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
Contributor
Author
Provider
Subject
Language
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
http://library.link/vocab/creatorName
Potschka, Andreas
Image bit depth
0
LC call number
QA402.5-402.6
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Advances in Numerical Mathematics,
http://library.link/vocab/subjectName
  • Mathematics
  • Biochemical engineering
  • Differential equations, partial
  • Mathematical optimization
  • Mathematics
  • 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
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Parabolic PDE Constrained Optimization Problems -- Two-Grid Newton-Picard Inexact SQP -- Structure Exploiting Solution of QPs -- Applications and Numerical Results
Dimensions
unknown
Extent
XIV, 216 p. 30 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783658044763
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-658-04476-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-658-04476-3
Label
A Direct Method for Parabolic PDE Constrained Optimization Problems, by Andreas Potschka, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Parabolic PDE Constrained Optimization Problems -- Two-Grid Newton-Picard Inexact SQP -- Structure Exploiting Solution of QPs -- Applications and Numerical Results
Dimensions
unknown
Extent
XIV, 216 p. 30 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783658044763
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-658-04476-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-658-04476-3

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