Book contents
- Frontmatter
- Preface
- Contents
- To the binary tree
- 1 Vector spaces and linear transformations
- 2 Coordinates
- 3 Determinants
- 4 The structure of a linear transformation I
- 5 The structure of a linear transformation II
- 6 Bilinear, sesquilinear, and quadratic forms
- 7 Real and complex inner product spaces
- 8 Matrix groups as Lie groups
- A Polynomials
- B Modules over principal ideal domains
- Bibliography
- Index
- About the Author
1 - Vector spaces and linear transformations
- Frontmatter
- Preface
- Contents
- To the binary tree
- 1 Vector spaces and linear transformations
- 2 Coordinates
- 3 Determinants
- 4 The structure of a linear transformation I
- 5 The structure of a linear transformation II
- 6 Bilinear, sesquilinear, and quadratic forms
- 7 Real and complex inner product spaces
- 8 Matrix groups as Lie groups
- A Polynomials
- B Modules over principal ideal domains
- Bibliography
- Index
- About the Author
Summary
In this chapter we introduce the objects we will be studying and investigate some of their basic properties.
BASIC DEFINITIONS AND EXAMPLES
Definition 1.1.1. A vector space V over a field F is a set V with a pair of operations (u, v) ↦ u + v for u, v ∈ V and (c, u) ↦ cu for c ∈ F, v ∈ V satisfying the following axioms:
(1) u + v ∈ V for any u, v ∈ V.
(2) u + v = v + u for any u, v ∈ V.
(3) u + (v + w) = (u + v) + w for any u, v, w ∈ V.
(4) There is a 0 ∈ V such that 0 + v = v + 0 = v for any v ∈ V.
(5) For any v ∈ V there is a -v ∈ V such that v + (-v) = (-v) + v = 0.
(6) cv ∈ V for any c ∈ F, v ∈ V.
(7) c(u + v) = cu + cv for any c ∈ F, u, v ∈ V.
(8) (c + d)u = cu + du for any c, d ∈ F, u ∈ V.
(9) c(du) = (cd)u for any c, d ∈ F, u ∈ V.
(10) 1u = u for any u ∈ V.
- Type
- Chapter
- Information
- A Guide to Advanced Linear Algebra , pp. 1 - 40Publisher: Mathematical Association of AmericaPrint publication year: 2011