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Eigenvalues and diagonalisation
Lesson 5 of 10
Introduction

Finding eigenvalues

Objective. Compute eigenvalues from the characteristic equation.

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  2. 2. Worked example
  3. 3. Practice
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  5. 5. Continue

Learn: the key idea

Eigenvalues satisfy det(A − λI) = 0. For a 2 × 2 matrix this reduces to λ² − (trace)λ + det = 0.

Worked example

Find the eigenvalues of A = [[2, 1], [1, 2]].

Find the eigenvalues of A…
Illustrated card showing Find the eigenvalues of A = [[2
  1. 1Trace = 4, determinant = 3.
  2. 2λ² − 4λ + 3 = 0.
  3. 3(λ − 1)(λ − 3) = 0.

Answer: λ = 1 and λ = 3

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Common mistake. Solving det(A) − λ = 0 instead of det(A − λI) = 0.

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