Let the solution space U of the system of equations 2x1 + x2 + 3x3 − x4 + x5 = 0, 3x1 + 2x2 − 2x4 + x5 = 0, 3x1 + x2 + 9x3 − x4 + x5 = 0, be the subspace of R 5 endowed with the usual dot product. Find a basis for U and a basis for the orthogonal complement U ⊥.
Question
Let the solution space U of the system of equations 2x1 + x2 + 3x3 − x4 + x5 = 0, 3x1 + 2x2 − 2x4 + x5 = 0, 3x1 + x2 + 9x3 − x4 + x5 = 0, be the subspace of R 5 endowed with the usual dot product. Find a basis for U and a basis for the orthogonal complement U ⊥.
Solution
To find a basis for the solution space U, we first need to solve the system of equations. We can do this by setting up an augmented matrix and reducing it to row-echelon form.
The augmented matrix for the system is:
[ 2 1 3 -1 1 | 0 ]
[ 3 2 0 -2 1 | 0 ]
[ 3 1 9 -1 1 | 0 ]
After performing row operations to reduce this matrix to row-echelon form, we get:
[ 1 0 3 0 0 | 0 ]
[ 0 1 -3 0 0 | 0 ]
[ 0 0 0 1 1 | 0 ]
From this, we can see that the solution to the system is given by:
x1 = -3x3
x2 = 3x3
x4 = -x5
We can express this solution in parametric vector form as:
x = x3[-3, 3, 1, 0, 0] + x5[0, 0, 0, -1, 1]
So, a basis for the solution space U is given by the vectors:
B = {[-3, 3, 1, 0, 0], [0, 0, 0, -1, 1]}
To find a basis for the orthogonal complement U⊥, we need to find vectors that are orthogonal to every vector in U. Since U is a subspace of R5, and dim(U) = 2, we know that dim(U⊥) = 5 - 2 = 3.
We can see that the vectors [1, 0, 0, 0, 0], [0, 1, 0, 0, 0], and [0, 0, 0, 1, -1] are orthogonal to both basis vectors of U, so a basis for U⊥ is given by:
B⊥ = {[1, 0, 0, 0, 0], [0, 1, 0, 0, 0], [0, 0, 0, 1, -1]}
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