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Matrix inverses

Verifying whether one matrix inverts another, computing inverses where they exist, and testing whether AB = AC forces B = C for invertible and singular A.

Matrix Theory and Linear Algebra, Matrix inverses

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18 exercises

Exercise 4.5.1

For each of the following pairs of matrices, determine whether BB is an inverse of AA.

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Exercise 4.5.2

Suppose AB=ACAB=AC and AA is an invertible n×nn\times n-matrix. Does it follow that B=CB=C? Explain why or why not.

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Exercise 4.5.3

Suppose AB=ACAB=AC and AA is a non-invertible n×nn\times n-matrix. Does it follow that B=CB=C? Explain why or why not.

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Exercise 4.5.4

For each of the following matrices, find the inverse if possible. If the inverse does not exist, explain why.

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Exercise 4.5.5

For each of the following matrices, find the inverse if possible. If the inverse does not exist, explain why.

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Exercise 4.5.6

Let AA be a 2×22\times 2 invertible matrix, with A=[abcd]A=\left[\begin{array}{cc}a&b\\ c&d\end{array}\right]. Find a formula for A−1A^{-1} in terms of a,b,c,da,b,c,d.

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Exercise 4.5.8

Using the inverse of the matrix, find the solution to the systems:

Now give the solution in terms of a,ba,b, and cc to the following:

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Exercise 4.5.9

Show that if AA is an n×nn\times n invertible matrix and XX and BB are n×1n\times 1-matrices such that AX=BAX=B, then X=A−1BX=A^{-1}B.

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Exercise 4.5.10

Prove that if A−1A^{-1} exists and AX=0AX=0 then X=0X=0.

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Exercise 4.5.11

Show (AB)−1=B−1A−1(AB)^{-1}=B^{-1}A^{-1} by verifying that

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Exercise 4.5.12

Is it possible to have matrices AA and BB such that AB=IAB=I, while BA=0BA=0? If it is possible, give an example of such matrices. If it is not possible, explain why.

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Exercise 4.5.14

If AA is invertible, show that A2A^{2} is invertible and (A2)−1=(A−1)2(A^{2})^{-1}=(A^{-1})^{2}.

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Exercise 4.5.15

If AA is invertible, show (A−1)−1=A(A^{-1})^{-1}=A. Hint: Use the uniqueness of inverses.

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Exercise 4.5.16

Determine whether BB is a right inverse, left inverse, both, or neither of AA.

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Exercise 4.5.17

Show that right inverses are not unique by giving an example of matrices A,B,CA,B,C such that both BB and CC are right inverses of AA, but B≠CB\neq C.

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Exercise 4.5.18

Solve the following system of equations by using the inverse of a suitable matrix.

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Exercise 4.5.19

Suppose that A,B,C,DA,B,C,D are n×nn\times n-matrices, and that all relevant matrices are invertible. Further, suppose that (A+B)−1=CB−1(A+B)^{-1}=CB^{-1}. Solve this equation for AA (in terms of BB and CC), BB (in terms of AA and CC), and CC (in terms of AA and BB).

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Exercise 4.5.20

Which of the following matrices is right invertible? Find a right inverse if one exists. If possible, find two different right inverses.

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Adapted from Matrix Theory and Linear Algebra © 2017–2026 Peter Selinger, Lyryx Learning, and Ken Kuttler. Licensed under CC BY 4.0. Source: Matrix Theory and Linear Algebra. Imported at revision d74bc3a.