Ch. 4: Vector Spaces

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Mathematics (Linear Algebra) Flashcards on Ch. 4: Vector Spaces, created by William Hartemink on 07/04/2017.
William Hartemink
Flashcards by William Hartemink, updated more than 1 year ago
William Hartemink
Created by William Hartemink about 7 years ago
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Question Answer
Define: vector space
Define: subspace
Define: null space
Define: column space
Theorem: Is the column space of an m x n matrix a subspace of R^n or R^m?
The column space of an m x n matrix is all of R^m iff...
Define: linear transformation (think 2 properties)
What makes an indexed set of vectors linearly independent?
Define: basis
The Spanning Set Theorem
A basis for Col A is formed by which columns of matrix A?
Define: The coordinates of a vector x relative to the basis Beta
What kind of transformation is x -> [x]_B ?
If a vector space V has a basis with n vectors, then any set in V containing more than n vectors must be _____________.
If a vector space V has a basis of n vectors, then every basis of V must contain how many vectors?
Define: Finite Dimensional and Infinite Dimensional vector spaces
Let H be a subspace of V. What is the relationship between: dim H and dim V
The Basis Theorem
Define: Rank A
The Rank Theorem: Rank A + dim Nul A = ?
Invertible Matrix Theorem (continued)
Change of Basis Theorem
(Linear difference equations) If a_n != 0 and if {z_n} is given...
The set of all solutions to the nth-order homogeneous linear difference equation is:
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