Genetic algorithms and artificial neural networks for description of thermal deterioration processes

Drying Technology

Volumn 14, Issue 9, 1996, Pages 2117-2133

  Kaminski W ^a   Strumillo P ^b   Tomczak, E ^a  

^a Fac of Proc Environ Engineering

^b LODZ UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Drying; Genetic algorithms; Neural networks; Thermal degradation; Vitamin C

Indexed keywords

DETERIORATION; GENETIC ALGORITHMS; HEAT TREATMENT; NEURAL NETWORKS; PYROLYSIS; VITAMINS;

ARTIFICIAL NEURAL NETWORK; THERMAL DETERIORATION; VITAMIN C;

DRYING;

EID: 0030269702     PISSN: 07373937     EISSN: None     Source Type: Journal    
DOI: 10.1080/07373939608917198     Document Type: Article

References (8)

1. Adamiec J., Kamiński W., Markowski A.M., and Strumiło C., 1995, Drying of Biotechnological Products, Handbook of Industrial Drying, Mujumdar A.S., (ed), Marcel Dekker, vol. 2, pp. 775-808.
2. Davis L., 1991, Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York.
3. Fogel D.B., 1994, An Introduction to Simulated Evolutionary Optimization, IEEE Transactions on Neural Networks, vol. 5, 1, pp. 3-14.
4. Hertz J., Krogh A., Palmer R. G., 1991, Introduction to the Theory of Neural Computation, Addison-Wesley.
5. Kamiński W., Strumiłło C., 1992, Optimal Control of Bioproduct Drying with Respect to Product Quality, Chemical Engineering and Processing, 31, pp. 125-129.
6. Kamiński W., Tomczak E., 1995, Comparison of Vitamin C Degradation Kinetics in Model and Real Products, Proceedings XV Conference of Chemical and Process Engineering, (in Polish), pp. 128-131.
7. Narenda K.S., Parthasarathy K., 1990, Identification and Control of Dynamical Systems Using Neural Networks, IEEE Transactions on Neural Networks, vol. 1, no. 1, pp. 4-27.
8. Strumiłło C., Kamiński W., Zbiciński I., 1995, Some Aspects of the Drying of Protein Products, The Chemical Engineering Journal, 58, pp. 197-204.