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Linear Algebra, 2020a

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364 Chapter Four. Determinants<br />

the determinant.)<br />

⎡ ∣ ∣ ⎤<br />

∣∣∣∣∣∣<br />

1 0 0<br />

∣∣∣∣∣∣ 1 0 0<br />

⎢<br />

⎥<br />

= t 1,1 · ⎣t 2,2 t 3,3 0 1 0<br />

+ t 2,3 t 3,2 0 0 1<br />

⎦<br />

0 0 1∣<br />

0 1 0∣<br />

⎡ ∣ ∣ ⎤<br />

∣∣∣∣∣∣<br />

1 0 0<br />

∣∣∣∣∣∣ 1 0 0<br />

⎢<br />

⎥<br />

− t 1,2 · ⎣t 2,1 t 3,3 0 1 0<br />

+ t 2,3 t 3,1 0 0 1<br />

⎦<br />

0 0 1∣<br />

0 1 0∣<br />

⎡ ∣ ∣ ⎤<br />

∣∣∣∣∣∣<br />

1 0 0<br />

∣∣∣∣∣∣ 1 0 0<br />

⎢<br />

⎥<br />

+ t 1,3 · ⎣t 2,1 t 3,2 0 1 0<br />

+ t 2,2 t 3,1 0 0 1<br />

⎦<br />

0 0 1∣<br />

0 1 0∣<br />

On each line the terms in square brackets involve only the second and third row<br />

and column, and simplify to a 2×2 determinant.<br />

∣ ∣ ∣ t 2,2 t ∣∣∣∣ 2,3<br />

= t 1,1 ·<br />

− t<br />

∣<br />

1,2 ·<br />

t 2,1 t ∣∣∣∣ 2,3<br />

+ t<br />

t 3,2 t 3,3 ∣<br />

1,3 ·<br />

t 2,1 t ∣∣∣∣<br />

2,2<br />

t 3,1 t 3,3 ∣ t 3,2<br />

The formula given in Theorem 1.5, which generalizes this example, is a recurrence<br />

— the determinant is expressed as a combination of determinants. This<br />

formula isn’t circular because it gives the n×n case in terms of smaller ones.<br />

t 3,1<br />

1.2 Definition For any n×n matrix T, the (n − 1)×(n − 1) matrix formed by<br />

deleting row i and column j of T is the i, j minor of T. The i, j cofactor T i,j of<br />

T is (−1) i+j times the determinant of the i, j minor of T.<br />

1.3 Example The 1, 2 cofactor of the matrix from Example 1.1 is the negative of<br />

the second 2×2 determinant.<br />

∣ t 2,1 t ∣∣∣∣<br />

2,3<br />

T 1,2 =−1 ·<br />

∣ t 3,3<br />

1.4 Example Where<br />

⎛<br />

⎜<br />

1 2 3<br />

⎞<br />

⎟<br />

T = ⎝4 5 6⎠<br />

7 8 9<br />

these are the 1, 2 and 2, 2 cofactors.<br />

T 1,2 =(−1) 1+2 ·<br />

4 6<br />

∣7 9∣ = 6 T 2,2 =(−1) 2+2 ·<br />

1 3<br />

∣7 9∣ =−12<br />

t 3,1

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