Math Problem Statement

For each set of vectors U, determine if U is a spanning set for the vector space ℝ^3. Is U a basis for ℝ^3? Use your answers to determine the dimension of ℝ^3.

Solution

To determine if each set UU of vectors is a basis for R3\mathbb{R}^3, we need to check two criteria for each set:

  1. The vectors in UU must be linearly independent.
  2. The vectors in UU must span R3\mathbb{R}^3.

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 R3\mathbb{R}^3).

Let's analyze each set UU given in the problem:

Set (a)

U={[100],[120],[124]}U = \left\{ \begin{bmatrix} 1 \\ 0 \\ 0 \end{bmatrix}, \begin{bmatrix} 1 \\ 2 \\ 0 \end{bmatrix}, \begin{bmatrix} 1 \\ 2 \\ 4 \end{bmatrix} \right\}

Form the matrix and calculate the determinant: A=[111022004]A = \begin{bmatrix} 1 & 1 & 1 \\ 0 & 2 & 2 \\ 0 & 0 & 4 \end{bmatrix}

Set (b)

U={[111],[010],[101]}U = \left\{ \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix}, \begin{bmatrix} 0 \\ 1 \\ 0 \end{bmatrix}, \begin{bmatrix} 1 \\ 0 \\ 1 \end{bmatrix} \right\}

Form the matrix and calculate the determinant: B=[101110101]B = \begin{bmatrix} 1 & 0 & 1 \\ 1 & 1 & 0 \\ 1 & 0 & 1 \end{bmatrix}

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