Syllabus
Overview of numerical computation - Simple problems: data sorting, root finding etc. - Numerical solutions of algebraic equations - Numerical integration, interpolation/extrapolation - Numerical differentiation - Ordinary differential equations - Partial differential equations - Statistics, Least-squares fitting - Data crunching, dealing large data set - Fourier transform - Advanced Applications in Astrophysics: N-Body Methods, Hydrodynamics - Monte Carlo Methods
Text Books
Same as Reference
References
1. Numerical Recipes in C, The Art of Scientific Computing, W.H. Press et al.
2. Numerical Methods in astrophysics: An Introduction, Bodenheimer et al., Taylor & Francis, 2007
3. Astrophysics with a PC: An Introduction to Computational Astrophysics, P. Hellings, Willmann-Bell, 1994
4. Data Reduction and Error Analysis for Physical Sciences, P. R. Bevington & K.K. Robinson, McGraw-Hill, 2003