Math

Eigenvalue Calculator (2×2 Matrix)

Enter the four entries of a 2×2 matrix.

Your numbers

Your results

Eigenvalues
Eigenvalues
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Eigenvector for the first eigenvalue
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Eigenvector for the second eigenvalue
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Trace (sum of eigenvalues)
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Determinant (product of eigenvalues)
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Eigenvalue Calculator (2×2 Matrix) by TheCalcTools

How the Eigenvalue Calculator (2×2 Matrix) works

Eigenvalues solve the characteristic equation det(A − λI) = 0, which for a 2×2 matrix is λ² − (trace)λ + det = 0, so λ = tr/2 ± √(tr²/4 − det).

For each eigenvalue, an eigenvector v satisfies (A − λI)v = 0; for a 2×2 matrix (b, λ − a) works when b ≠ 0. Any non-zero multiple is also an eigenvector.

The formula

λ = tr/2 ± √(tr²/4 − det)

Worked example

Using the default values shown in the calculator:

a (row 1, column 1)4
b (row 1, column 2)1
c (row 2, column 1)2
d (row 2, column 2)3
  1. For [[4, 1], [2, 3]]: λ = 5 and 2.
  2. Eigenvectors (1, 1) and (1, -2).

Result:

Eigenvaluesλ = 5 and 2
Eigenvector for the first eigenvalue(1, 1)
Eigenvector for the second eigenvalue(1, -2)
Trace (sum of eigenvalues)7.0000
Determinant (product of eigenvalues)10.0000

Frequently asked questions

What do complex eigenvalues mean?

The matrix rotates vectors: no real direction is simply stretched.

Sources and further reading

More in Math · All calculators

This calculator gives estimates for information only. Check important results independently before you rely on them. See our disclaimer.