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The Theory and Applications of Iteration Methods

2018-05-04 Science
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Release : 2018-05-04
Genre : Science
Kind : eBook
Book Rating : 984/5 ( reviews)

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Book Synopsis The Theory and Applications of Iteration Methods by : Ioannis K. Argyros

Download or read book The Theory and Applications of Iteration Methods written by Ioannis K. Argyros. This book was released on 2018-05-04. Available in PDF, EPUB and Kindle. Book excerpt: The Theory and Applications of Iteration Methods focuses on an abstract iteration scheme that consists of the recursive application of a point-to-set mapping. Each chapter presents new theoretical results and important applications in engineering, dynamic economic systems, and input-output systems. At the end of each chapter, case studies and numerical examples are presented from different fields of engineering and economics. Following an outline of general iteration schemes, the authors extend the discrete time-scale Liapunov theory to time-dependent, higher order, nonlinear difference equations. The monotone convergence to the solution is examined in and comparison theorems are proven . Results generalize well-known classical theorems, such as the contraction mapping principle, the lemma of Kantorovich, the famous Gronwall lemma, and the stability theorem of Uzawa. The book explores conditions for the convergence of special single- and two-step methods such as Newton's method, modified Newton's method, and Newton-like methods generated by point-to-point mappings in a Banach space setting. Conditions are examined for monotone convergence of Newton's methods and their variants. Students and professionals in engineering, the physical sciences, mathematics, and economics will benefit from the book's detailed examples, step-by-step explanations, and effective organization.

The Theory and Applications of Iteration Methods

2022-01-20 Mathematics
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Release : 2022-01-20
Genre : Mathematics
Kind : eBook
Book Rating : 750/5 ( reviews)

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Book Synopsis The Theory and Applications of Iteration Methods by : Ioannis K. Argyros

Download or read book The Theory and Applications of Iteration Methods written by Ioannis K. Argyros. This book was released on 2022-01-20. Available in PDF, EPUB and Kindle. Book excerpt: The theory and applications of Iteration Methods is a very fast-developing field of numerical analysis and computer methods. The second edition is completely updated and continues to present the state-of-the-art contemporary theory of iteration methods with practical applications, exercises, case studies, and examples of where and how they can be used. The Theory and Applications of Iteration Methods, Second Edition includes newly developed iteration methods taking advantage of the most recent technology (computers, robots, machines). It extends the applicability of well-established methods by increasing the convergence domain and offers sharper error tolerance. New proofs and ideas for handling convergence are introduced along with a new variety of story problems picked from diverse disciplines. This new edition is for researchers, practitioners, and students in engineering, economics, and computational sciences.

Applied Iterative Methods

2008 Mathematics
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Release : 2008
Genre : Mathematics
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Applied Iterative Methods by : Charles L. Byrne

Download or read book Applied Iterative Methods written by Charles L. Byrne. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of essays on iterative algorithms and their uses. It focuses on the mathematics of medical image reconstruction, with emphasis on Fourier inversion. The book discusses the problems and algorithms in the context of operators on finite-dimensional Euclidean space.

Iterative Methods and Their Dynamics with Applications

2017-07-12 Mathematics
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Release : 2017-07-12
Genre : Mathematics
Kind : eBook
Book Rating : 626/5 ( reviews)

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Book Synopsis Iterative Methods and Their Dynamics with Applications by : Ioannis Konstantinos Argyros

Download or read book Iterative Methods and Their Dynamics with Applications written by Ioannis Konstantinos Argyros. This book was released on 2017-07-12. Available in PDF, EPUB and Kindle. Book excerpt: Iterative processes are the tools used to generate sequences approximating solutions of equations describing real life problems. Intended for researchers in computational sciences and as a reference book for advanced computational method in nonlinear analysis, this book is a collection of the recent results on the convergence analysis of numerical algorithms in both finite-dimensional and infinite-dimensional spaces and presents several applications and connections with fixed point theory. It contains an abundant and updated bibliography and provides comparisons between various investigations made in recent years in the field of computational nonlinear analysis. The book also provides recent advancements in the study of iterative procedures and can be used as a source to obtain the proper method to use in order to solve a problem. The book assumes a basic background in Mathematical Statistics, Linear Algebra and Numerical Analysis and may be used as a self-study reference or as a supplementary text for an advanced course in Biosciences or Applied Sciences. Moreover, the newest techniques used to study the dynamics of iterative methods are described and used in the book and they are compared with the classical ones.

Convergence and Applications of Newton-type Iterations

2008-06-12 Mathematics
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Release : 2008-06-12
Genre : Mathematics
Kind : eBook
Book Rating : 434/5 ( reviews)

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Book Synopsis Convergence and Applications of Newton-type Iterations by : Ioannis K. Argyros

Download or read book Convergence and Applications of Newton-type Iterations written by Ioannis K. Argyros. This book was released on 2008-06-12. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is devoted to a comprehensive treatment of iterative methods for solving nonlinear equations with particular emphasis on semi-local convergence analysis. Theoretical results are applied to engineering, dynamic economic systems, input-output systems, nonlinear and linear differential equations, and optimization problems. Accompanied by many exercises, some with solutions, the book may be used as a supplementary text in the classroom for an advanced course on numerical functional analysis.

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