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Analysis of systems subject to parameter uncertainties: Application of interval analysis

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Abstract

The effects of system parameter uncertainties on system performance are always of great concern to the system designer. It is desirable to knowa priori estimates of the system response, subject to parameter uncertainties. In the following we propose using interval analysis techniques to establish estimates of system performance (e.g., envelopes of time response and frequency response). The results which we obtain constitute generalizations of existing work. Specifically, existing results address systems which are described by linear ordinary differential equations which are endowed with a single parameter belonging to an interval. In the present results we address systems described by linear or nonlinear ordinary difference equations endowed with more than one parameter belonging to intervals.

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References

  1. R. E. Moore, Interval Arithmetic and Automatic Error Analysis in Digital Computing, Ph.D. dissertation, Stanford University, 1962.

  2. R. E. Moore,Interval Analysis, Prentice-Hall, Englewood Cliffs, NJ, 1966.

    Google Scholar 

  3. E. P. Oppenheimer and A. N. Michel, Application of Interval Analysis Techniques to Linear Systems: Part I — Fundamental Results,IEEE Trans. Circuits and Systems, Vol. 35, No. 9, pp. 1129–1138, September, 1988.

    Google Scholar 

  4. E. P. Oppenheimer and A. N. Michel, Application of Interval Analysis Techniques to Linear Systems: Part II — Exponential Function,IEEE Trans. Circuits and Systems, Vol. 35, No. 10, pp. 1230–1242, October, 1988.

    Google Scholar 

  5. E. P. Oppenheimer and A. N. Michel, Application of Interval Analysis Techniques to Linear Systems: Part III — Initial-Value Problems,IEEE Trans. Circuits and Systems, Vol. 35, No. 10, pp. 1243–1256, October, 1988.

    Google Scholar 

  6. K. Okumura, A. Kishima, and S. Saeki, Improvement of Algorithm Using Interval Analysis for Solution of Nonlinear Circuit Equations,Electron. Comm. Japan, Part 1, Vol. 70, No. 9, pp. 1–10, 1987.

    Google Scholar 

  7. S. Skelboe, True Worst-Case Analysis of Linear Electrical Circuits by Interval Arithmetic,IEEE Trans. Circuits and Systems, Vol. 26, pp. 874–879, October, 1979.

    Google Scholar 

  8. M. R. Valenca, Multiple Shooting Using Interval Analysis,BIT, Vol. 25, pp. 425–427, 1985.

    Google Scholar 

  9. Ch. Jansson, Self-validating Method for Solving Linear Programming Problems with Interval Input Data,Scientific Computation with Automatic Result Verification, edited by U. Kulisch and H. J. Stetter, pp. 33–46, Springer-Verlag, Wien, 1988.

    Google Scholar 

  10. H. Behnke, Inclusion of Eigenvalues of General Eigenvalue Problems of Matrices,Scientific Computation with Automatic Result Verification, edited by U. Kulisch and H. J. Stetter, pp. 69–78, Springer-Verlag, Wien, 1988.

    Google Scholar 

  11. A. N. Michel; C. J. Herget,Mathematical Foundations in Engineering and Science, Prentice-Hall, Englewood Cliffs, NJ, 1981.

    Google Scholar 

  12. A. E. Taylor and D. C. Lay,Introduction to Functional Analysis, 2nd edition, Wiley, New York, 1980.

    Google Scholar 

  13. E. P. Oppenheimer, Application of Interval Analysis to Problems of Linear Control Systems, Ph.D. Thesis, Iowa State University, 1974.

  14. A. W. Naylor and G. R. Sell,Linear Operator Theory in Engineering and Science, Springer-Verlag, New York, 1982.

    Google Scholar 

  15. A. E. Taylor,General Theory of Functions and Integration, Blaisdell, Waltham, MA, 1965.

    Google Scholar 

  16. R. H. Kasriel,Undergraduate Topology, Saunders, Eastbourne, 1971.

    Google Scholar 

  17. R. L. Wheeden and A. Zygmund,Measure and Integral, Marcel Dekker, New York, 1977.

    Google Scholar 

  18. J. R. Munkres,Topology of First Course, Prentice-Hall, Englewood Cliffs, NJ, 1975.

    Google Scholar 

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Supported by the National Science Foundation under Grant ECS 88-02924.

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Michel, A.N., Sun, H.F. Analysis of systems subject to parameter uncertainties: Application of interval analysis. Circuits Systems and Signal Process 9, 319–341 (1990). https://doi.org/10.1007/BF01201217

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  • DOI: https://doi.org/10.1007/BF01201217

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