Part of ALG-01 — Matrices & Determinants

Cayley-Hamilton Theorem -- Power Tool

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The Cayley-Hamilton theorem states that every square matrix satisfies its own characteristic equation. For a 2x2 matrix A with characteristic equation lambda2lambda^2 - (trace)lambda + det = 0, we get:

A2A^2 - (tr A)A + (det A)I = 0

Applications:

  1. Finding A^(-1): From A2A^2 - (tr A)A + (det A)I = 0, multiply by A^(-1): A - (tr A)I + (det A)A^(-1) = 0, giving A^(-1) = [(tr A)I - A] / det(A)

  2. Finding AnA^n: Reduce higher powers using the characteristic equation. E.g., A2A^2 = (tr A)A - (det A)I. Then A3A^3 = A * A2A^2 = A[(tr A)A - (det A)I] and substitute A2A^2 again.

  3. Finding polynomial expressions: For f(A) where f is any polynomial, divide f(lambda) by the characteristic polynomial. The remainder (degree < n) gives f(A).

This is the fastest method for "Find A100A^{100}" type problems in JEE.

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