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Numerical PDE-Constrained Optimization

Medium: Buch
ISBN: 978-3-319-13394-2
Verlag: Palgrave Macmillan
Erscheinungstermin: 05.03.2015
Lieferfrist: bis zu 10 Tage

This book introduces, in an accessible way, the basic elements of Numerical PDE-Constrained Optimization, from the derivation of optimality conditions to the design of solution algorithms. Numerical optimization methods in function-spaces and their application to PDE-constrained problems are carefully presented. The developed results are illustrated with several examples, including linear and nonlinear ones. In addition, MATLAB codes, for representative problems, are included. Furthermore, recent results in the emerging field of nonsmooth numerical PDE constrained optimization are also covered. The book provides an overview on the derivation of optimality conditions and on some solution algorithms for problems involving bound constraints, state-constraints, sparse cost functionals and variational inequality constraints.


Produkteigenschaften


  • Artikelnummer: 9783319133942
  • Medium: Buch
  • ISBN: 978-3-319-13394-2
  • Verlag: Palgrave Macmillan
  • Erscheinungstermin: 05.03.2015
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2015
  • Serie: SpringerBriefs in Optimization
  • Produktform: Kartoniert, Paperback
  • Gewicht: 2175 g
  • Seiten: 123
  • Format (B x H x T): 155 x 235 x 8 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction.- Basic Theory of Partial Differential Equations and Their Discretization.- Theory of PDE-constrained Optimization.- Numerical Optimization Methods.- Box-constrained Problems.- Nonsmooth PDE-constrained Optimization.