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Linear Algebra for Computational Sciences and Engineering

Neri, Ferrante

Authors

Ferrante Neri



Abstract

This book presents the main concepts of linear algebra from the viewpoint of applied scientists such as computer scientists and engineers, without compromising on mathematical rigor. Based on the idea that computational scientists and engineers need, in both research and professional life, an understanding of theoretical concepts of mathematics in order to be able to propose research advances and innovative solutions, every concept is thoroughly introduced and is accompanied by its informal interpretation. Furthermore, most of the theorems included are first rigorously proved and then shown in practice by a numerical example. When appropriate, topics are presented also by means of pseudocodes, thus highlighting the computer implementation of algebraic theory.
It is structured to be accessible to everybody, from students of pure mathematics who are approaching algebra for the first time to researchers and graduate students in applied sciences who need a theoretical manual of algebra to successfully perform their research. Most importantly, this book is designed to be ideal for both theoretical and practical minds and to offer to both alternative and complementary perspectives to study and understand linear algebra.

Citation

Neri, F. (2019). Linear Algebra for Computational Sciences and Engineering. New York: Springer. https://doi.org/10.1007/978-3-030-21321-3

Book Type Authored Book
Online Publication Date Aug 12, 2019
Publication Date 2019
Deposit Date Jan 10, 2020
Publisher Springer
Pages 602
ISBN 9783030213206
DOI https://doi.org/10.1007/978-3-030-21321-3
Public URL https://nottingham-repository.worktribe.com/output/2512172
Publisher URL https://link.springer.com/book/10.1007%2F978-3-030-21321-3