Description
Taylor and Francis Ltd An Introduction to Scientific Computing with MATLAB® and Python Tutorials 1st Edition 2022 Hardbound by Xu, Sheng
*This book balances the development, implementation, application and analysis of computational ideas and methods. *Problems are designed toward computer projects so that students can test and apply numerical method. *The book is written with motivation examples and real-world application problems to catch students' interest. *Short Matlab and Python tutorials to quickly start programming in scientific computing. 1. Overview of Scientific Computing2. Taylor's Theorem3. Roundoff Errors and Error Propagation 4. Direct Methods for Linear Systems 5. Root Finding for Nonlinear Equations 6. Interpolation 7. Numerical Integration 8. Numerical Differentiation 9. Initial Value Problems and Boundary Value Problems10. Basic Iterative Methods for Linear Systems11. Discrete Least Squares Problems12. Monte Carlo Methods and Parallel Computing Appendix A. An Introduction of Matlab for Scientific ComputingAppendix B. An Introduction of Python for Scientific Computing Index