Vector Spaces - Null Spaces, Column Spaces, and Linear Transformations

4 important questions on Vector Spaces - Null Spaces, Column Spaces, and Linear Transformations

The null space of an m x n matrix A, written as Nul(A), is?

The set of all solutions of the homogeneous equation Ax = 0. In set notation:

Nul A = {x : x is in Rn and Ax = 0}

Theorem 2

The null space of an m x n matrix A is a subspace of Rn. What set of solutions is also a subspace of Rn?

The set of all solutions to a system of Ax = 0 of m homogeneous linear equations in n unknowns is also a subspace of Rn

The column space of an m x n matrix A, written as Col A, is?

The set of all linear combinations of the columns of A. If A = [a1 ... an], then

Col A = Span{a1, ..., an

NOTE THE SPAN
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Theorem 3
The column space of an m x n matrix A is which subspace?

A subspace of Rm

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