Analytic Perturbation Theory and Its Applications

Analytic Perturbation Theory and Its Applications
Title Analytic Perturbation Theory and Its Applications PDF eBook
Author Konstantin E. Avrachenkov
Publisher SIAM
Pages 384
Release 2013-12-11
Genre Mathematics
ISBN 1611973147

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Mathematical models are often used to describe complex phenomena such as climate change dynamics, stock market fluctuations, and the Internet. These models typically depend on estimated values of key parameters that determine system behavior. Hence it is important to know what happens when these values are changed. The study of single-parameter deviations provides a natural starting point for this analysis in many special settings in the sciences, engineering, and economics. The difference between the actual and nominal values of the perturbation parameter is small but unknown, and it is important to understand the asymptotic behavior of the system as the perturbation tends to zero. This is particularly true in applications with an apparent discontinuity in the limiting behavior?the so-called singularly perturbed problems. Analytic Perturbation Theory and Its Applications includes a comprehensive treatment of analytic perturbations of matrices, linear operators, and polynomial systems, particularly the singular perturbation of inverses and generalized inverses. It also offers original applications in Markov chains, Markov decision processes, optimization, and applications to Google PageRank? and the Hamiltonian cycle problem as well as input retrieval in linear control systems and a problem section in every chapter to aid in course preparation.

Analytic Perturbation Theory and Its Applications

Analytic Perturbation Theory and Its Applications
Title Analytic Perturbation Theory and Its Applications PDF eBook
Author Konstantin E. Avrachenkov
Publisher SIAM
Pages 384
Release 2013-12-11
Genre Mathematics
ISBN 1611973139

Download Analytic Perturbation Theory and Its Applications Book in PDF, Epub and Kindle

Mathematical models are often used to describe complex phenomena such as climate change dynamics, stock market fluctuations, and the Internet. These models typically depend on estimated values of key parameters that determine system behavior. Hence it is important to know what happens when these values are changed. The study of single-parameter deviations provides a natural starting point for this analysis in many special settings in the sciences, engineering, and economics. The difference between the actual and nominal values of the perturbation parameter is small but unknown, and it is important to understand the asymptotic behavior of the system as the perturbation tends to zero. This is particularly true in applications with an apparent discontinuity in the limiting behavior?the so-called singularly perturbed problems. Analytic Perturbation Theory and Its Applications includes a comprehensive treatment of analytic perturbations of matrices, linear operators, and polynomial systems, particularly the singular perturbation of inverses and generalized inverses. It also offers original applications in Markov chains, Markov decision processes, optimization, and applications to Google PageRank? and the Hamiltonian cycle problem as well as input retrieval in linear control systems and a problem section in every chapter to aid in course preparation.

Perturbation theory for linear operators

Perturbation theory for linear operators
Title Perturbation theory for linear operators PDF eBook
Author Tosio Kato
Publisher Springer Science & Business Media
Pages 610
Release 2013-06-29
Genre Mathematics
ISBN 3662126788

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Singular Perturbation Theory

Singular Perturbation Theory
Title Singular Perturbation Theory PDF eBook
Author R.S. Johnson
Publisher Springer Science & Business Media
Pages 305
Release 2005-12-28
Genre Technology & Engineering
ISBN 0387232176

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The importance of mathematics in the study of problems arising from the real world, and the increasing success with which it has been used to model situations ranging from the purely deterministic to the stochastic, is well established. The purpose of the set of volumes to which the present one belongs is to make available authoritative, up to date, and self-contained accounts of some of the most important and useful of these analytical approaches and techniques. Each volume provides a detailed introduction to a specific subject area of current importance that is summarized below, and then goes beyond this by reviewing recent contributions, and so serving as a valuable reference source. The progress in applicable mathematics has been brought about by the extension and development of many important analytical approaches and techniques, in areas both old and new, frequently aided by the use of computers without which the solution of realistic problems would otherwise have been impossible.

Algebraic Analysis of Singular Perturbation Theory

Algebraic Analysis of Singular Perturbation Theory
Title Algebraic Analysis of Singular Perturbation Theory PDF eBook
Author Takahiro Kawai
Publisher American Mathematical Soc.
Pages 148
Release 2005
Genre Mathematics
ISBN 9780821835470

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The topic of this book is the study of singular perturbations of ordinary differential equations, i.e., perturbations that represent solutions as asymptotic series rather than as analytic functions in a perturbation parameter. The main method used is the so-called WKB (Wentzel-Kramers-Brillouin) method, originally invented for the study of quantum-mechanical systems. The authors describe in detail the WKB method and its applications to the study of monodromy problems for Fuchsian differential equations and to the analysis of Painleve functions. This volume is suitable for graduate students and researchers interested in differential equations and special functions.

A First Look at Perturbation Theory

A First Look at Perturbation Theory
Title A First Look at Perturbation Theory PDF eBook
Author James G. Simmonds
Publisher Courier Corporation
Pages 162
Release 2013-07-04
Genre Mathematics
ISBN 0486315584

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Undergraduates in engineering and the physical sciences receive a thorough introduction to perturbation theory in this useful and accessible text. Students discover methods for obtaining an approximate solution of a mathematical problem by exploiting the presence of a small, dimensionless parameter — the smaller the parameter, the more accurate the approximate solution. Knowledge of perturbation theory offers a twofold benefit: approximate solutions often reveal the exact solution's essential dependence on specified parameters; also, some problems resistant to numerical solutions may yield to perturbation methods. In fact, numerical and perturbation methods can be combined in a complementary way. The text opens with a well-defined treatment of finding the roots of polynomials whose coefficients contain a small parameter. Proceeding to differential equations, the authors explain many techniques for handling perturbations that reorder the equations or involve an unbounded independent variable. Two disparate practical problems that can be solved efficiently with perturbation methods conclude the volume. Written in an informal style that moves from specific examples to general principles, this elementary text emphasizes the "why" along with the "how"; prerequisites include a knowledge of one-variable calculus and ordinary differential equations. This newly revised second edition features an additional appendix concerning the approximate evaluation of integrals.

Methods and Applications of Singular Perturbations

Methods and Applications of Singular Perturbations
Title Methods and Applications of Singular Perturbations PDF eBook
Author Ferdinand Verhulst
Publisher Springer Science & Business Media
Pages 332
Release 2006-06-04
Genre Mathematics
ISBN 0387283137

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Contains well-chosen examples and exercises A student-friendly introduction that follows a workbook type approach