Classification neural networks improvement using genetic algorithms

Hungarian Journal of Industrial Chemistry

Volumn 30, Issue 4, 2002, Pages 241-245

  Woinaroschy, A ^a   Plesu, V ^a   Woinaroschy, K ^a  

^a UNIVERSITY POLITEHNICA OF BUCHAREST   (Romania)

Author keywords

Classification; Genetic algorithms; Neural networks

Indexed keywords

BINARY CODES; DATA STRUCTURES; EXTRAPOLATION; GENETIC ALGORITHMS; INTERPOLATION; PROBABILITY DISTRIBUTIONS;

NEURONS;

MULTILAYER NEURAL NETWORKS;

EID: 0042971854     PISSN: 01330276     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. ALDRICH C. and VAN DEVENTER J. S. J.: Chem. Eng. Sci., 1994, 49(9), 1357-1368
2. ALDRICH C. and VAN DEVENTER J. S. J.: Ind. Eng. Chem. Res., 1995, 34(1), 216-224
3. rd ed., Springer Verlag, Berlin, 1996
4. HARP S. A., SAMAD T. and GUHA A.: Towards the Genetic Synthesis of Neural Networks in: Davies, L. (Ed.): Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York, 1991
5. MANIEZZO V.: IEE Trans. Neural Net., 1994, 5 (1), 39-53
6. GAO F., LI M., WANG F., WANG B. and YUE P. L.: Ind. Eng. Chem. Res., 1999, 38(11), 4330-4336
7. BOOZARJOMEHRY R. B. and SVRCEK W. Y.: Comput. Chem. Engng., 2001, 25(10), 1075-1088
8. HOUCK C. R., JOINES J. A. and KAY M. G.: NCSUIE, Technical Report, North Carolina State University, 95-09, 1995
9. BAUGHMAN D. R. and LIU Y. A.: Neural Networks in Bioprocessing and Chemical Engineering, Academic Press, San Diego, 1995
10. th World Congress of Chemical Engineering, San Diego, vol. I, 1011-1016, 1996
11. HAUPT R. L. and HAUPT S. E.: Practical Genetic Algorithms, Wiley, New York, 1998