An Introduction to Scientific Computing with MATLAB and Python Tutorials by Shen

Description: An Introduction to Scientific Computing with MATLAB and Python Tutorials by Sheng Xu This textbook covers essential numerical techniques including basic methods for linear systems, root finding, interpolation, numerical integration and differentiation, least squares and Monte Carlo methods. This book balances the development, implementation, application and analysis of computational ideas and methods. FORMAT Hardcover CONDITION Brand New Publisher Description This textbook is written for the first introductory course on scientific computing. It covers elementary numerical methods for linear systems, root finding, interpolation, numerical integration, numerical differentiation, least squares problems, initial value problems and boundary value problems. It includes short Matlab and Python tutorials to quickly get students started on programming. It makes the connection between elementary numerical methods with advanced topics such as machine learning and parallel computing.This textbook gives a comprehensive and in-depth treatment of elementary numerical methods. It balances the development, implementation, analysis and application of a fundamental numerical method by addressing the following questions.•Where is the method applied?•How is the method developed?•How is the method implemented?•How well does the method work?The material in the textbook is made as self-contained and easy-to-follow as possible with reviews and remarks. The writing is kept concise and precise. Examples, figures, paper-and-pen exercises and programming problems are deigned to reinforce understanding of numerical methods and problem-solving skills. Author Biography Sheng Xu is an Associate Professor of Mathematics at Southern Methodist University in Dallas, TX. His research areas are in the field of fluid mechanics and scientific computing, with specialization in computational fluid dynamics (CFD). He has written a few CFD packages to simulate fluid-solid interactions using the immersed interface method. Table of Contents 1. Overview of Scientific Computing2. Taylors Theorem3. Roundoff Errors and Error Propagation 4. Direct Methods for Linear Systems 5. Root Finding for Nonlinear Equations 6. Interpolation 7. Numerical Integration 8. Numerical Differentiation 9. Initial Value Problems and Boundary Value Problems10. Basic Iterative Methods for Linear Systems11. Discrete Least Squares Problems12. Monte Carlo Methods and Parallel Computing Appendix A. An Introduction of Matlab for Scientific ComputingAppendix B. An Introduction of Python for Scientific Computing Index Long Description This textbook is written for the first introductory course on scientific computing. It covers elementary numerical methods for linear systems, root finding, interpolation, numerical integration, numerical differentiation, least squares problems, initial value problems and boundary value problems. It includes short Matlab and Python tutorials to quickly get students started on programming. It makes the connection between elementary numerical methods with advanced topics such as machine learning and parallel computing. This textbook gives a comprehensive and in-depth treatment of elementary numerical methods. It balances the development, implementation, analysis and application of a fundamental numerical method by addressing the following questions. -Where is the method applied? -How is the method developed? -How is the method implemented? -How well does the method work? The material in the textbook is made as self-contained and easy-to-follow as possible with reviews and remarks. The writing is kept concise and precise. Examples, figures, paper-and-pen exercises and programming problems are deigned to reinforce understanding of numerical methods and problem-solving skills. Details ISBN1032063157 Author Sheng Xu Publisher Taylor & Francis Ltd Year 2022 ISBN-10 1032063157 ISBN-13 9781032063157 Format Hardcover Publication Date 2022-06-09 UK Release Date 2022-06-09 Place of Publication London Country of Publication United Kingdom AU Release Date 2022-06-09 NZ Release Date 2022-06-09 Pages 381 Illustrations 30 Tables, black and white; 59 Line drawings, black and white; 59 Illustrations, black and white DEWEY 518.02855133 Audience Tertiary & Higher Education Imprint Chapman & Hall/CRC Alternative 9781032063188 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:139824763;

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