Description
Book SynopsisArming readers with both theoretical and practical knowledge, Advanced Linear Algebra for Engineers with MATLAB provides real-life problems that readers can use to model and solve engineering and scientific problems in fields ranging from signal processing and communications to electromagnetics and social and health sciences.
Facilitating a unique understanding of rapidly evolving linear algebra and matrix methods, this book:
- Outlines the basic concepts and definitions behind matrices, matrix algebra, elementary matrix operations, and matrix partitions, describing their potential use in signal and image processing applications
- Introduces concepts of determinants, inverses, and their use in solving linear equations that result from electrical and mechanical-type systems
- Presents special matrices, linear vector spaces, and fundamental principles of orthogonality, using an appropriate blend of abstract and concrete
Table of Contents
Matrices, Matrix Algebra, and Elementary Matrix Operations. Determinants, Matrix Inversion and Solutions to Systems of Linear Equations. Linear Vector Spaces. Eigenvalues and Eigenvectors. Matrix Polynomials and Functions of Square Matrices. Introduction to Optimization. Appendix A: The Laplace Transform. Appendix B: The z-Transform. Bibliography. Index.
