PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Tytuł artykułu

Optimal control problems without terminal constraints: The turnpike property with interior decay

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
We show a turnpike result for problems of optimal control with possibly nonlinear systems as well as pointwise-in-time state and control constraints. The objective functional is of integral type and contains a tracking term which penalizes the distance to a desired steady state. In the optimal control problem, only the initial state is prescribed. We assume that a cheap control condition holds that yields a bound for the optimal value of our optimal control problem in terms of the initial data. We show that the solutions to the optimal control problems on the time intervals [0, T] have a turnpike structure in the following sense: For large T the contribution to the objective functional that comes from the subinterval [T/2, T], i.e., from the second half of the time interval [0, T], is at most of the order 1/T. More generally, the result holds for subintervals of the form [r T,T], where r ∈ (0, 1/2) is a real number. Using this result inductively implies that the decay of the integral on such a subinterval in the objective function is faster than the reciprocal value of a power series in T with positive coefficients. Accordingly, the contribution to the objective value from the final part of the time interval decays rapidly with a growing time horizon. At the end of the paper we present examples for optimal control problems where our results are applicable.
Rocznik
Strony
429--438
Opis fizyczny
Bibliogr. 25 poz., wykr.
Twórcy
autor
  • Department of Mathematics, University of Erlangen-Nuremberg, Cauerstr. 11, 91058 Erlangen, Germany
autor
  • Department of Electrical Engineering and Computing, University of Dubrovnik, Ćira Carića 4, 20 000 Dubrovnik, Croatia
Bibliografia
  • [1] Dacorogna, B. (2008). Direct Methods in the Calculus of Variations, 2nd Edn, Springer, Berlin.
  • [2] Damm, T., Grüne, L., Stieler, M. and Worthmann, K. (2014). An exponential turnpike theorem for dissipative discrete time optimal control problems, SIAM Journal on Control Optimization 52(3): 1935-1957.
  • [3] Dorfman, R., Samuelson, P.A. and Solow, R.M. (1958). Linear Programming and Economic Analysis, McGraw-Hill, New York.
  • [4] Faulwasser, T., Flaßkamp, K., Ober-Blöbaum, S., Schaller, M. and Worthmann, K. (2022). Manifold turnpikes, trims, and symmetries, Mathematics of Control, Signals, and Systems 34: 759-788.
  • [5] Faulwasser, T., Korda, M., Jones, C.N. and Bonvin, D. (2017). On turnpike and dissipativity properties of continuous-time optimal control problems, Automatica 81: 297-304.
  • [6] Grüne, L. and Guglielmi, R. (2018). Turnpike properties and strict dissipativity for discrete time linear quadratic optimal control problems, SIAM Journal on Control Optimization 56(2): 1282-1302.
  • [7] Grüne, L. and M¨uller, M.A. (2016). On the relation between strict dissipativity and turnpike properties, Systems& Control Letters 90: 45-53.
  • [8] Grüne, L., Schaller, M. and Schiela, A. (2020). Exponential sensitivity and turnpike analysis for linear quadratic optimal control of general evolution equations, Journal of Differential Equations 268(12): 7311-7341.
  • [9] Gugat, M. (2021). On the turnpike property with interior decay for optimal control problems, Mathematics of Control Signals Systems 33: 237-258.
  • [10] Gugat, M. (2022). Optimal boundary control of the wave equation: The finite-time turnpike phenomenon, Mathematical Reports 24(74)(1-2): 179-186.
  • [11] Gugat, M. and Hante, F.M. (2019). On the turnpike phenomenon for optimal boundary control problems with hyperbolic systems, SIAM Journal on Control Optimization 57(1): 264-289.
  • [12] Gugat, M. and Lazar, M. (2023). Turnpike properties for partially uncontrollable systems, Automatica 149: 110844.
  • [13] Gugat, M. and Leugering, G. (2017). Time delay in optimal control loops for wave equations, ESAIM: Control Optimisation and Calculus of Variations 23(1): 13-37.
  • [14] Hernández-Santamaría, V., Lazar, M. and Zuazua, E. (2019). Greedy optimal control for elliptic problems and its application to turnpike problems, Numerische Mathematik 141(2): 455-493.
  • [15] Mammadov, M.A. (2014). Turnpike theorem for an infinite horizon optimal control problem with time delay, SIAM Journal on Control Optimization 52(1): 420-438.
  • [16] Porretta, A. and Zuazua, E. (2013). Long time versus steady state optimal control, SIAM Journal on Control Optimization 51(6): 4242-4273.
  • [17] Rabah, R., Sklyar, G. and Barkhayev, P. (2017). Exact null controllability, complete stabilizability and continuous final observability of neutral type systems, International Journal of Applied Mathematics and Computer Science 27(3): 489-499, DOI: 10.1515/amcs-2017-0034.
  • [18] Sakamoto, N. and Zuazua, E. (2021). The turnpike property in nonlinear optimal control-A geometric approach, Automatica 134: 109939.
  • [19] Sontag, E.D. (1991). Kalman’s controllability rank condition: From linear to nonlinear, in A.C. Antoulas (Ed.) Mathematical System Theory, Springer, Berlin, pp. 453-462.
  • [20] Trélat, E. and Zhang, C. (2018). Integral and measure-turnpike properties for infinite-dimensional optimal control systems, Mathematics of Control, Signals and Systems 30, Article no. 3.
  • [21] Trélat, E., Zhang, C. and Zuazua, E. (2018). Steady-state and periodic exponential turnpike property for optimal control problems in Hilbert spaces, SIAM Journal on Control Optimization 56(2): 1222-1252.
  • [22] Trélat, E. and Zuazua, E. (2015). The turnpike property in finite-dimensional nonlinear optimal control, Journal of Differential Equations 258(1): 81-114.
  • [23] Tucsnak, M. and Weiss, G. (2009). Observation and Control for Operator Semigroups, Birkhäuser, Basel.
  • [24] Zaslavski, A.J. (2006). Turnpike Properties in the Calculus of Variations and Optimal Control, Springer, New York.
  • [25] Zaslavski, A.J. (2014). Turnpike Phenomenon and Infinite Horizon Optimal Control, Springer, Cham.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d11a29b0-37d0-4f5c-98dc-8e6b9e0355c5
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.