Linear Algebra 4th Edition Friedberg Solutions Manual
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Product details:
- ISBN-10 : 0130084514
- ISBN-13 : 978-0130084514
- Author:
This top-selling, theorem-proof text presents a careful treatment of the principal topics of linear algebra, and illustrates the power of the subject through a variety of applications. It emphasizes the symbiotic relationship between linear transformations and matrices, but states theorems in the more general infinite-dimensional case where appropriate.
Table of contents:
- 1. Vector Spaces.
- Introduction
- Vector Spaces
- Subspaces
- Linear Combinations and Systems of Linear Equations
- Linear Dependence and Linear Independence
- Bases and Dimension
- Maximal Linearly Independent Subsets
- 2. Linear Transformations and Matrices
- Linear Transformations, Null Spaces, and Ranges
- The Matrix Representation of a Linear Transformation
- Composition of Linear Transformations and Matrix Multiplication
- Invertibility and Isomorphisms
- The Change of Coordinate Matrix
- Dual Spaces
- Homogeneous Linear Differential Equations with Constant Coefficients
- 3. Elementary Matrix Operations and Systems of Linear Equations
- Elementary Matrix Operations and Elementary Matrices
- The Rank of a Matrix and Matrix Inverses
- Systems of Linear EquationsTheoretical Aspects
- Systems of Linear EquationsComputational Aspects
- 4. Determinants
- Determinants of Order 2
- Determinants of Order n
- Properties of Determinants
- SummaryImportant Facts about Determinants
- A Characterization of the Determinant
- 5. Diagonalization
- Eigenvalues and Eigenvectors
- Diagonalizability
- Matrix Limits and Markov Chains
- Invariant Subspaces and the Cayley-Hamilton Theorem
- 6. Inner Product Spaces
- Inner Products and Norms
- The Gram-Schmidt Orthogonalization Process and Orthogonal Complements
- The Adjoint of a Linear Operator
- Normal and Self-Adjoint Operators
- Unitary and Orthogonal Operators and Their Matrices
- Orthogonal Projections and the Spectral Theorem
- The Singular Value Decomposition and the Pseudoinverse
- Bilinear and Quadratic Forms
- Einstein’s Special Theory of Relativity
- Conditioning and the Rayleigh Quotient
- The Geometry of Orthogonal Operators
- 7. Canonical Forms
- The Jordan Canonical Form I
- The Jordan Canonical Form II
- The Minimal Polynomial
- Rational Canonical Form
- Appendices
- Sets
- Functions
- Fields
- Complex Numbers
- Polynomials
- Answers to Selected Exercises
- Index
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