A Friendly Introduction to Numerical Analysis
Author: Brian Bradie
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This student-friendly text develops concepts and techniques in a clear, concise, easy-to-read manner, followed by fully-worked examples. Application problems drawn from the literature of many different fields prepares students to use the techniques covered to solve a wide variety of practical problems.
Table of Content
- Getting Started.
- Rootfinding.
- Systems of Equations.
- Eigenvalues and Eigenvectors.
- Interpolation and Curve Fitting.
- Numerical Differentiation and Integration.
- Numerical Methods for Initial Value Problems of Ordinary Differential Equations.
- Second-Order One-Dimensional Two-Point Boundary Value Problems.
- Finite Difference Method for Elliptic Partial Differential Equations.
- Finite Difference Method for Parabolic Partial Differential Equations.
- Finite Difference Method for Hyperbolic Partial Differential Equations and the Convection-Diffusion Equation.
Salient Features
- A theme of comparing/ contrasting numerical methods for accuracy, error, boundaries, and speed of convergence
- Chapters organized thematically around mathematical problems—Each chapter is devoted to a single type of problem. Within each chapter, the presentation begins with the simplest, most basic methods and progresses gradually to more advanced topics.
- Exercise Sets—Features roughly 1000 numbered exercises (many with multiple parts). An appropriate balance of theoretical, applications, and coding questions.
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