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[null,"1.","Record Nr.",null,"UNINA9910300147003321"]
[null,null,"Autore",null,"Potschka Andreas"]
[null,null,"Titolo",null,"A direct method for parabolic PDE constrained optimization problems / / Andreas Potschka"]
[null,null,"Pubbl/distr/stampa",null,"Heidelberg, Germany : , : Springer Spektrum, , 2014"]
[null,null,"ISBN",null,"3-658-04476-4"]
[null,null,"Edizione",null,"[1st ed. 2014.]"]
[null,null,"Descrizione fisica",null,"1 online resource (xiv, 216 pages) : illustrations"]
[null,null,"Collana",null,"Advances in Numerical Mathematics, , 1616-2994"]
[null,null,"Disciplina",null,"510"]
[{"$nulls":4},"515"]
[{"$nulls":4},"515.353"]
[{"$nulls":4},"515/.353"]
[null,null,"Soggetti",null,"Mathematical models"]
[{"$nulls":4},"Mathematics"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","\"ISSN: 1616-2994.\""]
[null,null,null,"Nota di bibliografia","Includes bibliographical references."]
[null,null,"Nota di contenuto",null,"Parabolic PDE Constrained Optimization Problems -- Two-Grid Newton-Picard Inexact SQP -- Structure Exploiting Solution of QPs -- Applications and Numerical Results."]
[null,null,null,"Sommario/riassunto","Andreas Potschka discusses a direct multiple shooting method for dynamic optimization problems constrained by nonlinear, possibly time-periodic, parabolic partial differential equations. In contrast to indirect methods, this approach automatically computes adjoint derivatives without requiring the user to formulate adjoint equations, which can be time-consuming and error-prone. The author describes and analyzes in detail a globalized inexact Sequential Quadratic Programming method that exploits the mathematical structures of this approach and problem class for fast numerical performance. The book features applications, including results for a real-world chemical engineering separation problem.   Contents ·         Parabolic PDE Constrained Optimization Problems ·         Two-Grid Newton-Picard Inexact SQP ·         Structure Exploiting Solution of QPs ·         Applications and Numerical Results       Target Groups ·         Researchers and students in the fields of mathematics, information systems, and scientific computing ·         Users with PDE constrained optimization problems, in particular in (bio-)chemical engineering   The Author Dr. Andreas Potschka is a postdoctoral researcher in the Simulation and Optimization group of Prof. Dr. Dres. "]
[{"$nulls":4},"h. c. Hans Georg Bock at the Interdisciplinary Center for Scientific Computing, Heidelberg University. He is the head of the research group Model-Based Optimizing Control."]