Interval analysis : and automatic result verification
This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through man...
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Main Author | |
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Format | eBook Book |
Language | English |
Published |
Berlin
De Gruyter
2017
Walter de Gruyter GmbH |
Edition | 1 |
Series | De Gruyter Studies in Mathematics |
Subjects | |
Online Access | Get full text |
ISBN | 9783110500639 3110500639 3110498057 9783110498059 |
DOI | 10.1515/9783110499469 |
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Abstract | This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through many examples and exercises, and guides the reader from the basics of the theory to current research topics in the mathematics of computation. Contents * * Preliminaries * Real intervals * Interval vectors, interval matrices * Expressions, P -contraction, ? -inflation * Linear systems of equations * Nonlinear systems of equations * Eigenvalue problems * Automatic differentiation * Complex intervals * |
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AbstractList | This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through many examples and exercises, and guides the reader from the basics of the theory to current research topics in the mathematics of computation. Contents Preliminaries Real intervals Interval vectors, interval matrices Expressions, P-contraction, ε-inflation Linear systems of equations Nonlinear systems of equations Eigenvalue problems Automatic differentiation Complex intervals This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through many examples and exercises, and guides the reader from the basics of the theory to current research topics in the mathematics of computation. Contents Preliminaries Real intervals Interval vectors, interval matrices Expressions, P-contraction, e-inflation Linear systems of equations Nonlinear systems of equations Eigenvalue problems Automatic differentiation Complex intervals This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through many examples and exercises, and guides the reader from the basics of the theory to current research topics in the mathematics of computation. Contents * * Preliminaries * Real intervals * Interval vectors, interval matrices * Expressions, P -contraction, ? -inflation * Linear systems of equations * Nonlinear systems of equations * Eigenvalue problems * Automatic differentiation * Complex intervals * The series is devoted to the publication of monographs and high-level textbooks in mathematics, mathematical methods and their applications. Apart from covering important areas of current interest, a major aim is to make topics of an interdisciplinary nature accessible to the non-specialist. The works in this series are addressed to advanced students and researchers in mathematics and theoretical physics. In addition, it can serve as a guide for lectures and seminars on a graduate level. The series de Gruyter Studies in Mathematics was founded ca. 30 years ago by the late Professor Heinz Bauer and Professor Peter Gabriel with the aim to establish a series of monographs and textbooks of high standard, written by scholars with an international reputation presenting current fields of research in pure and applied mathematics. While the editorial board of the Studies has changed with the years, the aspirations of the Studies are unchanged. In times of rapid growth of mathematical knowledge carefully written monographs and textbooks written by experts are needed more than ever, not least to pave the way for the next generation of mathematicians. In this sense the editorial board and the publisher of the Studies are devoted to continue the Studies as a service to the mathematical community. Please submit any book proposals to Niels Jacob. This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has steadily increased over the past many years. The author, an expert in the field, gently presents the theory of interval analysis through many examples and exercises, and guides the reader from the basics of the theory to current research topics in the mathematics of computation. |
Author | Mayer, Günter |
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Snippet | This self-contained text is a step-by-step introduction and a complete overview of interval computation and result verification, a subject whose importance has... The series is devoted to the publication of monographs and high-level textbooks in mathematics, mathematical methods and their applications. Apart from... |
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SubjectTerms | Automatische Differentiation Computerarithmetik Interval analysis (Mathematics) Intervalalgebra Intervalanalyse MATHEMATICS MATHEMATICS / Numerical Analysis Richrigkeit von Ergebnissen |
TableOfContents | F The symmetric solution set -- G INTLAB -- Bibliography -- Symbol Index -- Author Index -- Subject Index Intro -- Preface -- Contents -- 1 Preliminaries -- 1.1 Notations and basic definitions -- 1.2 Metric spaces -- 1.3 Normed linear spaces -- 1.4 Polynomials -- 1.5 Zeros and fixed points of functions -- 1.6 Mean value theorems -- 1.7 Normal forms of matrices -- 1.8 Eigenvalues -- 1.9 Nonnegative matrices -- 1.10 Particular matrices -- 2 Real intervals -- 2.1 Intervals, partial ordering -- 2.2 Interval arithmetic -- 2.3 Algebraic properties, χ -function -- 2.4 Auxiliary functions -- 2.5 Distance and topology -- 2.6 Elementary interval functions -- 2.7 Machine interval arithmetic -- 3 Interval vectors, interval matrices -- 3.1 Basics -- 3.2 Powers of interval matrices -- 3.3 Particular interval matrices -- 4 Expressions, P-contraction, ε-inflation -- 4.1 Expressions, range -- 4.2 P-contraction -- 4.3 ε-inflation -- 5 Linear systems of equations -- 5.1 Motivation -- 5.2 Solution sets -- 5.3 Interval hull -- 5.4 Direct methods -- 5.5 Iterative methods -- 6 Nonlinear systems of equations -- 6.1 Newton method - one-dimensional case -- 6.2 Newton method - multidimensional case -- 6.3 Krawczyk method -- 6.4 Hansen-Sengupta method -- 6.5 Further existence tests -- 6.6 Bisection method -- 7 Eigenvalue problems -- 7.1 Quadratic systems -- 7.2 A Krawczyk-like method -- 7.3 Lohner method -- 7.4 Double or nearly double eigenvalues -- 7.5 The generalized eigenvalue problem -- 7.6 A method due to Behnke -- 7.7 Verification of singular values -- 7.8 An inverse eigenvalue problem -- 8 Automatic differentiation -- 8.1 Forward mode -- 8.2 Backward mode -- 9 Complex intervals -- 9.1 Rectangular complex intervals -- 9.2 Circular complex intervals -- 9.3 Applications of complex intervals -- Final Remarks -- Appendix -- A Jordan normal form -- B Brouwer's fixed point theorem -- C Theorem of Newton-Kantorovich -- D The row cyclic Jacobi method -- E The CORDIC Algorithm 1. Preliminaries -- C. Proof of the Newton–Kantorovich Theorem -- Contents -- 3. Interval vectors, interval matrices -- Subject Index Preface -- Final Remarks -- A. Proof of the Jordan normal form -- 2. Real intervals -- E. The CORDIC algorithm -- D. Convergence proof of the row cyclic Jacobi method -- F. The symmetric solution set – a proof of Theorem 5.2.6 -- 8. Automatic differentiation -- 4. Expressions, P-contraction, ε-inflation -- Bibliography -- G. A short introduction to INTLAB -- 6. Nonlinear systems of equations -- 9. Complex intervals -- 7. Eigenvalue problems and related ones -- Symbol Index -- B. Two elementary proofs of Brouwer’s fixed point theorem -- Author Index -- 5. Linear systems of equations -- Frontmatter -- Appendix -- |
Title | Interval analysis : and automatic result verification |
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