Matrix, Numerical, and Optimization Methods in Science and Engineering
Author | : Kevin W. Cassel |
Publisher | : Cambridge University Press |
Total Pages | : 727 |
Release | : 2021-03-04 |
ISBN-13 | : 9781108479097 |
ISBN-10 | : 110847909X |
Rating | : 4/5 (9X Downloads) |
Download or read book Matrix, Numerical, and Optimization Methods in Science and Engineering written by Kevin W. Cassel and published by Cambridge University Press. This book was released on 2021-03-04 with total page 727 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vector and matrix algebra -- Algebraic eigenproblems and their applications -- Differential eigenproblems and their applications -- Vector and matrix calculus -- Analysis of discrete dynamical systems -- Computational linear algebra -- Numerical methods for differential equations -- Finite-difference methods for boundary-value problems -- Finite-difference methods for initial-value problems -- Least-squares methods -- Data analysis : curve fitting and interpolation -- Optimization and root finding of algebraic systems -- Data-driven methods and reduced-order modeling.