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Laplace’s Expansion

Expanding along a row or column using minors and cofactors, plus the adjoint matrix and the formula it yields for a matrix inverse.

Linear Algebra, Laplace’s Expansion

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19 exercises

Exercise 1

Find the cofactor.

  • (a)  T2,3T_{2,3}     (b)  T3,2T_{3,2}     (c)  T1,3T_{1,3}

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Exercise 2

Find the adjoint to this matrix.

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Exercise 3

This determinant is 00. Compute that by expanding on the first row.

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Exercise 4

Find the determinant by expanding

  • (a)  on the first row     (b)  on the second row     (c)  on the third column.

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Exercise 5

Find the adjoint of the matrix in Example 1.5.

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Exercise 6

Find the matrix adjoint to each.

  • (a)  (214−102101)\begin{pmatrix}2&1&4\\ -1&0&2\\ 1&0&1\end{pmatrix}     (b)  (3−124)\begin{pmatrix}3&-1\\ 2&4\end{pmatrix}     (c)  (1150)\begin{pmatrix}1&1\\ 5&0\end{pmatrix}     (d)  (143−103189)\begin{pmatrix}1&4&3\\ -1&0&3\\ 1&8&9\end{pmatrix}

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Exercise 7

Find the inverse of each matrix in the prior question with Theorem 1.8.

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Exercise 8

Find the matrix adjoint to this one.

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Exercise 9

Expand across the first row to derive the formula for the determinant of a 2 ⁣× ⁣22\!\times\!2 matrix.

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Exercise 10

Expand across the first row to derive the formula for the determinant of a 3 ⁣× ⁣33\!\times\!3 matrix.

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Exercise 11

  • Give a formula for the adjoint of a 2 ⁣× ⁣22\!\times\!2 matrix.

  • Use it to derive the formula for the inverse.

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Exercise 12

Can we compute a determinant by expanding down the diagonal?

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Exercise 13

Give a formula for the adjoint of a diagonal matrix.

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Exercise 14

Prove that the transpose of the adjoint is the adjoint of the transpose.

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Exercise 15

Prove or disprove: adj⁡(adj⁡(T))=T\operatorname{adj}(\operatorname{adj}(T))=T.

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Exercise 16

A square matrix is upper triangular if each i,ji,j entry is zero in the part above the diagonal, that is, when i>ji>j.

  • Must the adjoint of an upper triangular matrix be upper triangular? Lower triangular?

  • Prove that the inverse of a upper triangular matrix is upper triangular, if an inverse exists.

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Exercise 17

This question requires material from the optional Determinants Exist subsection. Prove Theorem 1.4 by using the permutation expansion.

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Exercise 18

Prove that the determinant of a matrix equals the determinant of its transpose using Laplace’s expansion and induction on the size of the matrix.

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Exercise 19

Show that

where FnF_{n} is the nn-th term of 1,1,2,3,5,…,x,y,x+y,… 1,1,2,3,5,\dots,x,y,x+y,\ldots\,, the Fibonacci sequence, and the determinant is of order n−1n-1.

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Adapted from Linear Algebra © 2016 Jim Hefferon. Licensed under CC BY-SA 3.0 US. Source: Linear Algebra. Imported at revision df2262e.