Matlab Programming For Numerical Analysis

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MATLAB Programming for Numerical Analysis

Cesar Lopez
MATLAB Programming for Numerical Analysis Book PDF

Author : Cesar Lopez
Publisher : Apress
Page : 238 pages
File Size : 42,7 Mb
Release : 2014-09-22
Category : Computers
ISBN : 9781484202951

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MATLAB Programming for Numerical Analysis by Cesar Lopez Pdf

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java. Programming MATLAB for Numerical Analysis introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. You will first become familiar with the MATLAB environment, and then you will begin to harness the power of MATLAB. You will learn the MATLAB language, starting with an introduction to variables, and how to manipulate numbers, vectors, matrices, arrays and character strings. You will learn about MATLAB’s high-precision capabilities, and how you can use MATLAB to solve problems, making use of arithmetic, relational and logical operators in combination with the common functions and operations of real and complex analysis and linear algebra. You will learn to implement various numerical methods for optimization, interpolation and solving non-linear equations. You will discover how MATLAB can solve problems in differential and integral calculus, both numerically and symbolically, including techniques for solving ordinary and partial differential equations, and how to graph the solutions in brilliant high resolution. You will then expand your knowledge of the MATLAB language by learning how to use commands which enable you to investigate the convergence of sequences and series, and explore continuity and other analytical features of functions in one and several variables.

Numerical Computing with MATLAB

Cleve B. Moler
Numerical Computing with MATLAB Book PDF

Author : Cleve B. Moler
Publisher : SIAM
Page : 340 pages
File Size : 47,7 Mb
Release : 2010-08-12
Category : Computers
ISBN : 9780898716603

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Numerical Computing with MATLAB by Cleve B. Moler Pdf

A revised textbook for introductory courses in numerical methods, MATLAB and technical computing, which emphasises the use of mathematical software.

An Introduction to Programming and Numerical Methods in MATLAB

Steve Otto,James P. Denier
An Introduction to Programming and Numerical Methods in MATLAB Book PDF

Author : Steve Otto,James P. Denier
Publisher : Springer Science & Business Media
Page : 469 pages
File Size : 47,9 Mb
Release : 2005-12-06
Category : Mathematics
ISBN : 9781846281334

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An Introduction to Programming and Numerical Methods in MATLAB by Steve Otto,James P. Denier Pdf

An elementary first course for students in mathematics and engineering Practical in approach: examples of code are provided for students to debug, and tasks – with full solutions – are provided at the end of each chapter Includes a glossary of useful terms, with each term supported by an example of the syntaxes commonly encountered

An Introduction to MATLAB® Programming and Numerical Methods for Engineers

Timmy Siauw,Alexandre Bayen
An Introduction to MATLAB Programming and Numerical Methods for Engineers Book PDF

Author : Timmy Siauw,Alexandre Bayen
Publisher : Academic Press
Page : 339 pages
File Size : 40,5 Mb
Release : 2014-04-05
Category : Computers
ISBN : 9780127999142

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An Introduction to MATLAB® Programming and Numerical Methods for Engineers by Timmy Siauw,Alexandre Bayen Pdf

Assuming no prior background in linear algebra or real analysis, An Introduction to MATLAB® Programming and Numerical Methods for Engineers enables you to develop good computational problem solving techniques through the use of numerical methods and the MATLAB® programming environment. Part One introduces fundamental programming concepts, using simple examples to put new concepts quickly into practice. Part Two covers the fundamentals of algorithms and numerical analysis at a level allowing you to quickly apply results in practical settings. Tips, warnings, and "try this" features within each chapter help the reader develop good programming practices Chapter summaries, key terms, and functions and operators lists at the end of each chapter allow for quick access to important information At least three different types of end of chapter exercises — thinking, writing, and coding — let you assess your understanding and practice what you've learned

Applied Numerical Methods Using MATLAB

Won Y. Yang,Wenwu Cao,Tae-Sang Chung,John Morris
Applied Numerical Methods Using MATLAB Book PDF

Author : Won Y. Yang,Wenwu Cao,Tae-Sang Chung,John Morris
Publisher : John Wiley & Sons
Page : 526 pages
File Size : 53,6 Mb
Release : 2005-05-20
Category : Mathematics
ISBN : 9780471705185

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Applied Numerical Methods Using MATLAB by Won Y. Yang,Wenwu Cao,Tae-Sang Chung,John Morris Pdf

In recent years, with the introduction of new media products, there has been a shift in the use of programming languages from FORTRAN or C to MATLAB for implementing numerical methods. This book makes use of the powerful MATLAB software to avoid complex derivations, and to teach the fundamental concepts using the software to solve practical problems. Over the years, many textbooks have been written on the subject of numerical methods. Based on their course experience, the authors use a more practical approach and link every method to real engineering and/or science problems. The main benefit is that engineers don't have to know the mathematical theory in order to apply the numerical methods for solving their real-life problems. An Instructor's Manual presenting detailed solutions to all the problems in the book is available online.

Numerical Methods

George Lindfield,John Penny
Numerical Methods Book PDF

Author : George Lindfield,John Penny
Publisher : Academic Press
Page : 608 pages
File Size : 47,6 Mb
Release : 2018-10-10
Category : Mathematics
ISBN : 9780128123706

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Numerical Methods by George Lindfield,John Penny Pdf

The fourth edition of Numerical Methods Using MATLAB® provides a clear and rigorous introduction to a wide range of numerical methods that have practical applications. The authors’ approach is to integrate MATLAB® with numerical analysis in a way which adds clarity to the numerical analysis and develops familiarity with MATLAB®. MATLAB® graphics and numerical output are used extensively to clarify complex problems and give a deeper understanding of their nature. The text provides an extensive reference providing numerous useful and important numerical algorithms that are implemented in MATLAB® to help researchers analyze a particular outcome. By using MATLAB® it is possible for the readers to tackle some large and difficult problems and deepen and consolidate their understanding of problem solving using numerical methods. Many worked examples are given together with exercises and solutions to illustrate how numerical methods can be used to study problems that have applications in the biosciences, chaos, optimization and many other fields. The text will be a valuable aid to people working in a wide range of fields, such as engineering, science and economics. Features many numerical algorithms, their fundamental principles, and applications Includes new sections introducing Simulink, Kalman Filter, Discrete Transforms and Wavelet Analysis Contains some new problems and examples Is user-friendly and is written in a conversational and approachable style Contains over 60 algorithms implemented as MATLAB® functions, and over 100 MATLAB® scripts applying numerical algorithms to specific examples

Numerical Methods with Worked Examples: Matlab Edition

C. Woodford,C. Phillips
Numerical Methods with Worked Examples Matlab Edition Book PDF

Author : C. Woodford,C. Phillips
Publisher : Springer Science & Business Media
Page : 259 pages
File Size : 54,8 Mb
Release : 2011-09-08
Category : Mathematics
ISBN : 9789400713666

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Numerical Methods with Worked Examples: Matlab Edition by C. Woodford,C. Phillips Pdf

This book is for students following an introductory course in numerical methods, numerical techniques or numerical analysis. It introduces MATLAB as a computing environment for experimenting with numerical methods. It approaches the subject from a pragmatic viewpoint; theory is kept at a minimum commensurate with comprehensive coverage of the subject and it contains abundant worked examples which provide easy understanding through a clear and concise theoretical treatment. This edition places even greater emphasis on ‘learning by doing’ than the previous edition. Fully documented MATLAB code for the numerical methods described in the book will be available as supplementary material to the book on http://extras.springer.com

Practical Numerical and Scientific Computing with MATLAB® and Python

Eihab B. M. Bashier
Practical Numerical and Scientific Computing with MATLAB and Python Book PDF

Author : Eihab B. M. Bashier
Publisher : CRC Press
Page : 349 pages
File Size : 47,7 Mb
Release : 2020-03-18
Category : Computers
ISBN : 9780429666827

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Practical Numerical and Scientific Computing with MATLAB® and Python by Eihab B. M. Bashier Pdf

Practical Numerical and Scientific Computing with MATLAB® and Python concentrates on the practical aspects of numerical analysis and linear and non-linear programming. It discusses the methods for solving different types of mathematical problems using MATLAB and Python. Although the book focuses on the approximation problem rather than on error analysis of mathematical problems, it provides practical ways to calculate errors. The book is divided into three parts, covering topics in numerical linear algebra, methods of interpolation, numerical differentiation and integration, solutions of differential equations, linear and non-linear programming problems, and optimal control problems. This book has the following advantages: It adopts the programming languages, MATLAB and Python, which are widely used among academics, scientists, and engineers, for ease of use and contain many libraries covering many scientific and engineering fields. It contains topics that are rarely found in other numerical analysis books, such as ill-conditioned linear systems and methods of regularization to stabilize their solutions, nonstandard finite differences methods for solutions of ordinary differential equations, and the computations of the optimal controls. It provides a practical explanation of how to apply these topics using MATLAB and Python. It discusses software libraries to solve mathematical problems, such as software Gekko, pulp, and pyomo. These libraries use Python for solutions to differential equations and static and dynamic optimization problems. Most programs in the book can be applied in versions prior to MATLAB 2017b and Python 3.7.4 without the need to modify these programs. This book is aimed at newcomers and middle-level students, as well as members of the scientific community who are interested in solving math problems using MATLAB or Python.

Numerical Methods using MATLAB

Abhishek Gupta
Numerical Methods using MATLAB Book PDF

Author : Abhishek Gupta
Publisher : Apress
Page : 147 pages
File Size : 43,8 Mb
Release : 2015-01-05
Category : Computers
ISBN : 9781484201541

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Numerical Methods using MATLAB by Abhishek Gupta Pdf

Numerical Methods with MATLAB provides a highly-practical reference work to assist anyone working with numerical methods. A wide range of techniques are introduced, their merits discussed and fully working MATLAB code samples supplied to demonstrate how they can be coded and applied. Numerical methods have wide applicability across many scientific, mathematical, and engineering disciplines and are most often employed in situations where working out an exact answer to the problem by another method is impractical. Numerical Methods with MATLAB presents each topic in a concise and readable format to help you learn fast and effectively. It is not intended to be a reference work to the conceptual theory that underpins the numerical methods themselves. A wide range of reference works are readily available to supply this information. If, however, you want assistance in applying numerical methods then this is the book for you.

An Introduction to Numerical Methods Using MATLAB

K. Akbar Ansari,Bonni Dichone
An Introduction to Numerical Methods Using MATLAB Book PDF

Author : K. Akbar Ansari,Bonni Dichone
Publisher : SDC Publications
Page : 368 pages
File Size : 48,7 Mb
Release : 2019
Category : Computers
ISBN : 9781630572457

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An Introduction to Numerical Methods Using MATLAB by K. Akbar Ansari,Bonni Dichone Pdf

An Introduction to Numerical Methods using MATLAB is designed to be used in any introductory level numerical methods course. It provides excellent coverage of numerical methods while simultaneously demonstrating the general applicability of MATLAB to problem solving. This textbook also provides a reliable source of reference material to practicing engineers, scientists, and students in other junior and senior-level courses where MATLAB can be effectively utilized as a software tool in problem solving. The principal goal of this book is to furnish the background needed to generate numerical solutions to a variety of problems. Specific applications involving root-finding, interpolation, curve-fitting, matrices, derivatives, integrals and differential equations are discussed and the broad applicability of MATLAB demonstrated. This book employs MATLAB as the software and programming environment and provides the user with powerful tools in the solution of numerical problems. Although this book is not meant to be an exhaustive treatise on MATLAB, MATLAB solutions to problems are systematically developed and included throughout the book. MATLAB files and scripts are generated, and examples showing the applicability and use of MATLAB are presented throughout the book. Wherever appropriate, the use of MATLAB functions offering shortcuts and alternatives to otherwise long and tedious numerical solutions is also demonstrated. At the end of every chapter a set of problems is included covering the material presented. A solutions manual to these exercises is available to instructors.

An Introduction to Numerical Methods

Abdelwahab Kharab,Ronald Guenther
An Introduction to Numerical Methods Book PDF

Author : Abdelwahab Kharab,Ronald Guenther
Publisher : CRC Press
Page : 447 pages
File Size : 42,9 Mb
Release : 2018-09-05
Category : Mathematics
ISBN : 9781351605915

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An Introduction to Numerical Methods by Abdelwahab Kharab,Ronald Guenther Pdf

Previous editions of this popular textbook offered an accessible and practical introduction to numerical analysis. An Introduction to Numerical Methods: A MATLAB® Approach, Fourth Edition continues to present a wide range of useful and important algorithms for scientific and engineering applications. The authors use MATLAB to illustrate each numerical method, providing full details of the computed results so that the main steps are easily visualized and interpreted. This edition also includes a new chapter on Dynamical Systems and Chaos. Features Covers the most common numerical methods encountered in science and engineering Illustrates the methods using MATLAB Presents numerous examples and exercises, with selected answers at the back of the book

Numerical and Analytical Methods with MATLAB

William Bober,Chi-Tay Tsai,Oren Masory
Numerical and Analytical Methods with MATLAB Book PDF

Author : William Bober,Chi-Tay Tsai,Oren Masory
Publisher : CRC Press
Page : 488 pages
File Size : 49,9 Mb
Release : 2009-08-11
Category : Mathematics
ISBN : 9781420093575

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Numerical and Analytical Methods with MATLAB by William Bober,Chi-Tay Tsai,Oren Masory Pdf

Numerical and Analytical Methods with MATLAB presents extensive coverage of the MATLAB programming language for engineers. It demonstrates how the built-in functions of MATLAB can be used to solve systems of linear equations, ODEs, roots of transcendental equations, statistical problems, optimization problems, control systems problem

Numerical Methods in Finance and Economics

Paolo Brandimarte
Numerical Methods in Finance and Economics Book PDF

Author : Paolo Brandimarte
Publisher : John Wiley & Sons
Page : 501 pages
File Size : 41,9 Mb
Release : 2013-06-06
Category : Mathematics
ISBN : 9781118625576

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Numerical Methods in Finance and Economics by Paolo Brandimarte Pdf

A state-of-the-art introduction to the powerful mathematical and statistical tools used in the field of finance The use of mathematical models and numerical techniques is a practice employed by a growing number of applied mathematicians working on applications in finance. Reflecting this development, Numerical Methods in Finance and Economics: A MATLAB?-Based Introduction, Second Edition bridges the gap between financial theory and computational practice while showing readers how to utilize MATLAB?--the powerful numerical computing environment--for financial applications. The author provides an essential foundation in finance and numerical analysis in addition to background material for students from both engineering and economics perspectives. A wide range of topics is covered, including standard numerical analysis methods, Monte Carlo methods to simulate systems affected by significant uncertainty, and optimization methods to find an optimal set of decisions. Among this book's most outstanding features is the integration of MATLAB?, which helps students and practitioners solve relevant problems in finance, such as portfolio management and derivatives pricing. This tutorial is useful in connecting theory with practice in the application of classical numerical methods and advanced methods, while illustrating underlying algorithmic concepts in concrete terms. Newly featured in the Second Edition: * In-depth treatment of Monte Carlo methods with due attention paid to variance reduction strategies * New appendix on AMPL in order to better illustrate the optimization models in Chapters 11 and 12 * New chapter on binomial and trinomial lattices * Additional treatment of partial differential equations with two space dimensions * Expanded treatment within the chapter on financial theory to provide a more thorough background for engineers not familiar with finance * New coverage of advanced optimization methods and applications later in the text Numerical Methods in Finance and Economics: A MATLAB?-Based Introduction, Second Edition presents basic treatments and more specialized literature, and it also uses algebraic languages, such as AMPL, to connect the pencil-and-paper statement of an optimization model with its solution by a software library. Offering computational practice in both financial engineering and economics fields, this book equips practitioners with the necessary techniques to measure and manage risk.

An Introduction to Programming and Numerical Methods in MATLAB

Stephen Robert Otto,James P. Denier
An Introduction to Programming and Numerical Methods in MATLAB Book PDF

Author : Stephen Robert Otto,James P. Denier
Publisher : Springer Science & Business Media
Page : 486 pages
File Size : 42,7 Mb
Release : 2005-05-03
Category : Business & Economics
ISBN : 1852339195

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An Introduction to Programming and Numerical Methods in MATLAB by Stephen Robert Otto,James P. Denier Pdf

An elementary first course for students in mathematics and engineering Practical in approach: examples of code are provided for students to debug, and tasks – with full solutions – are provided at the end of each chapter Includes a glossary of useful terms, with each term supported by an example of the syntaxes commonly encountered

Numerical Methods and Optimization in Finance

Manfred Gilli,Dietmar Maringer,Enrico Schumann
Numerical Methods and Optimization in Finance Book PDF

Author : Manfred Gilli,Dietmar Maringer,Enrico Schumann
Publisher : Academic Press
Page : 638 pages
File Size : 49,7 Mb
Release : 2019-08-30
Category : Electronic
ISBN : 9780128150658

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Numerical Methods and Optimization in Finance by Manfred Gilli,Dietmar Maringer,Enrico Schumann Pdf

Computationally-intensive tools play an increasingly important role in financial decisions. Many financial problems-ranging from asset allocation to risk management and from option pricing to model calibration-can be efficiently handled using modern computational techniques. Numerical Methods and Optimization in Finance presents such computational techniques, with an emphasis on simulation and optimization, particularly so-called heuristics. This book treats quantitative analysis as an essentially computational discipline in which applications are put into software form and tested empirically. This revised edition includes two new chapters, a self-contained tutorial on implementing and using heuristics, and an explanation of software used for testing portfolio-selection models. Postgraduate students, researchers in programs on quantitative and computational finance, and practitioners in banks and other financial companies can benefit from this second edition of Numerical Methods and Optimization in Finance. Introduces numerical methods to readers with economics backgrounds Emphasizes core simulation and optimization problems Includes MATLAB and R code for all applications, with sample code in the text and freely available for download