The Resource A Direct Method for Parabolic PDE Constrained Optimization Problems, by Andreas Potschka, (electronic resource)

A Direct Method for Parabolic PDE Constrained Optimization Problems, by Andreas Potschka, (electronic resource)

Label
A Direct Method for Parabolic PDE Constrained Optimization Problems
Title
A Direct Method for Parabolic PDE Constrained Optimization Problems
Statement of responsibility
by Andreas Potschka
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
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. 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
Member of
Is Subseries of
http://library.link/vocab/creatorName
Potschka, Andreas
Dewey number
  • 510
  • 515
  • 515.353
  • 515/.353
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
rTGYBhIQZnw
Language note
English
LC call number
QA402.5-402.6
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Advances in Numerical Mathematics,
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Mathematics
  • Biochemical engineering
  • Differential equations, partial
  • Optimization
  • Mathematics, general
  • Biochemical Engineering
  • Partial Differential Equations
Label
A Direct Method for Parabolic PDE Constrained Optimization Problems, by Andreas Potschka, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Parabolic PDE Constrained Optimization Problems -- Two-Grid Newton-Picard Inexact SQP -- Structure Exploiting Solution of QPs -- Applications and Numerical Results
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (220 p.)
Form of item
online
Isbn
9783658044763
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-658-04476-3
Specific material designation
remote
System control number
  • (CKB)3710000000074931
  • (EBL)1593247
  • (SSID)ssj0001067366
  • (PQKBManifestationID)11596125
  • (PQKBTitleCode)TC0001067366
  • (PQKBWorkID)11092853
  • (PQKB)10824536
  • (MiAaPQ)EBC1593247
  • (DE-He213)978-3-658-04476-3
  • (EXLCZ)993710000000074931
Label
A Direct Method for Parabolic PDE Constrained Optimization Problems, by Andreas Potschka, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Parabolic PDE Constrained Optimization Problems -- Two-Grid Newton-Picard Inexact SQP -- Structure Exploiting Solution of QPs -- Applications and Numerical Results
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (220 p.)
Form of item
online
Isbn
9783658044763
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-658-04476-3
Specific material designation
remote
System control number
  • (CKB)3710000000074931
  • (EBL)1593247
  • (SSID)ssj0001067366
  • (PQKBManifestationID)11596125
  • (PQKBTitleCode)TC0001067366
  • (PQKBWorkID)11092853
  • (PQKB)10824536
  • (MiAaPQ)EBC1593247
  • (DE-He213)978-3-658-04476-3
  • (EXLCZ)993710000000074931

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