords

CHITIN; GLUCOSAMINE;

ARTICLE; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; DRUG MANUFACTURE; GENETIC ALGORITHM; SHRIMP; ALGORITHM; ANIMAL; BIOLOGICAL MODEL; CHEMISTRY; COMPUTER SIMULATION; EXPERT SYSTEM; FORECASTING; PENAEIDAE; SOLUTION AND SOLUBILITY;

ALGORITHMS; ANIMALS; CHITIN; COMPUTER SIMULATION; EXPERT SYSTEMS; FORECASTING; GLUCOSAMINE; MODELS, BIOLOGICAL; NEURAL NETWORKS (COMPUTER); PENAEIDAE; SOLUTIONS;

EID: 65749099477     PISSN: 03639045     EISSN: 15205762     Source Type: Journal    
DOI: 10.1080/03639040802422088     Document Type: Article

References (24)

1. Eberhart, R., & Shi, Y. (1998). Comparison between genetic algorithms and particle swarm optimization. Proceedings of the 7th annual conference on evolutionary programming (pp. 611-618). Berlin: Springer.
2. Fausett, L. (1994). Fundamentals of neural networks. New Jersey: Prentice Hall.
3. Fletcher, R. (2000). Practical methods of optimization (2nd ed.). Chichester, NY: John Wiley & Sons.
4. Goldberg, D. (1989). Genetic algorithms in search, optimization and machine learning. Reading, MA: Addison-Wesley.
5. Hagan, M. T., Demuth, H. B., & Beale, M. H. (1996). Neural network design. Boston, MA: PWS Publishing.
6. Hauselman, H. J. (2001). Nutripharmaceuticals for osteoarthritis. Best Pract. Res. Clin. Rheumatol., 15, 595-607.
7. Holland, J. (1975). Adaptation in natural and artificial systems. Ann Arbor, MI: University of Michigan Press.
8. Kennedy, J. (1997). The particle swarm: Social adaptation of knowledge. Proceedings of the IEEE international conference on evolutionary computation (pp. 303-308). Indianapolis, IN: IEEE Press.
9. Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. Proceedings of IEEE international conference on neural networks (Vol. 4, 1942-1948). Perth, Australia: IEEE Press.
10. Mankin, H. J., Brandt, K. D., & Shulman, L. E. (1986). Workshop on etiopathogenesis of osteoarthritis: Proceedings and recommendations. J. Rheumatol., 13, 1130-1160.
11. Michalewicz, Z., & Fogel, D. (2000). How to solve it: Modern heuristics. Berlin: Springer Verlag.
12. Mojarrad, J. S., Nemati, M., Valizadeh, H., Ansarin, M., & Bourbour, S. (2007). Preparation of glucosamine from exoskeleton of shrimp and predicting production yield by response surface methodology. J. Agric. Food Chem., 55(6), 2246-2250.
13. Nelson, M. M., & Illingworth,W. T. (1991). A practical guide to neural nets. Reading, MA: Addison-Wesley.
14. Nemati, M., Valizadeh, H., Ansarin, M., & Ghaderi, F. (2007). Development of a simple and sensitive high-performance liquid chromatography method for determination of glucosamine in pharmaceutical formulations. J. AOAC Int., 90(2), 354-357.
15. No, H. K., Meyers, S. P., & Lee, K. S. (1989). Isolation and characterization of chitin from crawfish shell waste. J. Agric. Food Chem., 37(3), 575-579.
16. Percot, A., Viton, C., & Domard, A. (2003a). Characterization of shrimp shell deproteinization 19.
17. Biomacromolecules, 4(5), 1380-1385.
18. Percot, A., Viton, C., & Domard, A. (2003b). Optimization of chitin extraction from shrimp shells 22.
19. Biomacromolecules, 4(1), 12-18.
20. Randy, L. H., & Sue, E. H. (2004). Practical genetic algorithms (2nd ed.). New Jersey: John Wiley & Sons.
21. Rardin, R. L. (1998). Optimization in operations research. New Jersey, USA: Prentice Hall.
22. Shahidi, F., & Synowiecki, J. (1991). Isolation and characterization of nutrients and value-added products from snow crab (Chionoecetes opilio) and shrimp (Pandalus borealis) processing discards. J. Agric. Food Chem., 39(8), 1527-1532.
23. Shi, Y., & Eberhart, R. (1998). A modified particle swarm optimizer. Proceedings of IEEE international conference on evolutionary computation (pp. 69-73). Piscataway, NJ: IEEE Press.
24. Simpson, P. K. (1990). Artificial neural systems: Foundations, paradigms, applications, and implementations. New York: Pergamon Press.