Math Problem Statement

Consider vectors v1 = (1; 2; 3)^T, v2 = (-1; 0; 1)^T. Which vectors from the following list can complete the set {v1, v2} to basis in R^3?

Solution

To solve this problem, we need to determine which of the vectors w1=(125)w_1 = \begin{pmatrix} -1 \\ 2 \\ 5 \end{pmatrix} and w2=(011)w_2 = \begin{pmatrix} 0 \\ 1 \\ 1 \end{pmatrix} can complete the set {v1,v2}\{ v_1, v_2 \} to form a basis for R3\mathbb{R}^3.

Given:

  • v1=(123)v_1 = \begin{pmatrix} 1 \\ 2 \\ 3 \end{pmatrix}
  • v2=(101)v_2 = \begin{pmatrix} -1 \\ 0 \\ 1 \end{pmatrix}

A basis for R3\mathbb{R}^3 requires three linearly independent vectors. Therefore, we need to check if adding either w1w_1 or w2w_2 to the set {v1,v2}\{ v_1, v_2 \} will result in a linearly independent set of three vectors.

Steps to Solve:

  1. Linear Independence Check: Calculate the determinant of the matrix formed by v1v_1, v2v_2, and each wiw_i (for i=1,2i = 1, 2). If the determinant is non-zero, the vectors are linearly independent and form a basis for R3\mathbb{R}^3.

  2. Set up Matrices:

    • For {v1,v2,w1}\{ v_1, v_2, w_1 \}: 1 & -1 & -1 \\ 2 & 0 & 2 \\ 3 & 1 & 5 \end{vmatrix}$$
    • For {v1,v2,w2}\{ v_1, v_2, w_2 \}: 1 & -1 & 0 \\ 2 & 0 & 1 \\ 3 & 1 & 1 \end{vmatrix}$$
  3. Compute Determinants:

    • If the determinant of the first matrix is non-zero, w1w_1 completes the basis.
    • If the determinant of the second matrix is non-zero, w2w_2 completes the basis.

Let's compute these determinants:

  1. Determinant for {v1,v2,w1}\{ v_1, v_2, w_1 \}: 1 & -1 & -1 \\ 2 & 0 & 2 \\ 3 & 1 & 5 \end{vmatrix} = 1 \cdot (0 \cdot 5 - 2 \cdot 1) - (-1) \cdot (2 \cdot 5 - 2 \cdot 3) + (-1) \cdot (2 \cdot 1 - 0 \cdot 3) = -2 + 4 + (-2) = 0$$ Since this determinant is zero, $$w_1$$ does not complete the basis.
  2. Determinant for {v1,v2,w2}\{ v_1, v_2, w_2 \}: 1 & -1 & 0 \\ 2 & 0 & 1 \\ 3 & 1 & 1 \end{vmatrix} = 1 \cdot (0 \cdot 1 - 1 \cdot 1) - (-1) \cdot (2 \cdot 1 - 1 \cdot 3) + 0 = -1 + 1 \cdot (2 - 3) = -1 + (-1) = -2$$ Since this determinant is non-zero, $$w_2$$ does complete the basis.

Conclusion:

The answer is (b) only w2w_2.

Would you like a more detailed explanation or have further questions?

Here are 5 related questions to expand your understanding:

  1. What are the properties of a basis in Rn\mathbb{R}^n?
  2. How can we determine linear independence using determinants?
  3. What are the implications if the determinant of a set of vectors is zero?
  4. How can row reduction help in determining linear independence?
  5. Why does a basis in R3\mathbb{R}^3 require exactly three vectors?

Tip: For a quick check of linear independence, try using the determinant of a matrix formed by the vectors, as a non-zero value confirms independence.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Linear Independence
Vector Spaces
Basis in R^3

Formulas

Determinant of a 3x3 matrix

Theorems

Linear Independence Criterion

Suitable Grade Level

College Level