Math  /  Algebra

QuestionFind a subset of the following set of vectors that forms a basis for the span(S). (1,0,2,3),(0,1,2,3),(2,2,8,0),(2,1,10,3),(3,1,6,9)(1,0,-2,3),(0,1,2,3),(2,-2,-8,0),(2,-1,10,3),(3,-1,-6,9)

Studdy Solution

STEP 1

1. A basis for the span of a set of vectors is a linearly independent subset of those vectors that spans the same space.
2. To find a basis, we need to check for linear independence among the vectors.
3. We can use row reduction on a matrix formed by these vectors to determine linear independence.

STEP 2

1. Form a matrix with the given vectors as rows.
2. Perform row reduction to echelon form.
3. Identify the pivot rows.
4. Select the corresponding vectors that form a basis.

STEP 3

Form a matrix with the given vectors as rows:
[102301232280211033169]\begin{bmatrix} 1 & 0 & -2 & 3 \\ 0 & 1 & 2 & 3 \\ 2 & -2 & -8 & 0 \\ 2 & -1 & 10 & 3 \\ 3 & -1 & -6 & 9 \end{bmatrix}

STEP 4

Perform row reduction to echelon form. We will use Gaussian elimination to simplify the matrix:
1. Use the first row to eliminate the first column entries below the pivot (1,0,-2,3).
2. Use the second row to eliminate the second column entries below the pivot (0,1,2,3).

After performing these operations, the matrix becomes:
[102301230046001400000]\begin{bmatrix} 1 & 0 & -2 & 3 \\ 0 & 1 & 2 & 3 \\ 0 & 0 & -4 & -6 \\ 0 & 0 & 14 & 0 \\ 0 & 0 & 0 & 0 \end{bmatrix}

STEP 5

Continue row reduction to further simplify:
1. Use the third row to eliminate the third column entry below the pivot (-4,-6).
After performing these operations, the matrix becomes:
[10230123004600000000]\begin{bmatrix} 1 & 0 & -2 & 3 \\ 0 & 1 & 2 & 3 \\ 0 & 0 & -4 & -6 \\ 0 & 0 & 0 & 0 \\ 0 & 0 & 0 & 0 \end{bmatrix}

STEP 6

Identify the pivot rows. The pivot positions are in the first, second, and third rows.

STEP 7

Select the corresponding vectors that form a basis. The vectors corresponding to the pivot rows are:
(1,0,2,3)(1,0,-2,3), (0,1,2,3)(0,1,2,3), and (2,2,8,0)(2,-2,-8,0).
These vectors form a basis for the span of the original set.
The subset of vectors that forms a basis for the span(S) is {(1,0,2,3),(0,1,2,3),(2,2,8,0)}\{(1,0,-2,3), (0,1,2,3), (2,-2,-8,0)\}.

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