The gradient projection method for solving an optimal control problem

M. Farag

Applicationes Mathematicae (1997)

  • Volume: 24, Issue: 2, page 141-147
  • ISSN: 1233-7234

Abstract

top
A gradient method for solving an optimal control problem described by a parabolic equation is considered. The gradient projection method is applied to solve the problem. The convergence of the projection algorithm is investigated.

How to cite

top

Farag, M.. "The gradient projection method for solving an optimal control problem." Applicationes Mathematicae 24.2 (1997): 141-147. <http://eudml.org/doc/219158>.

@article{Farag1997,
abstract = {A gradient method for solving an optimal control problem described by a parabolic equation is considered. The gradient projection method is applied to solve the problem. The convergence of the projection algorithm is investigated.},
author = {Farag, M.},
journal = {Applicationes Mathematicae},
keywords = {distributed parameter systems; boundary value problems; gradient methods; optimal control; optimal control problem; parabolic equation; gradient projection method; distributed parameter system},
language = {eng},
number = {2},
pages = {141-147},
title = {The gradient projection method for solving an optimal control problem},
url = {http://eudml.org/doc/219158},
volume = {24},
year = {1997},
}

TY - JOUR
AU - Farag, M.
TI - The gradient projection method for solving an optimal control problem
JO - Applicationes Mathematicae
PY - 1997
VL - 24
IS - 2
SP - 141
EP - 147
AB - A gradient method for solving an optimal control problem described by a parabolic equation is considered. The gradient projection method is applied to solve the problem. The convergence of the projection algorithm is investigated.
LA - eng
KW - distributed parameter systems; boundary value problems; gradient methods; optimal control; optimal control problem; parabolic equation; gradient projection method; distributed parameter system
UR - http://eudml.org/doc/219158
ER -

References

top
  1. [1] A. G. Butkovskiĭ, Optimal Control Theory for Systems with Distributed Parameters, Nauka, Moscow, 1965 (in Russian). 
  2. [2] Yn. V. Egorov, On some optimal control problems, Zh. Vychisl. Mat. i Mat. Fiz. 3 (1963), 887-904 (in Russian). Zbl0156.31804
  3. [2] M. H. Farag, A numerical solution to a nonlinear problem of the identification of the characteristics of a mathematical model of heat exchange, in: Mathematical Modeling and Automated Systems, A. D. Iskenderov (ed.), Bakin. Gos. Univ., Baku, 1990, 23-30 (in Russian). Zbl0800.65015
  4. [4] M. H. Farag and S. H. Farag, An existence and uniqueness theorem for one optimal control problem, Period. Math. Hungar. 30 (1995), 61-65. Zbl0821.49003
  5. [5] A. Friedman, Partial Differential Equations of Parabolic Type, Prentice-Hall, Englewood Cliffs, N.J., 1964. Zbl0144.34903
  6. [6] A. D. Iskenderov, On a certain inverse problem for quasilinear parabolic equations, Differentsial'nye Uravneniya 10 (1974), 890-898 (in Russian). Zbl0285.35040
  7. [7] A. D. Iskenderov and R. K. Tagiev, Optimization problems with controls in coefficients of parabolic equations, ibid. 19 (1983), 1324-1334 (in Russian). Zbl0521.49016
  8. [8] J.-L. Lions, Control problems in systems described by partial differential equations, in: Mathematical Theory of Control, A. V. Balakrishnan and L. W. Neustadt (eds.), Academic Press, New York and London, 1969, 251-271. 
  9. [9] J.-L. Lions, Optimal Control by Systems Described by Partial Differential Equations, Mir, Moscow, 1972 (in Russian). 
  10. [10] K. A. Lurie, Optimal Control in Problems of Mathematical Physics, Nauka, Moscow, 1975 (in Russian). 
  11. [11] M. D. Madatov, Regularization of one class of optimal control problems, in: Approximate Methods and Computer, A. D. Iskenderov (ed.), Bakin. Gos. Univ., Baku, 1982, 78-80 (in Russian). 
  12. [12] A. Mokrane, An existence result via penalty method for some nonlinear parabolic unilateral problems, Boll. Un. Mat. Ital. B 8 (1994), 405-417. Zbl0805.35068
  13. [13] G. A. Phillipson and S. K. Mitter, Numerical solution of a distributed identification problem via a direct method, in: Computing Methods in Optimization Problems-2, L. A. Zadeh, L. W. Neustadt and A. V. Balakrishnan (eds.), Academic Press, New York, 1969, 305-315. Zbl0245.49020
  14. [14] E. Polak, Computational Methods in Optimization, Academic Press, New York, 1971. 
  15. [15] B. N. Pshenichnyĭ and Yu. M. Danilin, Numerical Methods in Extremal Problems, Mir, Moscow, 1982. 
  16. [16] J. B. Rosen, The gradient projection method for nonlinear programming. Part I: Linear constraints, SIAM J. Appl. Math. 8 (1960), 181-217. Zbl0099.36405
  17. [17] J. B. Rosen, The gradient projection method for nonlinear programming. Part II: Nonlinear constraints, ibid. 9 (1961), 514-532. Zbl0231.90048
  18. [18] Ts. Tsachev, Optimal control of linear parabolic equation: The constrained right-hand side as control function, Numer. Funct. Anal. Optim. 13 (1992), 369-380. Zbl0767.49003
  19. [19] F. P. Vasil'ev, Numerical Methods for Solving Extremal Problems, Nauka, Moscow, 1988 (in Russian). 

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.