An Introduction to Scientific Computing with MATLAB® and Python Tutorials (Hardcover)

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