Skip to content
Sun, Oct 11, 2026 / Ideas for a clearer worldINDEPENDENT INSIGHTS · PRACTICAL TOOLS · EXPLAINERS
Sign in
basic / September 5, 2021

Cayley-Hamilton Theorem

Given (1) (2) then (3) where  is the identity matrix. Cayley verified this identity for  and 3 and postulated that it was true for all . For , direct verification gives (4) (5) (6) (7) (8) (9) (10) (11) so (12) The Cayley-Hamilton theorem states that an  matrix  is annihilated by its characteristic polynomial , which is monic of degree .

Given

(1)
(2)

then

(3)

where  is the identity matrix. Cayley verified this identity for  and 3 and postulated that it was true for all . For , direct verification gives

(4)
(5)
(6)
(7)
(8)
(9)
(10)
(11)

so

(12)

The Cayley-Hamilton theorem states that an  matrix  is annihilated by its characteristic polynomial , which is monic of degree .