• Medientyp: E-Book; Hochschulschrift
  • Titel: Memory efficient approaches of second order for optimal control problems
  • Beteiligte: Sternberg, Julia [VerfasserIn]
  • Erschienen: 2005
  • Umfang: Online-Ressource
  • Sprache: Englisch
  • Identifikator:
  • RVK-Notation: SK 880 : Steuerungstheorie und (stochastische) Kontrolltheorie
  • Schlagwörter: Optimale Kontrolle > Algebraische Riccati-Gleichung
  • Entstehung:
  • Hochschulschrift: Dresden, Techn. Univ., Fak. Mathematik und Naturwiss., Diss., 2005
  • Anmerkungen:
  • Beschreibung: Consider a time-dependent optimal control problem, where the state evolution is described by an initial value problem. There are a variety of numerical methods to solve these problems. The so-called indirect approach is considered detailed in this thesis. The indirect methods solve decoupled boundary value problems resulting from the necessary conditions for the optimal control problem. The so-called Pantoja method describes a computationally efficient stage-wise construction of the Newton direction for the discrete-time optimal control problem. There are many relationships between multiple shooting techniques and Pantoja method, which are investigated in this thesis. In this context, the equivalence of Pantoja method and multiple shooting method of Riccati type is shown. Moreover, Pantoja method is extended to the case where the state equations are discretised using one of implicit numerical methods. Furthermore, the concept of symplecticness and Hamiltonian systems is introduced. In this regard, a suitable numerical method is presented, which can be applied to unconstrained optimal control problems. It is proved that this method is a symplectic one. The iterative solution of optimal control problems in ordinary differential equations by Pantoja or Riccati equivalent methods leads to a succession of triple sweeps through the discretised time interval...
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