Matrix Examples - Multiplication and Inverse (2×2)
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We are given 2 matrices, ` A = ((1,3),(4,-3)) ` and ` B = ((5,4),(8,10))`.
We'll use these matrices for the following examples.
2×2 Matrix Multiplication
In general, if `X = ((a,b),(c,d))` and `Y = ((e,f),(g,h))`, then the multiplication `X Y` is given by:
`X Y = ((a,b),(c,d)) ((e,f),(g,h)) = ((ae + bg,af + bh),(ce + dg,cf + dh)) `
So for our matrices `A` and `B` above, we have:
`A B = ((1,3),(4,-3)) ((5,4),(8,10))= ((1 xx 5 + 3 xx 8,1 xx 4 + 3 xx 10),(4 xx 5 + -3 xx 8,4 xx 4 + -3 xx 10)) = ((29,34),(-4,-14))`
`B A = ((5,4),(8,10)) ((1,3),(4,-3))= ((5 xx 1 + 4 xx 4,5 xx 3 + 4 xx -3),(8 xx 1 + 10 xx 4,8 xx 3 + 10 xx -3)) = ((21,3),(48,-6))`
2×2 Matrix Inverse
In general, the inverse of the 2×2 matrix `X = ((a,b),(c,d))` is given by:
`X^-1=1/det(X)((d, -b),(-c,a))`
Note: This only works for 2 × 2 matrices.
So for matrices `A` and `B` given above, we have the following results.
The inverse of
`A = ((1,3),(4,-3))`
is
`A^-1 = 1/det(A)((-3,-3),(-4,1))=1/-15((-3,-3),(-4,1))=((0.2,0.2),(0.26667,-0.06667))`
Check:
`A A^-1=((1,3),(4,-3))((0.2,0.2),(0.26667,-0.06667))=((1,0),(0,1))`
`A^-1 A=((0.2,0.2),(0.26667,-0.06667))((1,3),(4,-3))=((1,0),(0,1))`
So we know we have found the correct inverse.
The inverse of `B = ((5,4),(8,10))` is
`B^-1=1/det(B)((10,-4),(-8,5))=1/18((10,-4),(-8,5))=((0.55556,-0.22222),(-0.44444,0.27778))`
Check:
`B B^-1=((5,4),(8,10))((0.55556,-0.22222),(-0.44444,0.27778))`
`=B^-1 B=((0.55556,-0.22222),(-0.44444,0.27778))((5,4),(8,10))=((1,0),(0,1))`
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