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An introduction to computational engineering with Matlab /

Annotation

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Yang, Xin-She
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : Cambridge International Science Pub., 2006.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Yang, Xin-She. 
245 1 3 |a An introduction to computational engineering with Matlab /  |c Xin-She Yang. 
260 |a Cambridge :  |b Cambridge International Science Pub.,  |c 2006. 
300 |a 1 online resource (x, 248 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
588 0 |a Print version record. 
505 0 |a Preface -- Acknowledgements -- Summary -- About the Author -- Contents -- 1. Introduction -- 1.1 Computational Engineering -- 1.2 DIY Philosophy -- 1.3 How to Use the Book -- 2. Vectors and Matrices -- 2.1 Vector Analysis -- 2.1.1 Vectors -- 2.1.2 Dot Product and Norm -- 2.1.3 Cross Product -- 2.1.4 Differentiation of Vectors -- 2.1.5 Three Basic Operators -- 2.1.6 Some Important Theorems -- 2.2 Matrix Algebra -- 2.2.1 Matrix -- 2.2.2 Determinant -- 2.2.3 Inverse -- 2.2.4 Solution of linear systems -- 3. Differential Equations 
505 8 |a 3.1 Ordinary Differential Equations3.1.1 First Order ODE -- 3.1.2 Higher Order ODEs -- 3.2 Partial Differential Equations -- 3.2.1 First Order Partial Differential Equation -- 3.2.2 Classification of Second-Order Equations -- 3.2.3 Classic PDEs -- 3.2.4 Other PDEs -- 4. Finite Difference Method -- 4.1 Introduction -- 4.2 Integration of ODEs -- 4.2.1 Euler Scheme -- 4.2.2 Leap-Frog Method -- 4.2.3 Runge-Kutta Method -- 4.2.4 Belousov-Zhabotinsky Oscillator -- 5. Hyperbolic Equations -- 5.1 First-Order Hyperbolic Equation -- 5.2 Second Order Wave Equation 
505 8 |a 5.3 Sine-Gordon Equation6. Parabolic/Elliptical Equations -- 6.1 Parabolic Equation -- 6.2 Elliptical Equation -- 7. Pattern Formation -- 7.1 Pattern Formation -- 7.2 Reaction-Diffusion System -- 8. Finite Volume Method -- 8.1 Introduction -- 8.2 Elliptic Equations -- 8.3 Parabolic Equations -- 8.4 Hyperbolic Equations -- 8.5 Heat Conduction: A Case Study -- 9. Finite Element Method -- 9.1 Finite Element Formulation -- 9.1.1 Weak Formulation -- 9.1.2 Shape Functions -- 9.2 Elasticity -- 9.2.1 Plane Stress and Plane Strain 
505 8 |a 9.2.2 Plane Stress and Plane Strain9.2.3 Implementation -- 10. Heat Conduction -- 10.1 Basic Formulation -- 10.2 Element-by-Element Assembly -- 10.3 Application of Boundary Conditions -- 10.4 A Simple Program: 1-D Heat Conduction -- 10.5 2-D Heat Transfer -- 11. Time-Dependent Problems -- 11.1 The Time Dimension -- 11.2 Time-Stepping -- 11.3 1-D Transient Heat Transfer -- 11.4 Wave Equation -- 12. Optimization in Engineering -- 12.1 Introduction -- 12.2 Bioinspired Algorithms -- 12.2.1 Genetic Algorithms -- 12.2.2 Neural Networks 
505 8 |a 12.2.3 Virtual Bee Algorithms12.2.4 Cellular Automata -- 12.2.5 Optimization -- 12.2.6 No Free Lunch Theorems -- 12.3 Engineering Optimization -- 12.3.1 Function and Multilevel Optimization -- 12.3.2 Multi-Peaked Functions -- 12.3.3 Inverse Analysis -- 13. Cellular Automata -- 13.1 Introduction -- 13.2 Cellular Automata -- 13.2.1 Fundamentals of Cellular Automaton -- 13.2.2 Finite State Cellular Automata -- 13.2.3 Stochastic Cellular Automata -- 13.2.4 Reversible Cellular Automata -- 13.3 Cellular Automata and PDEs 
520 8 |a Annotation  |b This book strives to provide a concise introduction to computational engineering by introducing a wider range of numerical methods commonly used in computational modelling and scientific computing. These methods in-clude finite difference methods, finite volume methods, finite element methods, virtual bee algorithms, and cellu-lar automata. It also covers a wide spectrum of advanced topics in engineering applications, and these advanced topics include elasticity, heat conduction, reaction-diffusion system, optimisation, stochastic cellular auto-mata, combustion, consolidation, heat transfer of carbon nanotubes, and pattern formation. The accompanied concise Matlab programs, no more than 100 lines each, demonstrate how each numeri-cal method works. The animation and visualization of the results provide a first hand experience to the readers, es-pecially for undergraduates and graduates, to master the fundamentals of the numerical methods. These Matlab programs can also be modified. 
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