Back to Matrix multiplication and linear combinations

Exercise 8

Avg difficulty 2.5

In this exercise, you will construct the inverse of a matrix, a subject that we will investigate more fully in the next chapter. Suppose that AA is the 2×22\times2 matrix: A=[3−2−21]A = \left[\begin{array}{rr} 3 & -2 \\ -2 & 1 \\ \end{array}\right].

  1. Find the vectors b1\bvec_1 and b2\bvec_2 such that the matrix B=[b1b2]B=\left[\begin{array}{rr} \bvec_1 & \bvec_2 \end{array}\right] satisfies AB=I=[1001]AB = I = \left[\begin{array}{rr} 1 & 0 \\ 0 & 1 \\ \end{array}\right].

  2. In general, it is not true that AB=BAAB = BA. Check that it is true, however, for the specific AA and BB that appear in this problem.

  3. Suppose that x=[x1x2]\xvec = \twovec{x_1}{x_2}. What do you find when you evaluate IxI\xvec?

  4. Suppose that we want to solve the equation Ax=bA\xvec = \bvec. We know how to do this using Gaussian elimination; let's use our matrix BB to find a different way: Ax=bB(Ax)=Bb(BA)x=BbIx=Bbx=Bb\begin{aligned} A\xvec & {}={} \bvec \\ B(A\xvec) & {}={} B\bvec \\ (BA)\xvec & {}={} B\bvec \\ I\xvec & {}={} B\bvec \\ \xvec & {}={} B\bvec \\ \end{aligned}. In other words, the solution to the equation Ax=bA\xvec=\bvec is x=Bb\xvec = B\bvec.

    Consider the equation Ax=[5−2]A\xvec = \twovec{5}{-2}. Find the solution in two different ways, first using Gaussian elimination and then as x=Bb\xvec = B\bvec, and verify that you have found the same result.

Austin, Understanding Linear Algebra, §2.2 Matrix multiplication and linear combinations, Exercise 8

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Adapted from Understanding Linear Algebra © 2023 David Austin. Licensed under CC BY 4.0. Source: Understanding Linear Algebra. Imported at revision 3e6dced.