An Introduction to Scientific Computing with MATLAB® and Python Tutorials
Python Scientific Computing; Taylor’s Theorem; Roundoff Errors; Error Propagation; Linear Systems; Root Finding; Interpolation; Numerical Integration; Numerical Differentiation; Initial Value Problems; Boundary Value Problems; Iterative Methods; Least Squares Problems; Monte Carlo Methods; Parallel Computing; MATLAB This textbook covers essential numerical techniques including basic methods for linear systems application and analysis of computational ideas and methods. implementation interpolation least squares and Monte Carlo methods. This book balances the development numerical integration and differentiation root finding
Publisher: Chapman and Hall/CRC
Published: Mar 14, 2022
Description:
This textbook covers essential numerical techniques including basic methods for linear systems, root finding, interpolation, numerical integration and differentiation, least squares and Monte Carlo methods. This book balances the development, implementation, application and analysis of computational ideas and methods.