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Dynamical Inverse Problems of Distributed Systems

Dynamical Inverse Problems of Distributed Systems
Author: Vyacheslav I. Maksimov
Publisher: Walter de Gruyter GmbH & Co KG
Total Pages: 280
Release: 2014-07-24
Genre: Mathematics
ISBN: 3110944839

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This monograph deals with problems of dynamical reconstruction of unknown variable characteristics (distributed or boundary disturbances, coefficients of operator etc.) for various classes of systems with distributed parameters (parabolic and hyperbolic equations, evolutionary variational inequalities etc.).


A Unified Framework for Approximation in Inverse Problems for Distributed Parameter Systems

A Unified Framework for Approximation in Inverse Problems for Distributed Parameter Systems
Author: H. T. Banks
Publisher:
Total Pages: 42
Release: 1988
Genre: Distributed parameter systems
ISBN:

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A theoretical framework can be used to treat approximation techniques for very general classes of parameter estimation problems involving distributed systems that are either first or second order in time. Using the approach developed, one can obtain both convergence and stability (continuous dependence of parameter estimates with respect to the observations) under very weak regularity and compactness assumptions on the set of admissible parameters. This unified theory can be used for many problems found in the recent literature and in many cases offers significant improvements to existing results. Keywords: Approximation; Parameter estimation; Partial differential equations.


Estimation Techniques for Distributed Parameter Systems

Estimation Techniques for Distributed Parameter Systems
Author: H.T. Banks
Publisher: Springer Science & Business Media
Total Pages: 328
Release: 2012-12-06
Genre: Science
ISBN: 1461237009

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The research detailed in this monograph was originally motivated by our interest in control problems involving partial and delay differential equations. Our attempts to apply control theory techniques to such prob lems in several areas of science convinced us that in the need for better and more detailed models of distributed/ continuum processes in biology and mechanics lay a rich, interesting, and challenging class of fundamen tal questions. These questions, which involve science and mathematics, are typical of those arising in inverse or parameter estimation problems. Our efforts on inverse problems for distributed parameter systems, which are infinite dimensional in the most common realizations, began about seven years ago at a time when rapid advances in computing capabilities and availability held promise for significant progress in the development of a practically useful as well as theoretically sound methodology for such problems. Much of the research reported in our presentation was not begun when we outlined the plans for this monograph some years ago. By publishing this monograph now, when only a part of the originally intended topics are covered (see Chapter VII in this respect), we hope to stimulate the research and interest of others in an area of scientific en deavor which has exceeded even our optimistic expectations with respect to excitement, opportunity, and stimulation. The computer revolution alluded to above and the development of new codes allow one to solve rather routinely certain estimation problems that would have been out of the question ten years ago.


Parameter Estimation and Inverse Problems

Parameter Estimation and Inverse Problems
Author: Richard C. Aster
Publisher: Elsevier
Total Pages: 404
Release: 2018-10-16
Genre: Science
ISBN: 0128134232

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Parameter Estimation and Inverse Problems, Third Edition, is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who do not have an extensive mathematical background. The book is complemented by a companion website that includes MATLAB codes that correspond to examples that are illustrated with simple, easy to follow problems that illuminate the details of particular numerical methods. Updates to the new edition include more discussions of Laplacian smoothing, an expansion of basis function exercises, the addition of stochastic descent, an improved presentation of Fourier methods and exercises, and more. Features examples that are illustrated with simple, easy to follow problems that illuminate the details of a particular numerical method Includes an online instructor’s guide that helps professors teach and customize exercises and select homework problems Covers updated information on adjoint methods that are presented in an accessible manner


Advanced Mechatronics

Advanced Mechatronics
Author: Dan S. Necsulescu
Publisher: World Scientific
Total Pages: 342
Release: 2009
Genre: Technology & Engineering
ISBN: 9812771816

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Presents issues regarding remote measurements and indirect monitoring and control of distributed systems in the general framework of ill-posed inverse problems. This book provides an overview of the main results in the inverse problem theory. It offers a presentation of basic results in discrete inverse theory.