Numerical analysis Books

This book is an introductory guide for data scientists to learn the mathematical principles behind the most well-known AI algorithms. The author proposes two original theoretical concepts: the accordion theory and the recurrent third iteration...

What sets this book apart is the modeling aspects utilizing numerical analysis (methods) to obtain solutions. The authors cover the basic numerical analysis methods first with simple examples to illustrate the techniques and discuss possible errors.

In diesem Buch werden Übungen zu folgenden mathematischen Themen durchgeführt:Numerische Berechnung der Wurzeln eines PolynomsNumerisches Lösen von Matrizen, linearen und nichtlinearen SystemenNumerische Berechnung des Integrals und der...

Fractional-order calculus dates to the 19th century but has been resurrected as a prevalent research subject due to its provision of more adequate and realistic descriptions of physical aspects within the science and engineering fields. What was once a...

Numerical Methods for Unsteady Compressible Flow Problems is written to give both mathematicians and engineers an overview of the state of the art in the field, as well as of new developments. The focus is on methods for the compressible Navier-Stokes...

In this book, the author has condensed the material deemed essential for undergraduate and graduate students of physics and mathematics, such that for those who are very keen would know what to look for next if their appetite for knowledge remains...

This book is aimed at pre-university students and complete novices to programming. After introducing Python as a powerful calculator, simple programming constructs are covered and the NumPy, MatPlotLib and SymPy modules (libraries) are introduced.

This book centralizes the main and current topics in theoretical and applied fluid dynamics at the intersection of a mathematical and non-mathematical environment. The book is accessible to anyone with a basic level of understanding of fluid dynamics and...

This book provides a comprehensive overview of the QR algorithm and its applications in numerical linear algebra. The author covers all aspects of the algorithm, including its convergence properties, computational complexity, and implementation in modern...

NUMERICAL REASONING TESTS: Sample Beginner, Intermediate and Advanced Numerical Reasoning Detailed Test Questions and Answers is the ULTIMATE book for passing Numerical Reasoning Tests at any level. This book provides clear and detailed information...

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...

This classic textbook provides an in-depth view into the calculus of observations and numerical mathematics. It includes detailed explanations of numerical methods and algorithms, making it useful for scientists and mathematicians alike. This edition has...

Inverse eigenvalue problems are among the most challenging and important topics in computational mathematics. This rigorous and accessible text offers a comprehensive introduction to the formulation and analysis of numerical methods for solving these...

This book attempts to understand the intricacies of numerical analysis that fall under its various branches and how it can be used to our advantage. The various projects that are constantly contributing towards the advancements and evolution of numerical...

The Basics of Autodesk Nastran In-CAD 2018, is a book to help professionals as well as students in learning basics of Finite Element Analysis via Autodesk Nastran In-CAD. The book follows a step by step methodology. This book explains the background work...

In this seminal work, mathematician Lloyd N. Trefethen explores the stability of numerical methods for solving partial differential equations. A must-read for anyone interested in numerical analysis and scientific computing.This work has been selected by...