Control Theory And Optimization I
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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 |
: Daniel Léonard |
Publisher |
: Cambridge University Press |
Total Pages |
: 372 |
Release |
: 1992-01-31 |
ISBN-10 |
: 0521337461 |
ISBN-13 |
: 9780521337465 |
Rating |
: 4/5 (61 Downloads) |
Synopsis Optimal Control Theory and Static Optimization in Economics by : Daniel Léonard
Optimal control theory is a technique being used increasingly by academic economists to study problems involving optimal decisions in a multi-period framework. This textbook is designed to make the difficult subject of optimal control theory easily accessible to economists while at the same time maintaining rigour. Economic intuitions are emphasized, and examples and problem sets covering a wide range of applications in economics are provided to assist in the learning process. Theorems are clearly stated and their proofs are carefully explained. The development of the text is gradual and fully integrated, beginning with simple formulations and progressing to advanced topics such as control parameters, jumps in state variables, and bounded state space. For greater economy and elegance, optimal control theory is introduced directly, without recourse to the calculus of variations. The connection with the latter and with dynamic programming is explained in a separate chapter. A second purpose of the book is to draw the parallel between optimal control theory and static optimization. Chapter 1 provides an extensive treatment of constrained and unconstrained maximization, with emphasis on economic insight and applications. Starting from basic concepts, it derives and explains important results, including the envelope theorem and the method of comparative statics. This chapter may be used for a course in static optimization. The book is largely self-contained. No previous knowledge of differential equations is required.
Author |
: Hector O. Fattorini |
Publisher |
: Cambridge University Press |
Total Pages |
: 828 |
Release |
: 1999-03-28 |
ISBN-10 |
: 0521451256 |
ISBN-13 |
: 9780521451253 |
Rating |
: 4/5 (56 Downloads) |
Synopsis Infinite Dimensional Optimization and Control Theory by : Hector O. Fattorini
Treats optimal problems for systems described by ODEs and PDEs, using an approach that unifies finite and infinite dimensional nonlinear programming.
Author |
: Donald E. Kirk |
Publisher |
: Courier Corporation |
Total Pages |
: 466 |
Release |
: 2012-04-26 |
ISBN-10 |
: 9780486135076 |
ISBN-13 |
: 0486135071 |
Rating |
: 4/5 (76 Downloads) |
Synopsis Optimal Control Theory by : Donald E. Kirk
Upper-level undergraduate text introduces aspects of optimal control theory: dynamic programming, Pontryagin's minimum principle, and numerical techniques for trajectory optimization. Numerous figures, tables. Solution guide available upon request. 1970 edition.
Author |
: John T. Betts |
Publisher |
: SIAM |
Total Pages |
: 442 |
Release |
: 2010-01-01 |
ISBN-10 |
: 9780898716887 |
ISBN-13 |
: 0898716888 |
Rating |
: 4/5 (87 Downloads) |
Synopsis Practical Methods for Optimal Control and Estimation Using Nonlinear Programming by : John T. Betts
A focused presentation of how sparse optimization methods can be used to solve optimal control and estimation problems.
Author |
: Antonella Ferrara |
Publisher |
: SIAM |
Total Pages |
: 302 |
Release |
: 2019-07-01 |
ISBN-10 |
: 9781611975840 |
ISBN-13 |
: 1611975840 |
Rating |
: 4/5 (40 Downloads) |
Synopsis Advanced and Optimization Based Sliding Mode Control: Theory and Applications by : Antonella Ferrara
A compendium of the authors recently published results, this book discusses sliding mode control of uncertain nonlinear systems, with a particular emphasis on advanced and optimization based algorithms. The authors survey classical sliding mode control theory and introduce four new methods of advanced sliding mode control. They analyze classical theory and advanced algorithms, with numerical results complementing the theoretical treatment. Case studies examine applications of the algorithms to complex robotics and power grid problems. Advanced and Optimization Based Sliding Mode Control: Theory and Applications is the first book to systematize the theory of optimization based higher order sliding mode control and illustrate advanced algorithms and their applications to real problems. It presents systematic treatment of event-triggered and model based event-triggered sliding mode control schemes, including schemes in combination with model predictive control, and presents adaptive algorithms as well as algorithms capable of dealing with state and input constraints. Additionally, the book includes simulations and experimental results obtained by applying the presented control strategies to real complex systems. This book is suitable for students and researchers interested in control theory. It will also be attractive to practitioners interested in implementing the illustrated strategies. It is accessible to anyone with a basic knowledge of control engineering, process physics, and applied mathematics.
Author |
: R. Gamkrelidze |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 180 |
Release |
: 2013-03-09 |
ISBN-10 |
: 9781468473988 |
ISBN-13 |
: 1468473980 |
Rating |
: 4/5 (88 Downloads) |
Synopsis Principles of Optimal Control Theory by : R. Gamkrelidze
In the late 1950's, the group of Soviet mathematicians consisting of L. S. Pontryagin, V. G. Boltyanskii, R. V. Gamkrelidze, and E. F. Mishchenko made fundamental contributions to optimal control theory. Much of their work was collected in their monograph, The Mathematical Theory of Optimal Processes. Subsequently, Professor Gamkrelidze made further important contributions to the theory of necessary conditions for problems of optimal control and general optimization problems. In the present monograph, Professor Gamkrelidze presents his current view of the fundamentals of optimal control theory. It is intended for use in a one-semester graduate course or advanced undergraduate course. We are now making these ideas available in English to all those interested in optimal control theory. West Lafayette, Indiana, USA Leonard D. Berkovitz Translation Editor Vll Preface This book is based on lectures I gave at the Tbilisi State University during the fall of 1974. It contains, in essence, the principles of general control theory and proofs of the maximum principle and basic existence theorems of optimal control theory. Although the proofs of the basic theorems presented here are far from being the shortest, I think they are fully justified from the conceptual view point. In any case, the notions we introduce and the methods developed have one unquestionable advantage -they are constantly used throughout control theory, and not only for the proofs of the theorems presented in this book.
Author |
: Andrei A. Agrachev |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 440 |
Release |
: 2004-04-15 |
ISBN-10 |
: 3540210199 |
ISBN-13 |
: 9783540210191 |
Rating |
: 4/5 (99 Downloads) |
Synopsis Control Theory from the Geometric Viewpoint by : Andrei A. Agrachev
This book presents some facts and methods of Mathematical Control Theory treated from the geometric viewpoint. It is devoted to finite-dimensional deterministic control systems governed by smooth ordinary differential equations. The problems of controllability, state and feedback equivalence, and optimal control are studied. Some of the topics treated by the authors are covered in monographic or textbook literature for the first time while others are presented in a more general and flexible setting than elsewhere. Although being fundamentally written for mathematicians, the authors make an attempt to reach both the practitioner and the theoretician by blending the theory with applications. They maintain a good balance between the mathematical integrity of the text and the conceptual simplicity that might be required by engineers. It can be used as a text for graduate courses and will become most valuable as a reference work for graduate students and researchers.
Author |
: David G. Hull |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 402 |
Release |
: 2013-03-09 |
ISBN-10 |
: 9781475741803 |
ISBN-13 |
: 1475741804 |
Rating |
: 4/5 (03 Downloads) |
Synopsis Optimal Control Theory for Applications by : David G. Hull
The published material represents the outgrowth of teaching analytical optimization to aerospace engineering graduate students. To make the material available to the widest audience, the prerequisites are limited to calculus and differential equations. It is also a book about the mathematical aspects of optimal control theory. It was developed in an engineering environment from material learned by the author while applying it to the solution of engineering problems. One goal of the book is to help engineering graduate students learn the fundamentals which are needed to apply the methods to engineering problems. The examples are from geometry and elementary dynamical systems so that they can be understood by all engineering students. Another goal of this text is to unify optimization by using the differential of calculus to create the Taylor series expansions needed to derive the optimality conditions of optimal control theory.
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