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Applied Mathematics · Ch 2 — Algebra

Inverse of a Matrix

2.7

Inverse of a Matrix

A square matrix AA of order nn is called invertible if there exists another square matrix BB of the same order such that AB=BA=IAB = BA = I, where II is the identity matrix of order nn. When such a BB exists, it is called the inverse of AA, written A−1A^{-1} — and it is always unique.

A A−1=A−1A=IA\,A^{-1} = A^{-1}A = I

The inverse behaves in ways that echo reciprocals of ordinary numbers: for two invertible matrices AA and BB of the same order, (AB)−1=B−1A−1(AB)^{-1} = B^{-1}A^{-1} (note the order reverses); taking the inverse twice returns the original matrix, (A−1)−1=A(A^{-1})^{-1} = A; and the inverse of a transpose equals the transpose of the inverse, (AT)−1=(A−1)T(A^{T})^{-1} = (A^{-1})^{T}. …