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Matrix Determinants and Inverses
Lesson 12.3
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How to Determine if Two Matrices are Inverses
Multiply the two matrices: AB and BA. If the result is an identity matrix, then the matrices are inverses. Example: Are A and B inverses? No, their product does not equal the 2x2 identity matrix
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Are C and D inverses? Yes, their product equals the 3x3 identity matrix
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Non-square matrices do not have inverses.
Inverse of a Matrix Multiplicative Inverse of a Matrix For a square matrix A, the inverse is written A-1. When A is multiplied by A-1 the result is the identity matrix I. Non-square matrices do not have inverses. AA-1 = A-1A = I
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Example: For matrix A , its inverse is A-1 Since AA-1 = A-1A=
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Requirements to have an Inverse The matrix must be square
(same number of rows and columns). 2. The determinant of the matrix must not be zero A square matrix that has an inverse is called invertible or non-singular. A matrix that does not have an inverse is called singular. A matrix does not have to have an inverse, but if it does, the inverse is unique.
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Can we find a matrix to multiply the first matrix by to get the identity?
Let A be an n n matrix. If there exists a matrix B such that AB = BA = I then we call this matrix the inverse of A and denote it A-1.
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Check this answer by multiplying
Check this answer by multiplying. We should get the identity matrix if we’ve found the inverse.
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Determinants
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Finding the determinant of a matrix
= ad - bc Determinants are similar to absolute values, and use the same notation, but they are not identical, and one of the differences is that determinants can indeed be negative.
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NOTICE The difference is in the type of brackets
If you have a square matrix, its determinant is written by taking the same grid of numbers and putting them inside absolute-value bars instead of square brackets: If this is "the matrix A" (or "A")... ...then this is "the determinant of A" (or "det A"). NOTICE The difference is in the type of brackets
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Evaluate the following determinant:
Multiply the diagonals, and subtract:
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Find the determinant of the following matrix:
Convert from a matrix to a determinant, multiply along the diagonals, subtract, and simplify:
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The computations for 3×3 determinants are messier than for 2×2's.
Various methods can be used, but the simplest is probably the following: Take a matrix A: Write down its determinant:
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Then multiply along the down-diagonals:
Extend the determinant's grid by rewriting the first two columns of numbers Then multiply along the down-diagonals:
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...and along the up-diagonals
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Add the down-diagonals and subtract the up-diagonals:
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And simplify Then det(A)= 1.
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Find the determinant of the following matrix:
First convert from the matrix to its determinant, with the extra columns:
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Then multiply down and up the diagonals:
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Then add the down-diagonals, subtract the up-diagonals, and simplify for the final answer:
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