Book description
"MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java.
MATLAB Matrix Algebra introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. Starting with a look at symbolic and numeric variables, with an emphasis on vector and matrix variables, you will go on to examine functions and operations that support vectors and matrices as arguments, including those based on analytic parent functions. Computational methods for finding eigenvalues and eigenvectors of matrices are detailed, leading to various matrix decompositions. Applications such as change of bases, the classification of quadratic forms and how to solve systems of linear equations are described, with numerous examples. A section is dedicated to sparse matrices and other types of special matrices. In addition to its treatment of matrices, you will also learn how MATLAB can be used to work with arrays, lists, tables, sequences and sets.
"Table of contents
- Cover
- Title
- Copyright
- Contents at a Glance
- Contents
- About the Author
-
Chapter 1: Matrix and Vector Variables (Numeric and Symbolic)
- 1.1 Variables
- 1.2 Variables and Special Constants
- 1.3 Symbolic and Numeric Variables
- 1.4 Vector Variables
- 1.5 Matrix Variables
- 1.6 Character Variables
- 1.7 Operators
- 1.8 Logic Functions
- 1.9 Elementary Functions that Support Complex Matrix Arguments
- 1.10 Elementary Functions that Support Complex Vector Arguments
- 1.11 Vector Functions of Several Variables
- Chapter 2: Matrix Algebra
- Chapter 3: Sequences, Arrays, Tables, Lists and Sets
- Chapter 4: Vector Spaces and Linear Applications. Equations and Systems
- Chapter 5: Vector and Matrix Functions of Complex Variables
Product information
- Title: MATLAB Matrix Algebra
- Author(s):
- Release date: November 2014
- Publisher(s): Apress
- ISBN: 9781484203071
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