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Relations between H and risk sensitive controllers

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Analysis and Optimization of Systems

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 111))

Abstract

The motivation for designing controllers to satisfy H-norm bounds on specified closed-loop transfer functions is briefly discussed. The characterization of all such controllers is then described and it is shown that the controller that maximizes a corresponding entropy integral is in fact the steady state risk sensitive optimal controller. This gives a direct relation between robust and stochastic control.

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References

  • Arov, D.Z. and M.G. Krein, (1983), “On the evaluation of entropy functionals and their minima in generalized extension problems”, (In Russian): Acta. Sci. Math. 45, 33–50.

    Google Scholar 

  • Bensoussan, A. and J.W. Van Schuppen, (1985), “Optimal control of partially observable stochastic systems with an exponential-of-integral performance index”, SIAM J. Control and Optimization, 23, No.4, pp.599–613.

    Google Scholar 

  • Chu, C., J. Doyle and B. Lee (1986), “The general distance problem in H optimal control theory”. Int. J. Control., 44, 565–596.

    Google Scholar 

  • Doyle, J., (1984), “Lecture Notes for ONR/Honeywell Workshop on Advances in Multivariable Control”, Minneapolis.

    Google Scholar 

  • Dym, H., (1988), J contractive matrix functions, reproducing kernel Hilbert spaces and interpolation, to appear in American Mathematical Society CBMS series of monographs.

    Google Scholar 

  • Dym, H. and I. Gohberg, (1986), “A maximum entropy principle for contractive interpolants”, J. Functional Analysis, 65, 83–125.

    Google Scholar 

  • Dym, H. and I. Gohberg, (1988), “A new class of contractive interpolants and maximum entropy principles”, Operator Theory Advances and Applications Birkhaüser Verlag, Basel, to appear.

    Google Scholar 

  • Francis, B.A.., (1987), “A Course in H Control Theory”, Springer-Verlag.

    Google Scholar 

  • Francis, B. and J. Doyle, (1987), “Linear control theory with an H, optimality criterion”, SIAM J. of Control & Opt., 25, No. 4, pp.815–844.

    Google Scholar 

  • Glover, K., (1984) “All optimal Hankel norm approximations of linear multivariable systems and their L error bounds”, Int. J. Control. 39, 1115–1193.

    Google Scholar 

  • Glover, K. and J.C. Doyle (1988), “State space formulae for all stabilizing controllers that satisfy an H-norm bound and relations to risk sensitivity”, submitted.

    Google Scholar 

  • Grenander, U. and G. Szegö, (1958), Toeplitz Forms and their Applications, University of California Press.

    Google Scholar 

  • Hannan, E.J., (1970), Multiple Time Series, Wiley.

    Google Scholar 

  • Jacobson, D.H., (1973), “Optimal stochastic linear systems with exponential criteria and their relation to deterministic diffrential games”, IEEE Trans. Automat. Control, AC-18, pp.124–131.

    Google Scholar 

  • Limebeer, D.J.N. and S.Y. Hung, (1987), “An analysis of the pole-zero cancellations in H-optimal control problems of the first kind”, SIAM J. Control and Optimization, 25, No. 6, pp. 1457–1493.

    Google Scholar 

  • Mustafa, D. and K. Glover, (1988), “Controllers which satisfy a closed-loop H-norm bound and maximise an entropy integral”, submitted.

    Google Scholar 

  • Whittle, P., (1981), “Risk-sensitive Linear/Quadratic/Gaussian control”, Adv. Appl. Prob., 13, 764–777.

    Google Scholar 

  • Whittle, P. (1986), “The Risk-sensitive certainty equivalence principle”, Essays in Time Series and Allied Processes (London: Applied Probability Trust), pp.383–388.

    Google Scholar 

  • Willems, J.C., (1971a), “Least squares stationary optimal control and the algebraic Riccati equation”, IEEE Trans. Auto. Control, Vol. AC-16, No. 6, pp 621–634.

    Google Scholar 

  • Zames, G., (1981), “Feedback and optimal sensitivity: model reference transformations. Multiplicative seminorms and approximate inverses”, IEEE Trans. Auto. Control. Vol. AC-26, pp.585–601.

    Google Scholar 

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A. Bensoussan J. L. Lions

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© 1988 Springer-Verlag

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Glover, K., Doyle, J.C. (1988). Relations between H and risk sensitive controllers. In: Bensoussan, A., Lions, J.L. (eds) Analysis and Optimization of Systems. Lecture Notes in Control and Information Sciences, vol 111. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0042196

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  • DOI: https://doi.org/10.1007/BFb0042196

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-19237-4

  • Online ISBN: 978-3-540-39161-6

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