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Finite approximations in discrete-time stochastic control :, Saldi, Naci.


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Автор: Saldi, Naci.
Название:  Finite approximations in discrete-time stochastic control :
ISBN: 9783319790329
Издательство: Springer
Классификация:







ISBN-10: 3319790323
Обложка/Формат: Hardcover
Страницы: 198
Вес: 0.48 кг.
Дата издания: 16.08.2018
Серия: Systems & control: foundations & applications
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 6 illustrations, black and white; vii, 198 p. 6 illus.
Размер: 234 x 156 x 13
Читательская аудитория: Professional & vocational
Подзаголовок: Quantized models and asymptotic optimality
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:
In a unified form, this monograph presents fundamental results on the approximation of centralized and decentralized stochastic control problems, with uncountable state, measurement, and action spaces. It demonstrates how quantization provides a system-independent and constructive method for the reduction of a system with Borel spaces to one with finite state, measurement, and action spaces. In addition to this constructive view, the book considers both the information transmission approach for discretization of actions, and the computational approach for discretization of states and actions. Part I of the text discusses Markov decision processes and their finite-state or finite-action approximations, while Part II builds from there to finite approximations in decentralized stochastic control problems.
This volume is perfect for researchers and graduate students interested in stochastic controls. With the tools presented, readers will be able to establish the convergence of approximation models to original models and the methods are general enough that researchers can build corresponding approximation results, typically with no additional assumptions.

Дополнительное описание: Introduction and Summary.- Part I: Finite Model Approximations in Stochastic Control.- Prelude to Part I.- Finite Action Approximation of Markov Decision Processes.- Finite-State Approximation of Markov Decision Processes.- Approximations for Partially Ob



Yosida Approximations of Stochastic Differential Equations in Infinite Dimensions and Applications

Автор: Govindan
Название: Yosida Approximations of Stochastic Differential Equations in Infinite Dimensions and Applications
ISBN: 3319456822 ISBN-13(EAN): 9783319456829
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This research monograph brings together, for the first time, the varied literature on Yosida approximations of stochastic differential equations (SDEs) in infinite dimensions and their applications into a single cohesive work. The author provides a clear and systematic introduction to the Yosida approximation method and justifies its power by presenting its applications in some practical topics such as stochastic stability and stochastic optimal control. The theory assimilated spans more than 35 years of mathematics, but is developed slowly and methodically in digestible pieces.The book begins with a motivational chapter that introduces the reader to several different models that play recurring roles throughout the book as the theory is unfolded, and invites readers from different disciplines to see immediately that the effort required to work through the theory that follows is worthwhile. From there, the author presents the necessary prerequisite material, and then launches the reader into the main discussion of the monograph, namely, Yosida approximations of SDEs, Yosida approximations of SDEs with Poisson jumps, and their applications. Most of the results considered in the main chapters appear for the first time in a book form, and contain illustrative examples on stochastic partial differential equations. The key steps are included in all proofs, especially the various estimates, which help the reader to get a true feel for the theory of Yosida approximations and their use.This work is intended for researchers and graduate students in mathematics specializing in probability theory and will appeal to numerical analysts, engineers, physicists and practitioners in finance who want to apply the theory of stochastic evolution equations. Since the approach is based mainly in semigroup theory, it is amenable to a wide audience including non-specialists in stochastic processes.

Adaptive Algorithms and Stochastic Approximations

Автор: Albert Benveniste; S.S. Wilson; Michel Metivier; P
Название: Adaptive Algorithms and Stochastic Approximations
ISBN: 3642758967 ISBN-13(EAN): 9783642758966
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Adaptive systems are widely encountered in many applications ranging through adaptive filtering and more generally adaptive signal processing, systems identification and adaptive control, to pattern recognition and machine intelligence: adaptation is now recognised as keystone of "intelligence" within computerised systems.

Normal Approximations with Malliavin Calculus

Автор: Nourdin
Название: Normal Approximations with Malliavin Calculus
ISBN: 1107017777 ISBN-13(EAN): 9781107017771
Издательство: Cambridge Academ
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Цена: 11880.00 р.
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Описание: This book studies normal approximations by means of two powerful probabilistic techniques: the Malliavin calculus and Stein`s method. Largely self-contained it is perfect for self-study and will appeal both to researchers and to graduate students in probability and statistics.

Multi-Band Effective Mass Approximations

Автор: Matthias Ehrhardt; Thomas Koprucki
Название: Multi-Band Effective Mass Approximations
ISBN: 3319014269 ISBN-13(EAN): 9783319014265
Издательство: Springer
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Цена: 13275.00 р.
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Описание:

Introduction.- Part I: Physical Models.- Part II: Numerical Methods.- Part III: Applications.- Part IV: Advanced Mathematical Topics.

Perturbations, Approximations and Sensitivity Analysis of Optimal Control Systems

Автор: A. L. Dontchev
Название: Perturbations, Approximations and Sensitivity Analysis of Optimal Control Systems
ISBN: 3540124632 ISBN-13(EAN): 9783540124634
Издательство: Springer
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Цена: 12157.00 р.
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Linear, Time-varying Approximations to Nonlinear Dynamical Systems

Автор: Maria Tomas-Rodriguez; Stephen P. Banks
Название: Linear, Time-varying Approximations to Nonlinear Dynamical Systems
ISBN: 184996100X ISBN-13(EAN): 9781849961004
Издательство: Springer
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Цена: 25853.00 р.
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Описание: A new technique for analysing and controlling nonlinear systems is introduced in this book. Although the methods outlined are novel, they can be simply implemented using pre-existing and widely known classical control ideas.

Intelligent Comparisons II: Operator Inequalities and Approximations

Автор: George A. Anastassiou
Название: Intelligent Comparisons II: Operator Inequalities and Approximations
ISBN: 3319514741 ISBN-13(EAN): 9783319514741
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This compact book focuses on self-adjoint operators` well-known named inequalities and Korovkin approximation theory, both in a Hilbert space environment. As such, the book offers a valuable resource for researchers and graduate students alike, as well as a key addition to all science and engineering libraries.

Multi-Band Effective Mass Approximations

Автор: Matthias Ehrhardt; Thomas Koprucki
Название: Multi-Band Effective Mass Approximations
ISBN: 3319348825 ISBN-13(EAN): 9783319348827
Издательство: Springer
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Цена: 13275.00 р.
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Описание:

Introduction.- Part I: Physical Models.- Part II: Numerical Methods.- Part III: Applications.- Part IV: Advanced Mathematical Topics.

Probability Approximations via the Poisson Clumping Heuristic

Автор: David Aldous
Название: Probability Approximations via the Poisson Clumping Heuristic
ISBN: 0387968997 ISBN-13(EAN): 9780387968995
Издательство: Springer
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Цена: 18167.00 р.
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Описание: If you place a large number of points randomly in the unit square, what is the distribution of the radius of the largest circle containing no points? If cars on a freeway move with constant speed (random from car to car), what is the longest stretch of empty road you will see during a long journey?

Relations, Bounds and Approximations for Order Statistics

Автор: Barry C. Arnold; Narayanaswamy Balakrishnan
Название: Relations, Bounds and Approximations for Order Statistics
ISBN: 0387969756 ISBN-13(EAN): 9780387969756
Издательство: Springer
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Цена: 16070.00 р.
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Описание: Balakrishnan Hamilton, Ontario Canada November, 1988 Table of Contents Chapter 1: TIlE DISTRIBUTION OF ORDER STATISTICS Exercises 4 Chapter 2: RECURRENCE RELATIONS AND IDENTITIES FOR ORDER STATISTICS 2. Results for two related populations 2. Results for exchangeable variates 23 25 Exercises Chapter 3: BOUNDS ON EXPECTATIONS OF ORDER STATISTICS 3.

Hausdorff Approximations

Автор: Bl. Sendov; Gerald Beer
Название: Hausdorff Approximations
ISBN: 0792309014 ISBN-13(EAN): 9780792309017
Издательство: Springer
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Цена: 15372.00 р.
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Описание: 'Et moi, ..., si j'avait su comment en revenir, One service mathematics has rendered the je n'y serais point a1Ie.' human race. It has put common sense back Jules Verne where it belongs, on the topmost shelf next to the dusty canister labelled 'discarded non- The series is divergent; therefore we may be sense'. able to do something with it. Eric T. Bell O. Heaviside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non- linearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service topology has rendered mathematical physics .. .'; 'One service logic has rendered com- puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d'etre of this series.

Pade Approximations and its Applications

Автор: H. Werner; H.J. B?nger
Название: Pade Approximations and its Applications
ISBN: 354013364X ISBN-13(EAN): 9783540133643
Издательство: Springer
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Цена: 4884.00 р.
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