Abstract
In this chapter, a numerical method for solving variational problems and optimal control of delay systems is presented. The method is based upon hybrid functions approximation. The properties of hybrid functions consisting of block-pulse functions and Bernoulli polynomials are presented. The operational matrices of integration, product, delay and the integration of the cross product of two hybrid functions of block-pulse and Bernoulli polynomials vectors are given. These matrices are then utilized to reduce the solution of variational problems, delay systems and the optimal control of delay systems to the solution of algebraic equations. Illustrative examples are included to demonstrate the validity and applicability of the technique.
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References
Chen, C.F., Hsiao, C.H.: A Walsh series direct method for solving variational problems, J. Franklin. Instit. 300, 265–280 (1975)
Horng, I.R., Chou, J.H.: Shifted Chebyshev direct method for solving variational problems, Int. J. Syst. Sci. 16, 855–861 (1985)
Hwang, C., Shih, Y.P.: Laguerre series direct method for variational problems, J. Optim. Theory. Appl. 39, 143–149 (1983)
Chang, R.Y., Wang, M.L.: Shifted Legendre direct method for variational problems, J. Optim. Theory. Appl. 39, 299–307 (1983)
Razzaghi, M., Razzaghi, M.: Fourier series direct method for variational problems, Int. J. Control 48, 887–895 (1988)
Razzaghi, M., Elnagar, G.: Linear quadratic optimal control problems via shifted Legendre state parametrization, Int. J. Syst. Sci. 25, 393–399 (1994)
Razzaghi, M., Razzaghi, M.: Instabilities in the solution of a heat conduction problem using Taylor series and alternative approaches, J. Franklin Instit 326, 683–690 (1989)
Razzaghi, M., Marzban, H.R.: Direct method for variational problems via hybrid of block-pulse and Chebyshev functions, Math. Prob. Eng. 6, 85–97 (2000)
Wang, X.T., Li, Y.M.: Numerical solutions of integro differential systems by hybrid of general block-pulse functions and the second Chebyshev, polynomials, Appl. Math. Comput. 209, 266–272 (2009)
Razzaghi, M., Marzban, H.R.: A hybrid analysis direct method in the calculus of variations, Int. J. Comput. Math. 75, 259–269 (2000)
Marzban, H.R., Razzaghi, M.: Hybrid functions approach for linearly constrained quadratic optimal control problems, Appl. Math. Model. 27, 471–485 (2003)
Marzban, H.R., Razzaghi, M.: Analysis of time-delay systems via hybrid of block-pulse functions and Taylor series, J. Vib. Control. 11, 1455–1468 (2005)
Marzban, H.R., Razzaghi, M.: Solution of multi-delay systems using hybrid of block-pulse functions and Taylor series, J. Sound. Vib. 292, 954–963 (2006)
Tikhomirov, V.M.: Stories about Maxima and Minima. American Mathematica Society, Providence (1990)
Elgolic, L.E.: Calculus of variations. Pergamon Press, Oxford (1962)
Gelfand, I.M., Fomin, S.V.: Calculus of variations. Prentice-Hall, Englewood Cliffs (1963)
Elsgolts, L.: Differential equations and the calculus of variations, translated from the Russian by G. Yankovsky. Mir Publisher, Moscow (1977)
Jamshidi, M., Wang, C.M.: A computational algorithm for large-scale nonlinear time-delay systems. IEEE Transactions Systems Man Cybern 14, 2–9 (1984)
Kwakernaak, H., Sivan, R.: Linear Optimal Control Systems. Wiley-Inter-science, New York (1972)
Khellat, F.: Optimal control of linear time-delayed systems by linear Legendre multiwavelets, J. Optim. Theory. Appl. 143, 107–121 (2009)
Kharatishvili, G.L.: The maximum principle in the theory of optimal process with time-lags. Dokl. Akad. Nauk SSSR 136, 39–42 (1961)
Inoue, K., Akashi, H., Ogino, K., Sawaragi, Y.: Sensitivity approaches to optimization of linear systems with time-delay. Automatica 17, 671–676 (1971)
Jamshidi, M., Razzaghi, M.: Optimization of linear systems with input time-delay. Kybernetika 11, 375–384 (1975)
Malek-Zavarei, M., Jamshidi, M.: Time-Delay Systems: Analysis, Optimization and Applications. North-Holland, Amsterdam (1978)
Delfour, M.C.: The linear quadratic control problem with delays in state and control variables: A state space approach. SIAM J. Control. Optim. 24, 835–883 (1986)
Uchida, K., Shimemura, E., Kubo, T., Abe, N.: The linear-quadratic optimal control approach to feedback control design for systems with delay. Automatica 24, 773–780 (1988)
Costabile, F., Dellaccio, F., Gualtieri, M.I.: A new approach to Bernoulli polynomials. Rendiconti di Matematica, Serie VII 26, 1–12 (2006)
Arfken, G.: Mathematical Methods for Physicists, 3rd edn. Academic Press, San Diego (1985)
Kreyszig, E.: Introductory Functional Analysis with Applications. John Wiley and Sons Press, New York (1978)
Mashayekhi, S., Ordokhani, Y., Razzaghi, M.: Hybrid functions approach for nonlinear constrained optimal control problems, Commun. Nonlinear. Sci. Numer. Simulat. 17, 1831–1843 (2012)
Mashayekhi, S., Ordokhani, Y., Razzaghi, M.: Hybrid functions approach for optimal control of systems described by integro-differential equations. Appl. Math. Model. 37, 3355–3368 (2013)
Lancaster, P.: Theory of Matrixes. Academic Press, New York (1969)
Datta, K.B., Mohan, B.M.: Orthogonal functions in systems and control. World Scientific, Singapore (1995)
Schechter, R.S.: The Variation Method in Engineering. McGraw-Hill, New York (1967)
Russak, I.B.: Calculus of Variations. Ma 4311 Lecture Notes, Monterey, CA (2002)
Hwang, C., Chen, M.Y.: Analysis of time-delay systems using the Galerkin method, Int. J. Control 44, 847–866 (1986)
Marzban, H.R., Razzaghi, M.: Solution of time-varying delay systems by hybrid functions, Math. Comput. Simulat. 64, 597–607 (2004)
Marzban, H.R., Razzaghi, M.: Optimal control of linear delay systems via hybrid of block-pulse and Legendre polynomials, J. Franklin. Instit. 341, 279–293 (2004)
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Razzaghi, M. (2015). Hybrid Functions Approach for Variational Problems and Optimal Control of Delay Systems. In: El-Osery, A., Prevost, J. (eds) Control and Systems Engineering. Studies in Systems, Decision and Control, vol 27. Springer, Cham. https://doi.org/10.1007/978-3-319-14636-2_4
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DOI: https://doi.org/10.1007/978-3-319-14636-2_4
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