Dominant parameter selection in the marginally identifiable case

Mathematics and Computers in Simulation

Volumn 65, Issue 1-2, 2004, Pages 127-136

  Ioslovich, Ilya ^a   Gutman, Per Olof ^a   Seginer, Ido ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Crop growth models; Fisher matrix; Model calibration; System identification

Indexed keywords

AGRICULTURE; CALIBRATION; CORRELATION METHODS; CROPS; IDENTIFICATION (CONTROL SYSTEMS); MATRIX ALGEBRA; OPTIMIZATION; REGRESSION ANALYSIS;

CROP GROWTH MODELS; FISHER MATRIX; MODEL CALIBRATION;

MATHEMATICAL MODELS;

EID: 1842583434     PISSN: 03784754     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.matcom.2003.09.012     Document Type: Conference Paper

References (22)

1. Taboural-Tayot F., Gastal F. MecaNical, a supply-demand model of carbon and nitrogen partitioning applied to defoliated grass. 1. Model description and analysis. Eur. J. Agron. 9:1998a;223-241. Elsevier.
2. Taboural-Tayot F., Gastal F. MecaNical, a supply-demand model of carbon and nitrogen partitioning applied to defoliated grass. 2. Parameter estimation and model evaluation. Eur. J. Agron. 9:1998;243-258. Elsevier.
3. V.V. Fedorov, Theory of the Optimal Experiment, Nauka, Moscow, 1971 (in Russian).
4. A. Munack, C. Posten, Design of optimal dynamical experiments for parameter estimation, in: Proceedings of American Control Conference (ACC89), Pittsburg, 1989, pp. 2011-2016.
5. Baltes M., Schneider R., Sturm C., Reuss M. Optimal experimental design for parameter estimation in unstructured growth models. Biotechnol. Prog. 10:1994;480-488.
6. J.F. Van Impe, K.J.E. Versyck, Solving dual optimization problems in identification and performance of fed-batch bioreactors, in: Proceedings of the International Conference on Modelling and Control in Agriculture, Horticulture and Post-Harvesting (Agricontrol 2000), Preprints, Wageningen, The Netherlands, 2000, pp. 25-36.
7. Scaife M.A., Jones D. The relationship between crop yield (or mean plant weight) of lettuce and plant density, length of growing period, and initial plant weight. J. Agric. Sci. (Camb.). 86:1976;83-91.
8. Chalabi Z.S., Bailey B.J. Sensitivity analysis of a non-steady state model of the greenhouse microclimate. Agric. Forestry Meteorol. 56:1991;111-127.
9. Van Henten E.J., van Straten G. Sensitivity analysis of a dynamic growth model of lettuce. J. Agric. Eng. Res. 59:1994;19-31.
10. Van Straten G., Lopez Cruz I., Seginer I., Buwalda F. Calibration and sensitivity analysis of a dynamic model for control of nitrate in lettuce. Acta Horticul. 507:1999;149-156.
11. I.L. Lopez Cruz, G. Van Straten, Calibration of a dynamic model for greenhouse climate control using genetic algorithms, in: Proceedings of the Third International Symposium on Mathematical Modelling and Simulation in Agricultural and Bio-Industries, IMACS/IFAC (Symposium Proceedings Edited by Prof. Thomas Nybrant), 7-9 June 1999, Uppsala, Sweden, pp. 155-160.
12. O. Nelles, Nonlinear System Identification, Springer-Verlag, Berlin, 2001.
13. L. Ljung, System Identification. Theory for the User, Prentice-Hall, Englewood Cliffs, NJ, 1999.
14. T. Soderstrom, P. Stoica, System Identification, Prentice-Hall, Englewood Cliffs, NJ, 1989.
15. G. Goodwin, R.L. Payne, Dynamic System Identification: Experiment Design and Data Analysis, Academic Press, New York, 1977.
16. O.J. Dunn, V.A. Klark, Applied Statistics: Analysis of Variance and Regression, Wiley, New York, 1987.
17. N.R. Draper, H. Smith, Applied Regression Analysis, Wiley, New York, 1981.
18. Wacholder E., Dayan E. Application of the adjoint sensitivity method to the analysis of a supersonic ejector. ASME J. Fluid Eng. 106(4):1984;425-429.
19. Dayan J., Zou M., Green I. Sensitivity analysis for the design and operation of a non-contacting mechanical face seal. Proc. Inst. Mech. Eng. Part C: J. Mech. Eng. Sci. 214(9):2000;1207-1218.
20. Ioslovich I., Seginer I., Baskin A. Fitting of the nicolet lettuce growth model to plant-spacing experimental data. Biosyst. Eng. 83(3):2002;361-371.
21. Seginer I., Van Straten G., Buwalda F. Nitrate concentration in greenhouse lettuce: a modelling study. Acta Horticul. 456:1998;189-197.
22. G.A. Korn, T.M. Korn, Mathematical Handbook for Scientists and Engineers, McGraw-Hill, New York, 1961.