Description
Book SynopsisMATLAB has become one of the prominent languages used in research and industry and often described as the language of technical computing. The focus of this book will be to highlight the use of MATLAB in technical computing; or more specifically, in solving problems in Process Simulations. This book aims to bring a practical approach to expounding theories: both numerical aspects of stability and convergence, as well as linear and nonlinear analysis of systems.
The book is divided into three parts which are laid out with a Process Analysis viewpoint. First part covers system dynamics followed by solution of linear and nonlinear equations, including Differential Algebraic Equations (DAE) while the last part covers function approximation and optimization. Intended to be an advanced level textbook for numerical methods, simulation and analysis of process systems and computational programming lab, it covers following key points
Comprehensive coverage of numerical an
Table of Contents
Chapter 1 Introduction
Section I Dynamic Simulations and Linear Analysis
Chapter 2 Linear Algebra
Chapter 3 Ordinary Differential Equations: Explicit Methods
Chapter 4 Partial Differential Equations in Time
Chapter 5 Section Wrap-Up: Simulation and Analysis
Section II Linear and Nonlinear Equations and Bifurcation
Chapter 6 Nonlinear Algebraic Equations
Chapter 7 Special Methods for Linear and Nonlinear Equations
Chapter 8 Implicit Methods: Differential and Differential Algebraic
Systems
Chapter 9 Section Wrap-Up: Nonlinear Analysis
Section III Modeling of Data
Chapter 10 Regression and Parameter Estimation
