Author : Kevin W. Cassel
Publisher : Cambridge University Press
Page : 727 pages
File Size : 47,6 Mb
Release : 2021-03-04
Category : Mathematics
ISBN : 9781108479097
Matrix, Numerical, and Optimization Methods in Science and Engineering by Kevin W. Cassel Pdf
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.