Description
Engineering Simulation and its Applications: Algorithms and Numerical Methods covers the essential quantitative methods needed for engineering simulations, introducing optimization techniques that can be used in the design of systems to minimize cost and maximize efficiency. This book serves as a reference and textbook for courses such as engineering simulation, design optimization, mathematical modeling, numerical methods, data analysis, and engineering management. Diverse coverage of the various subject areas within the field puts the essential topics into a single book for easy access for graduates and senior undergraduates. It also serves as a reference book for lecturers and industrial practitioners.- Introduces all essential algorithms and numerical methods- Balances theory and numerical techniques- Provides numerous worked examples
Table of Contents
1. Introduction to Engineering Simulation2. Ordinary Differential Equations3. Partial Differential Equations4. Computational Linear Algebra5. Finite Difference Methods for ODEs6. Finite Difference Methods for PDEs7. Finite Volume Method8. Finite Element Methods9. Modelling and Simulation by Simulink10. Optimization in Engineering Applications11. Linear Programming and its Applications12. Probability and Distributions13. Discrete Event Simulation14. Simulation by Statistical Models
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