Practical MATLAB Modeling with Simulink : Programming and Simulating Ordinary and Partial Differential Equations （1st）

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Practical MATLAB Modeling with Simulink : Programming and Simulating Ordinary and Partial Differential Equations （1st）

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 473 p.
  • 言語 ENG
  • 商品コード 9781484257982
  • DDC分類 005

Full Description

Employ the essential and hands-on tools and functions of MATLAB's ordinary differential equation (ODE) and partial differential equation (PDE) packages, which are explained and demonstrated via interactive examples and case studies. This book contains dozens of simulations and solved problems via m-files/scripts and Simulink models which help you to learn programming and modeling of more difficult, complex problems that involve the use of ODEs and PDEs.
You'll become efficient with many of the built-in tools and functions of MATLAB/Simulink while solving more complex engineering and scientific computing problems that require and use differential equations. Practical MATLAB Modeling with Simulink explains various practical issues of programming and modelling.
After reading and using this book, you'll be proficient at using MATLAB and applying the source code from the book's examples as templates for your own projects in data science or engineering.  
What You Will Learn

Model complex problems using MATLAB and Simulink
Gain the programming and modeling essentials of MATLAB using ODEs and PDEs
Use numerical methods to solve 1st and 2nd order ODEs
Solve stiff, higher order, coupled, and implicit ODEs
Employ numerical methods to solve 1st and 2nd order linear PDEs
Solve stiff, higher order, coupled, and implicit PDEs

Who This Book Is For

Engineers, programmers, data scientists, and students majoring in engineering, applied/industrial math, data science, and scientific computing.  This book continues where Apress' Beginning MATLAB and Simulink leaves off.

Contents

Part I: Ordinary Differential Equations.- Chapter 1: Analytical Solutions of Ordinary Differential Equations.- Chapter 2: Numerical Methods for First Order ODEs.- Chapter 3: Numerical Methods for Second Order ODEs.- Chapter 4: Stiff ODEs.- Chapter 5: Higher Order and Coupled ODEs.- Chapter 6: Implicit ODEs.- Chapter 7: Comparative Analysis of ODE Solution Methods.- Part II: Ordinary Differential Equations-Boundary Value Problems.- Chapter 8: Boundary Value Problems.- Part III: Applications of Ordinary Differential Equations.- Chapter 9: Spring-Mass-Damper Systems.- Chapter 10: Electro-Mechanical and Mechanical Systems.- Chapter 11: Trajectory Problems.- Chapter 12: Simulation Problems.- Part IV: Partial Differential Equations.- Chapter 13: Solving Partial Differential Equations.