Lectures On The Calculus Of Variations And Optimal Control Theory
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Author |
: Daniel Liberzon |
Publisher |
: Princeton University Press |
Total Pages |
: 255 |
Release |
: 2012 |
ISBN-10 |
: 9780691151878 |
ISBN-13 |
: 0691151873 |
Rating |
: 4/5 (78 Downloads) |
Synopsis Calculus of Variations and Optimal Control Theory by : Daniel Liberzon
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
Author |
: Francis Clarke |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 589 |
Release |
: 2013-02-06 |
ISBN-10 |
: 9781447148203 |
ISBN-13 |
: 1447148207 |
Rating |
: 4/5 (03 Downloads) |
Synopsis Functional Analysis, Calculus of Variations and Optimal Control by : Francis Clarke
Functional analysis owes much of its early impetus to problems that arise in the calculus of variations. In turn, the methods developed there have been applied to optimal control, an area that also requires new tools, such as nonsmooth analysis. This self-contained textbook gives a complete course on all these topics. It is written by a leading specialist who is also a noted expositor. This book provides a thorough introduction to functional analysis and includes many novel elements as well as the standard topics. A short course on nonsmooth analysis and geometry completes the first half of the book whilst the second half concerns the calculus of variations and optimal control. The author provides a comprehensive course on these subjects, from their inception through to the present. A notable feature is the inclusion of recent, unifying developments on regularity, multiplier rules, and the Pontryagin maximum principle, which appear here for the first time in a textbook. Other major themes include existence and Hamilton-Jacobi methods. The many substantial examples, and the more than three hundred exercises, treat such topics as viscosity solutions, nonsmooth Lagrangians, the logarithmic Sobolev inequality, periodic trajectories, and systems theory. They also touch lightly upon several fields of application: mechanics, economics, resources, finance, control engineering. Functional Analysis, Calculus of Variations and Optimal Control is intended to support several different courses at the first-year or second-year graduate level, on functional analysis, on the calculus of variations and optimal control, or on some combination. For this reason, it has been organized with customization in mind. The text also has considerable value as a reference. Besides its advanced results in the calculus of variations and optimal control, its polished presentation of certain other topics (for example convex analysis, measurable selections, metric regularity, and nonsmooth analysis) will be appreciated by researchers in these and related fields.
Author |
: Mark Levi |
Publisher |
: American Mathematical Soc. |
Total Pages |
: 322 |
Release |
: 2014-03-07 |
ISBN-10 |
: 9780821891384 |
ISBN-13 |
: 0821891383 |
Rating |
: 4/5 (84 Downloads) |
Synopsis Classical Mechanics with Calculus of Variations and Optimal Control by : Mark Levi
This is an intuitively motivated presentation of many topics in classical mechanics and related areas of control theory and calculus of variations. All topics throughout the book are treated with zero tolerance for unrevealing definitions and for proofs which leave the reader in the dark. Some areas of particular interest are: an extremely short derivation of the ellipticity of planetary orbits; a statement and an explanation of the "tennis racket paradox"; a heuristic explanation (and a rigorous treatment) of the gyroscopic effect; a revealing equivalence between the dynamics of a particle and statics of a spring; a short geometrical explanation of Pontryagin's Maximum Principle, and more. In the last chapter, aimed at more advanced readers, the Hamiltonian and the momentum are compared to forces in a certain static problem. This gives a palpable physical meaning to some seemingly abstract concepts and theorems. With minimal prerequisites consisting of basic calculus and basic undergraduate physics, this book is suitable for courses from an undergraduate to a beginning graduate level, and for a mixed audience of mathematics, physics and engineering students. Much of the enjoyment of the subject lies in solving almost 200 problems in this book.
Author |
: J.L. Troutman |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 373 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9781468401585 |
ISBN-13 |
: 1468401580 |
Rating |
: 4/5 (85 Downloads) |
Synopsis Variational Calculus with Elementary Convexity by : J.L. Troutman
The calculus of variations, whose origins can be traced to the works of Aristotle and Zenodoros, is now Ii vast repository supplying fundamental tools of exploration not only to the mathematician, but-as evidenced by current literature-also to those in most branches of science in which mathematics is applied. (Indeed, the macroscopic statements afforded by variational principles may provide the only valid mathematical formulation of many physical laws. ) As such, it retains the spirit of natural philosophy common to most mathematical investigations prior to this century. How ever, it is a discipline in which a single symbol (b) has at times been assigned almost mystical powers of operation and discernment, not readily subsumed into the formal structures of modern mathematics. And it is a field for which it is generally supposed that most questions motivating interest in the subject will probably not be answerable at the introductory level of their formulation. In earlier articles,1,2 it was shown through several examples that a complete characterization of the solution of optimization problems may be available by elementary methods, and it is the purpose of this work to explore further the convexity which underlay these individual successes in the context of a full introductory treatment of the theory of the variational calculus. The required convexity is that determined through Gateaux variations, which can be defined in any real linear space and which provide an unambiguous foundation for the theory.
Author |
: L. C. Young |
Publisher |
: American Mathematical Society |
Total Pages |
: 353 |
Release |
: 2024-10-30 |
ISBN-10 |
: 9781470479008 |
ISBN-13 |
: 1470479001 |
Rating |
: 4/5 (08 Downloads) |
Synopsis Lectures on the Calculus of Variations and Optimal Control Theory by : L. C. Young
This book is divided into two parts. The first addresses the simpler variational problems in parametric and nonparametric form. The second covers extensions to optimal control theory. The author opens with the study of three classical problems whose solutions led to the theory of calculus of variations. They are the problem of geodesics, the brachistochrone, and the minimal surface of revolution. He gives a detailed discussion of the Hamilton-Jacobi theory, both in the parametric and nonparametric forms. This leads to the development of sufficiency theories describing properties of minimizing extremal arcs. Next, the author addresses existence theorems. He first develops Hilbert's basic existence theorem for parametric problems and studies some of its consequences. Finally, he develops the theory of generalized curves and ?automatic? existence theorems. In the second part of the book, the author discusses optimal control problems. He notes that originally these problems were formulated as problems of Lagrange and Mayer in terms of differential constraints. In the control formulation, these constraints are expressed in a more convenient form in terms of control functions. After pointing out the new phenomenon that may arise, namely, the lack of controllability, the author develops the maximum principle and illustrates this principle by standard examples that show the switching phenomena that may occur. He extends the theory of geodesic coverings to optimal control problems. Finally, he extends the problem to generalized optimal control problems and obtains the corresponding existence theorems.
Author |
: L. P. Lebedev |
Publisher |
: World Scientific |
Total Pages |
: 435 |
Release |
: 2003 |
ISBN-10 |
: 9789812794994 |
ISBN-13 |
: 9812794999 |
Rating |
: 4/5 (94 Downloads) |
Synopsis The Calculus of Variations and Functional Analysis by : L. P. Lebedev
This volume is aimed at those who are concerned about Chinese medicine - how it works, what its current state is and, most important, how to make full use of it. The audience therefore includes clinicians who want to serve their patients better and patients who are eager to supplement their own conventional treatment. The authors of the book belong to three different fields, modern medicine, Chinese medicine and pharmacology. They provide information from their areas of expertise and concern, attempting to make it comprehensive for users. The approach is macroscopic and philosophical; readers convinced of the philosophy are to seek specific assistance.
Author |
: M.I. Zelikin |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 296 |
Release |
: 2013-03-14 |
ISBN-10 |
: 9783662041369 |
ISBN-13 |
: 3662041367 |
Rating |
: 4/5 (69 Downloads) |
Synopsis Control Theory and Optimization I by : M.I. Zelikin
The only monograph on the topic, this book concerns geometric methods in the theory of differential equations with quadratic right-hand sides, closely related to the calculus of variations and optimal control theory. Based on the author’s lectures, the book is addressed to undergraduate and graduate students, and scientific researchers.
Author |
: Andrei A. Agrachev |
Publisher |
: Springer |
Total Pages |
: 368 |
Release |
: 2008-06-24 |
ISBN-10 |
: 9783540776536 |
ISBN-13 |
: 3540776532 |
Rating |
: 4/5 (36 Downloads) |
Synopsis Nonlinear and Optimal Control Theory by : Andrei A. Agrachev
The lectures gathered in this volume present some of the different aspects of Mathematical Control Theory. Adopting the point of view of Geometric Control Theory and of Nonlinear Control Theory, the lectures focus on some aspects of the Optimization and Control of nonlinear, not necessarily smooth, dynamical systems. Specifically, three of the five lectures discuss respectively: logic-based switching control, sliding mode control and the input to the state stability paradigm for the control and stability of nonlinear systems. The remaining two lectures are devoted to Optimal Control: one investigates the connections between Optimal Control Theory, Dynamical Systems and Differential Geometry, while the second presents a very general version, in a non-smooth context, of the Pontryagin Maximum Principle. The arguments of the whole volume are self-contained and are directed to everyone working in Control Theory. They offer a sound presentation of the methods employed in the control and optimization of nonlinear dynamical systems.
Author |
: Bruce van Brunt |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 295 |
Release |
: 2006-04-18 |
ISBN-10 |
: 9780387216973 |
ISBN-13 |
: 0387216979 |
Rating |
: 4/5 (73 Downloads) |
Synopsis The Calculus of Variations by : Bruce van Brunt
Suitable for advanced undergraduate and graduate students of mathematics, physics, or engineering, this introduction to the calculus of variations focuses on variational problems involving one independent variable. It also discusses more advanced topics such as the inverse problem, eigenvalue problems, and Noether’s theorem. The text includes numerous examples along with problems to help students consolidate the material.
Author |
: Bernard Dacorogna |
Publisher |
: Imperial College Press |
Total Pages |
: 241 |
Release |
: 2009 |
ISBN-10 |
: 9781848163331 |
ISBN-13 |
: 1848163339 |
Rating |
: 4/5 (31 Downloads) |
Synopsis Introduction to the Calculus of Variations by : Bernard Dacorogna
The calculus of variations is one of the oldest subjects in mathematics, yet is very much alive and is still evolving. Besides its mathematical importance and its links to other branches of mathematics, such as geometry or differential equations, it is widely used in physics, engineering, economics and biology.This book serves both as a guide to the expansive existing literature and as an aid to the non-specialist ? mathematicians, physicists, engineers, students or researchers ? in discovering the subject's most important problems, results and techniques. Despite the aim of addressing non-specialists, mathematical rigor has not been sacrificed; most of the theorems are either fully proved or proved under more stringent conditions.In this new edition, the chapter on regularity has been significantly expanded and 27 new exercises have been added. The book, containing a total of 103 exercises with detailed solutions, is well designed for a course at both undergraduate and graduate levels.