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Exercise 4

Avg difficulty 2.5

If a matrix transformation performs a geometric operation, we would like to find a matrix transformation that undoes that operation.

  1. Suppose that T:R2→R2T:\real^2\to\real^2 is the matrix transformation that rotates vectors by 90∘90^\circ. Find a matrix transformation S:R2→R2S:\real^2\to\real^2 that undoes the rotation; that is, SS takes T(x)T(\xvec) back into x\xvec so that (S∘T)(x)=x(S\circ T)(\xvec) = \xvec. Think geometrically about what the transformation SS should be and then verify it algebraically.

    We say that SS is the inverse of TT and we will write it as T−1T^{-1}.

  2. Verify algebraically that the reflection R:R2→R2R:\real^2\to\real^2 across the line y=xy=x is its own inverse; that is, R−1=RR^{-1} = R.

  3. The matrix transformation T:R2→R2T:\real^2\to\real^2 defined by the matrix A=[1101]A= \left[\begin{array}{rr} 1& 1 \\ 0 & 1\\ \end{array}\right] is called a shear. Find the inverse of TT.

  4. Describe the geometric effect of the matrix transformation defined by A=[12003]A=\left[\begin{array}{rr} \frac12 & 0 \\ 0 & 3\\ \end{array}\right] and then find its inverse.

Austin, Understanding Linear Algebra, §2.6 The geometry of matrix transformations, Exercise 4

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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.