Translated by Jürgen Sprekels
Softcover ISBN: | 978-1-4704-7644-1 |
Product Code: | GSM/112.S |
List Price: | $89.00 |
MAA Member Price: | $80.10 |
AMS Member Price: | $71.20 |
eBook ISBN: | 978-1-4704-1174-9 |
Product Code: | GSM/112.E |
List Price: | $85.00 |
MAA Member Price: | $76.50 |
AMS Member Price: | $68.00 |
Softcover ISBN: | 978-1-4704-7644-1 |
eBook: ISBN: | 978-1-4704-1174-9 |
Product Code: | GSM/112.S.B |
List Price: | $174.00 $131.50 |
MAA Member Price: | $156.60 $118.35 |
AMS Member Price: | $139.20 $105.20 |
Translated by Jürgen Sprekels
Softcover ISBN: | 978-1-4704-7644-1 |
Product Code: | GSM/112.S |
List Price: | $89.00 |
MAA Member Price: | $80.10 |
AMS Member Price: | $71.20 |
eBook ISBN: | 978-1-4704-1174-9 |
Product Code: | GSM/112.E |
List Price: | $85.00 |
MAA Member Price: | $76.50 |
AMS Member Price: | $68.00 |
Softcover ISBN: | 978-1-4704-7644-1 |
eBook ISBN: | 978-1-4704-1174-9 |
Product Code: | GSM/112.S.B |
List Price: | $174.00 $131.50 |
MAA Member Price: | $156.60 $118.35 |
AMS Member Price: | $139.20 $105.20 |
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Book DetailsGraduate Studies in MathematicsVolume: 112; 2010; 399 ppMSC: Primary 49; 35; 90
Optimal control theory is concerned with finding control functions that minimize cost functions for systems described by differential equations. The methods have found widespread applications in aeronautics, mechanical engineering, the life sciences, and many other disciplines.
This book focuses on optimal control problems where the state equation is an elliptic or parabolic partial differential equation. Included are topics such as the existence of optimal solutions, necessary optimality conditions and adjoint equations, second-order sufficient conditions, and main principles of selected numerical techniques. It also contains a survey on the Karush-Kuhn-Tucker theory of nonlinear programming in Banach spaces.
The exposition begins with control problems with linear equations, quadratic cost functions and control constraints. To make the book self-contained, basic facts on weak solutions of elliptic and parabolic equations are introduced. Principles of functional analysis are introduced and explained as they are needed. Many simple examples illustrate the theory and its hidden difficulties. This start to the book makes it fairly self-contained and suitable for advanced undergraduates or beginning graduate students.
Advanced control problems for nonlinear partial differential equations are also discussed. As prerequisites, results on boundedness and continuity of solutions to semilinear elliptic and parabolic equations are addressed. These topics are not yet readily available in books on PDEs, making the exposition also interesting for researchers.
Alongside the main theme of the analysis of problems of optimal control, Tröltzsch also discusses numerical techniques. The exposition is confined to brief introductions into the basic ideas in order to give the reader an impression of how the theory can be realized numerically. After reading this book, the reader will be familiar with the main principles of the numerical analysis of PDE-constrained optimization.
ReadershipGraduate students and research mathematicians interested in optimal control theory and PDEs.
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Table of Contents
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Chapters
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Chapter 1. Introduction and examples
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Chapter 2. Linear-quadratic elliptic control problems
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Chapter 3. Linear-quadratic parabolic control problems
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Chapter 4. Optimal control of semilinear elliptic equations
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Chapter 5. Optimal control of semilinear parabolic equations
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Chapter 6. Optimization problems in Banach spaces
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Chapter 7. Supplementary results on partial differential equations
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Additional Material
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Reviews
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The book provides a thorough and self-contained introduction...[It includes] carefully chosen examples...The presentation of the material is clear and self-contained. A great deal of attention is paid to careful exposition of relevant supporting tools from nonlinear analysis and PDEs. ...A wealth of examples... [T]his is a very carefully written text with an eye on graduate students wishing to enter the field of PDE optimal control. The material presented is fairly complete, self-contained and well exposed.
Irena Lasiecka, Mathematical Reviews
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RequestsReview Copy – for publishers of book reviewsDesk Copy – for instructors who have adopted an AMS textbook for a courseExamination Copy – for faculty considering an AMS textbook for a coursePermission – for use of book, eBook, or Journal contentAccessibility – to request an alternate format of an AMS title
- Book Details
- Table of Contents
- Additional Material
- Reviews
- Requests
Optimal control theory is concerned with finding control functions that minimize cost functions for systems described by differential equations. The methods have found widespread applications in aeronautics, mechanical engineering, the life sciences, and many other disciplines.
This book focuses on optimal control problems where the state equation is an elliptic or parabolic partial differential equation. Included are topics such as the existence of optimal solutions, necessary optimality conditions and adjoint equations, second-order sufficient conditions, and main principles of selected numerical techniques. It also contains a survey on the Karush-Kuhn-Tucker theory of nonlinear programming in Banach spaces.
The exposition begins with control problems with linear equations, quadratic cost functions and control constraints. To make the book self-contained, basic facts on weak solutions of elliptic and parabolic equations are introduced. Principles of functional analysis are introduced and explained as they are needed. Many simple examples illustrate the theory and its hidden difficulties. This start to the book makes it fairly self-contained and suitable for advanced undergraduates or beginning graduate students.
Advanced control problems for nonlinear partial differential equations are also discussed. As prerequisites, results on boundedness and continuity of solutions to semilinear elliptic and parabolic equations are addressed. These topics are not yet readily available in books on PDEs, making the exposition also interesting for researchers.
Alongside the main theme of the analysis of problems of optimal control, Tröltzsch also discusses numerical techniques. The exposition is confined to brief introductions into the basic ideas in order to give the reader an impression of how the theory can be realized numerically. After reading this book, the reader will be familiar with the main principles of the numerical analysis of PDE-constrained optimization.
Graduate students and research mathematicians interested in optimal control theory and PDEs.
-
Chapters
-
Chapter 1. Introduction and examples
-
Chapter 2. Linear-quadratic elliptic control problems
-
Chapter 3. Linear-quadratic parabolic control problems
-
Chapter 4. Optimal control of semilinear elliptic equations
-
Chapter 5. Optimal control of semilinear parabolic equations
-
Chapter 6. Optimization problems in Banach spaces
-
Chapter 7. Supplementary results on partial differential equations
-
The book provides a thorough and self-contained introduction...[It includes] carefully chosen examples...The presentation of the material is clear and self-contained. A great deal of attention is paid to careful exposition of relevant supporting tools from nonlinear analysis and PDEs. ...A wealth of examples... [T]his is a very carefully written text with an eye on graduate students wishing to enter the field of PDE optimal control. The material presented is fairly complete, self-contained and well exposed.
Irena Lasiecka, Mathematical Reviews