Real-Time PDE-Constrained Optimization: Computational Science and Engineering
Autor L.T. Biegler, O. Ghattas, M. Heinkenschloss, D. Keyes, B. van Bloemen Waandersen Limba Engleză Paperback – 12 iul 2007
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Specificații
ISBN-13: 9780898716214
ISBN-10: 0898716217
Pagini: 184
Dimensiuni: 174 x 247 x 21 mm
Greutate: 0 kg
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria Computational Science and Engineering
Locul publicării:Philadelphia, United States
ISBN-10: 0898716217
Pagini: 184
Dimensiuni: 174 x 247 x 21 mm
Greutate: 0 kg
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria Computational Science and Engineering
Locul publicării:Philadelphia, United States
Cuprins
Preface; Part I. Concepts and Properties of Real-Time, Online Strategies: 1. Constrained optimal feedback control for DAE; 2. A stabilizing real-time implementation of NMPC; 3. Numerical feedback controller design for PDE systems using model reduction: techniques and case studies; 4. Least-squares methods for optimization; Part II. Fast PDE-Constrained Optimization Solvers: 5. Space-time multigrid methods for solving unsteady optimal control problem; 6. A time-parallel implicit methodology for the near-real-time solution of systems of linear oscillators; 7. Generalized SQP-methods with 'parareal' time-domain decomposition for time-dependent PDE-constrained optimization; 8. Simultaneous pseudo-timestepping for state constrained optimization problems in aerodynamics; 9. The effect of the digital filter stepsize control on control optimization performance; Part III. Reduced Order Modeling: 10. Certified rapid solution of partial differential equations for real-time parameter estimation and optimization; 11. WillcoxMOR; 12. Feedback control of flow separation; Part IV. Applications: 13. Shape and topological sensitivity; 14. COFIR: Coarse and fine image registration; 15. Real-time, large scale optimization of water network systems using a subdomain approach; Index.
Notă biografică
Lorenz T. Biegler is the Bayer Professor of Chemical Engineering at Carnegie Mellon University.
Descriere
This is the first book devoted to real-time optimization for systems governed by PDEs.