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Calculus Of Variations And Optimal Control Theory

Author: Daniel Liberzon
Publisher: Princeton University Press
ISBN: 0691151873
Size: 10.11 MB
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This textbook offers a concise yet rigorous introduction to calculus of variations and optimal control theory, and is a self-contained resource for graduate students in engineering, applied mathematics, and related subjects. Designed specifically for a one-semester course, the book begins with calculus of variations, preparing the ground for optimal control. It then gives a complete proof of the maximum principle and covers key topics such as the Hamilton-Jacobi-Bellman theory of dynamic programming and linear-quadratic optimal control. Calculus of Variations and Optimal Control Theory also traces the historical development of the subject and features numerous exercises, notes and references at the end of each chapter, and suggestions for further study. Offers a concise yet rigorous introduction Requires limited background in control theory or advanced mathematics Provides a complete proof of the maximum principle Uses consistent notation in the exposition of classical and modern topics Traces the historical development of the subject Solutions manual (available only to teachers) Leading universities that have adopted this book include: University of Illinois at Urbana-Champaign ECE 553: Optimum Control Systems Georgia Institute of Technology ECE 6553: Optimal Control and Optimization University of Pennsylvania ESE 680: Optimal Control Theory University of Notre Dame EE 60565: Optimal Control

Calculus Of Variations And Optimal Control Theory A Concise Introduction Instructor S Manual

Author: Daniel Liberzon
Publisher:
ISBN: 9780691155135
Size: 28.73 MB
Format: PDF, Mobi
View: 3302
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This textbook offers a concise yet rigorous introduction to calculus of variations and optimal control theory, and is a self-contained resource for graduate students in engineering, applied mathematics, and related subjects. Designed specifically for a one-semester course, the book begins with calculus of variations, preparing the ground for optimal control. It then gives a complete proof of the maximum principle and covers key topics such as the Hamilton-Jacobi-Bellman theory of dynamic programming and linear-quadratic optimal control. "Calculus of Variations and Optimal Control Theory" also traces the historical development of the subject and features numerous exercises, notes and references at the end of each chapter, and suggestions for further study. Offers a concise yet rigorous introduction Requires limited background in control theory or advanced mathematics Provides a complete proof of the maximum principle Uses consistent notation in the exposition of classical and modern topics Traces the historical development of the subject Solutions manual (available only to teachers) Leading universities that have adopted this book include: University of Illinois at Urbana-Champaign ECE 553: Optimum Control Systems Georgia Institute of Technology ECE 6553: Optimal Control and Optimization University of Pennsylvania ESE 680: Optimal Control Theory University of Notre Dame EE 60565: Optimal Control

Hybrid Systems Optimal Control And Hybrid Vehicles

Author: Thomas J. Böhme
Publisher: Springer
ISBN: 3319513176
Size: 70.65 MB
Format: PDF
View: 2016
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This book assembles new methods showing the automotive engineer for the first time how hybrid vehicle configurations can be modeled as systems with discrete and continuous controls. These hybrid systems describe naturally and compactly the networks of embedded systems which use elements such as integrators, hysteresis, state-machines and logical rules to describe the evolution of continuous and discrete dynamics and arise inevitably when modeling hybrid electric vehicles. They can throw light on systems which may otherwise be too complex or recondite. Hybrid Systems, Optimal Control and Hybrid Vehicles shows the reader how to formulate and solve control problems which satisfy multiple objectives which may be arbitrary and complex with contradictory influences on fuel consumption, emissions and drivability. The text introduces industrial engineers, postgraduates and researchers to the theory of hybrid optimal control problems. A series of novel algorithmic developments provides tools for solving engineering problems of growing complexity in the field of hybrid vehicles. Important topics of real relevance rarely found in text books and research publications—switching costs, sensitivity of discrete decisions and there impact on fuel savings, etc.—are discussed and supported with practical applications. These demonstrate the contribution of optimal hybrid control in predictive energy management, advanced powertrain calibration, and the optimization of vehicle configuration with respect to fuel economy, lowest emissions and smoothest drivability. Numerical issues such as computing resources, simplifications and stability are treated to enable readers to assess such complex systems. To help industrial engineers and managers with project decision-making, solutions for many important problems in hybrid vehicle control are provided in terms of requirements, benefits and risks.

Optimization And Approximation

Author: Pablo Pedregal
Publisher: Springer
ISBN: 3319648438
Size: 74.20 MB
Format: PDF, ePub, Docs
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This book provides a basic, initial resource, introducing science and engineering students to the field of optimization. It covers three main areas: mathematical programming, calculus of variations and optimal control, highlighting the ideas and concepts and offering insights into the importance of optimality conditions in each area. It also systematically presents affordable approximation methods. Exercises at various levels have been included to support the learning process.

Introduction To The Calculus Of Variations And Control With Modern Applications

Author: John A. Burns
Publisher: CRC Press
ISBN: 146657139X
Size: 43.17 MB
Format: PDF, ePub
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Introduction to the Calculus of Variations and Control with Modern Applications provides the fundamental background required to develop rigorous necessary conditions that are the starting points for theoretical and numerical approaches to modern variational calculus and control problems. The book also presents some classical sufficient conditions and discusses the importance of distinguishing between the necessary and sufficient conditions. In the first part of the text, the author develops the calculus of variations and provides complete proofs of the main results. He explains how the ideas behind the proofs are essential to the development of modern optimization and control theory. Focusing on optimal control problems, the second part shows how optimal control is a natural extension of the classical calculus of variations to more complex problems. By emphasizing the basic ideas and their mathematical development, this book gives you the foundation to use these mathematical tools to then tackle new problems. The text moves from simple to more complex problems, allowing you to see how the fundamental theory can be modified to address more difficult and advanced challenges. This approach helps you understand how to deal with future problems and applications in a realistic work environment.

The Calculus Of Variations And Functional Analysis

Author: Leonid P Lebedev
Publisher: World Scientific
ISBN: 9814485179
Size: 14.66 MB
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' This is a book for those who want to understand the main ideas in the theory of optimal problems. It provides a good introduction to classical topics (under the heading of “the calculus of variations”) and more modern topics (under the heading of “optimal control”). It employs the language and terminology of functional analysis to discuss and justify the setup of problems that are of great importance in applications. The book is concise and self-contained, and should be suitable for readers with a standard undergraduate background in engineering mathematics. Contents:Basic Calculus of VariationsElements of Optimal Control TheoryFunctional AnalysisSome Applications in Mechanics Readership: Graduate students, academics and practitioners in engineering, applied physics and applied mathematics. Keywords:Calculus of Variations;Optimal Control;Functional Analysis;Boundary Value ProblemsReviews:“I recommend this book to all engineers who are interested in modern mathematics. Moreover, mathematicians can learn a lot about direct applications of mathematical theory in mechanics.”Arnd Rösch Technical University of Berlin “The present book is lucid, well-connected, and concise. The material has been carefully chosen. Throughout the book, the authors lay stress on central ideas as they present one powerful mathematical tool after another. The reader is thus prepared not only to apply the material to his or her own work, but also to delve further into the literature if desired.”Technische Mechanik “This book is a significant contribution to the process of successful preparation of engineering students. It is also a good methodical foundation for engineers and lecturers in their work.”Zentralblatt MATH “This book is a welcome addition to the literature on applications of optimal control to various fields in engineering such as mechanics. It is well-written with exercises at the end of each chapter including the hints for the exercises.”International Journal of Robust and Nonlinear Control '

Gl Ck Logik Und Bluff

Author: Jörg Bewersdorff
Publisher: Springer-Verlag
ISBN: 3663108139
Size: 12.13 MB
Format: PDF, Mobi
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Glück, Logik und Bluff - drei Begriffe, die abhängig vom Charakter eines Gesellschaftsspieles Wege zum Gewinn weisen. Eng damit verbunden sind drei mathematische Theorien: Die Wahrscheinlichkeitsrechung erlaubt es, die Gewinnchancen in Glücksspielen zu kalkulieren. Von Algorithmen, wie sie auch Schachcomputern zugrundeliegen, handelt die Theorie der kombinatorischen Spiele. Ganz andere Optimierungsansätze, nämlich solche aus der mathematischen Spieltheorie, sind gefragt, wenn Mitspieler wie bei Kartenspielen unterschiedliche Informationsstände über den erreichten Spielstand haben. Anhand vielfältiger (Bei-) Spiele werden Teile der drei Theorien vorgestellt.

Optimal Control Of Nonlinear Processes

Author: Dieter Grass
Publisher: Springer Science & Business Media
ISBN: 3540776478
Size: 40.96 MB
Format: PDF, Kindle
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Dynamic optimization is rocket science – and more. This volume teaches researchers and students alike to harness the modern theory of dynamic optimization to solve practical problems. These problems not only cover those in space flight, but also in emerging social applications such as the control of drugs, corruption, and terror. This volume is designed to be a lively introduction to the mathematics and a bridge to these hot topics in the economics of crime for current scholars. The authors celebrate Pontryagin’s Maximum Principle – that crowning intellectual achievement of human understanding. The rich theory explored here is complemented by numerical methods available through a companion web site.