Consider genetic programming for process identification

Hydrocarbon Processing

Volumn 78, Issue 7 K, 1999, Pages 89-97

  Kulkarni, B D ^a   Tambe, S S ^a   Dahule, R K ^a   Yadavalli, V K ^a  

^a NATIONAL CHEMICAL LABORATORY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0001796603     PISSN: 00188190     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Article

References (13)

1. Nahas, E., M. Henson and D. Seborg, "Nonlinear internal model control strategy for network models," Computers Chem. Eng., 16, pp. 1039-1057, 1992.
2. Hunt, K., D. Sbarbaro, R. Zbikowski and P. Gawthrop, "Neural networks for control systems - a survey," Automatica 28, pp.1083-1112, 1992.
3. Ramasamy, S., P. B. Deshpande, G. E. Paxton and R. P. Hajare, "Consider neural networks for process identification," Hydrocarbon Processing, pp. 59-62, June 1995.
4. Tambe, S. S., B. D. Kulkarni and P. B. Deshpande, "Elements of artificial neural networks with selected applications in chemical engineering, and chemical and biological sciences," Simulation and Advanced Controls, Inc., Louisville, Kentucky, 1996.
5. Koza, J. R., Genetic Programming II, MIT Press, Cambridge, Massachusetts, 1994.
6. Goldberg, D. E., Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, Reading, Massachusetts, 1989.
7. Holland, J. H., Adaptation in Natural and Artificial Systems, University of Michigan Press, Ann Arbor, 1992.
8. Manolas, D. A., C. A. Frangopoulos, T. P. Gialasmas and D. T. Tsahalis, "Operational optimization of an industrial cogeneration system by a genetic algorithm," Energy Confers. Mgmt., 38(15-17), pp. 1625-1636, 1997.
9. Schmit, T. S., A. K. Dhingra, F. Landis and G. Kojasoy, "A genetic algorithm optimization technique for compact high intensity cooler design," J. Enhanced Heat Trans., 3(4), pp. 281-290, 1996.
10. Szpiro, G. G., "Forecasting chaotic time series with genetic algorithms," Phys. Rev. E, 55(3), pp. 2557-2568, 1997.
11. McKay, B., M. Willis and G. W. Barton, "Steady-state modelling of chemical process systems using genetic programming," Computers Chem. Eng., 21 (9), pp. 981-996, 1997.
12. Kulkarni, B. D., S. S. Tambe, N. V. Shukla and P. B. Deshpande, "Nonlinear pH control," Chem. Eng. Sci., 46(4), pp.995-100, 1991.
13. Goodwin, G. C., and K. S. Sin, Adaptive filtering prediction and control, Prentice Hall, Englewood Cliffs, New Jersey, 1984.