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Consider the perturbed d×dmatrix A∊=A+∊ B , where the value of ∊ is small. Show the following useful approximation for approximating A⁻¹∊ from A⁻¹:

A⁻¹∊ ≈A⁻¹ - ∊A⁻¹BA⁻¹

User Jrocc
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The approximation A-1ε ≈ A-1 - εA-1BA-1 for a perturbed matrix Aε = A + ε B is derived using a series expansion while neglecting the higher-order terms of ε.

The student is asking how to approximate A-1ε given A-1 for a perturbed matrix Aε = A + ε B, where ε is a small value. This can be derived using the definition of the inverse of a sum of matrices and perturbation theory. We assume that A is invertible and ε is sufficiently small such that Aε remains invertible.

To find Aε-1, we use the formula (A + ε B)-1 and apply a series expansion, neglecting higher-order terms of ε since it is small. To the first order, this gives us the approximation A-1ε ≈ A-1 - ε A-1B A-1, illustrating that the perturbed inverse can be approximated by subtracting ε times the product of A-1, B, and A-1 from A-1.

Conclusion: With the help of elementary matrix operations and perturbation theory, a useful approximation for the inverse of the perturbed matrix is obtained, which is particularly valuable when dealing with small perturbations in practical applications.

User Prasanth Madhavan
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