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The solutions for quiz 5 of the math 240 course, which covers vector spaces and linear transformations. The quiz includes questions on finding bases for subspaces of r3 and finding a basis for a subspace of polynomials. The steps to find the bases and the dimension of the subspaces.
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MATH 240 QUIZ 5 NAME Solutions
Prof. J. Beachy Friday, 10/5/2007 Score / 20
(a) {(1, 2 , 0), (0, 1 , −1)} Since dim(R 3 ) = 3, there aren’t enough vectors. (b) {(1, 1 , −1), (2, 3 , 4), (4, 1 , −1), (0, 1 , −1)} There are too many vectors. (c) {(1, 0 , 0), (0, 2 , −1), (3, 4 , 1), (0, 1 , 0)} There are too many vectors. (d) {(3, 2 , 2), (− 1 , 2 , 1), (0, 1 , 0)}
At this stage you can see that it will reduce to the identity, so the vectors are linearly independent.
Set up the equation c 1 (t^3 + t^2 − 2 t + 1) + c 2 (t^2 + 1) + c 3 (t^3 − 2 t) + c 4 (2t^3 + 3t^2 − 4 t + 3) = 0. Remember that in this equation the right hand side is the zero polynomial. If you rearrange the terms as coefficients of t^3 , t^2 , t and 1, the each coefficient must be zero. This gives a system of 4 equations in the unknowns c 1 , c 2 , c 3 and c 4 , which has the following matrix.
This shows that c 1 = −c 3 − 2 c 4 and c 2 = c 3 − c 4. Choosing first c 3 = 1 and c 4 = 0 and then c 3 = 0 and c 4 = 1 shows that the 3rd and 4th polynomials can be written in terms of the first two.
Conclusion: t^3 + t^2 − 2 t + 1 and t^2 + 1 form a basis for the subspace. The algorithm in the text is this: put the coefficients of the polynomials in as columns of a matrix and row reduce. The columns that contain the leading 1’s form the basis.
A second method of solution is to put the coefficients in as rows of a matrix. Since elementary row operations do not change the subspace generated by a set of vectors, after you row reduce the matrix you have a basis.
The first two rows correspond to t^3 − 2 t and t^2 + 1. These two polynomials form a basis for the subspace.
Either method shows that the dimension of the subspace is 2.