TY  - BOOK
AU  - Pang,Tao
TI  - An introduction to computational physics
SN  - 9780511800870 (ebook)
AV  - QC20.7.E4 P36 2006
U1  - 530.0285 22
PY  - 2006///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Physics
KW  - Data processing
KW  - Methodology
KW  - Numerical calculations
KW  - Mathematical physics
N1  - Title from publisher's bibliographic system (viewed on 05 Oct 2015); Approximation of a function -- Numerical calculus -- Ordinary differential equations -- Numerical methods for matrices -- Spectral analysis -- Partial differential equations -- Molecular dynamics simulations -- Modeling continuous systems -- Monte Carlo simulations -- Genetic algorithm and programming -- Numerical renormalization
N2  - Thoroughly revised for its second edition, this advanced textbook provides an introduction to the basic methods of computational physics, and an overview of progress in several areas of scientific computing by relying on free software available from CERN. The book begins by dealing with basic computational tools and routines, covering approximating functions, differential equations, spectral analysis, and matrix operations. Important concepts are illustrated by relevant examples at each stage. The author also discusses more advanced topics, such as molecular dynamics, modeling continuous systems, Monte Carlo methods, genetic algorithm and programming, and numerical renormalization. It includes many more exercises. This can be used as a textbook for either undergraduate or first-year graduate courses on computational physics or scientific computation. It will also be a useful reference for anyone involved in computational research
UR  - https://doi.org/10.1017/CBO9780511800870
ER  -