Math Problem Statement
Solution
To determine if each set of vectors is a basis for , we need to check two criteria for each set:
- The vectors in must be linearly independent.
- The vectors in must span .
These criteria are both satisfied if the set of vectors can be expressed as a matrix that has a determinant not equal to zero (or, equivalently, if the matrix is of full rank, which is 3 for ).
Let's analyze each set given in the problem:
Set (a)
Form the matrix and calculate the determinant:
Set (b)
Form the matrix and calculate the determinant:
Set (c)
( U = \left{ \begin{bmatrix} 1 \ 0 \ 0 \end{bmatrix}, \begin{bmatrix} 0 \ 1 \ 0 \end{bmatrix}, \begin{bmatrix} 0 \ 0 \ 1 \
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Basis
Linear Independence
Formulas
Matrix Determinant
Rank of a Matrix
Theorems
Spanning Set Theorem
Linear Independence Criterion
Basis Definition
Suitable Grade Level
Undergraduate
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