Students Guide to Numerical Methods Hutchinson Ian H. Massachusetts Institute of Technology
Students Guide to Numerical Methods Hutchinson Ian H. Massachusetts Institute of Technology This concise, plain-language guide for senior undergraduates and graduate students aims to develop…
Specifikacia Students Guide to Numerical Methods Hutchinson Ian H. Massachusetts Institute of Technology
Students Guide to Numerical Methods Hutchinson Ian H. Massachusetts Institute of Technology
This concise, plain-language guide for senior undergraduates and graduate students aims to develop intuition, practical skills and an understanding of the framework of numerical methods for the physical sciences and engineering. Worked examples and targeted exercises enable the student to master the realities of using numerical techniques for common needs such as solution of ordinary and partial differential equations, fitting experimental data, and simulation using particle and Monte Carlo methods. It provides accessible self-contained explanations of mathematical principles, avoiding intimidating formal proofs.
Enrichment sections and in-depth footnotes form a springboard to Topics are carefully selected and structured to build understanding, and illustrate key principles such as: accuracy, stability, order of convergence, iterative refinement, and computational effort estimation.