Numerical Methods Using MATLAB

ISBN-13: 9781484201558 / Angielski / Miękka / 2014 / 137 str.

Gupta, Abhishek

Opis

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.

Recenzje

"This book presents each topic in a very concise and readable format and can so serve as a complementary book for a MATLAB course and a numerical analysis course. This book will prove to be valuable to data scientists, applied statisticians, and control system engineers, to whom MATLAB has become an important research tool because ... this book only gives concise and practical information to help users to effectively solve their research problems in less time." (Liu Xinguo, zbMATH 1314.65001, 2015)

Spis treści

1. Introduction to MATLAB

2. Matrix Representation, Operations and Vectorization

3. Numerical Techniques

4.Visualization

5. Introduction to Simulation

6. Monte Carlo Simulations

7. Optimization

8. Evolutionary Algorithms

9. Regression and Model Fitting

10. Differential Equations and System Dynamics