determinant in terms of traces of powers
It is possible to express the determinant of a matrix in of traces of
powers of a matrix.
The easiest way to derive these expressions is to specialize to the case of
diagonal matrices. For instance, suppose we have a 2×2 matrix M=diag(u,v). Then
detM | = | uv | ||
trM | = | u+v | ||
trM2 | = | u2+v2 |
From the algebraic identity (u+v)2=u2+v2+2uv, it can be concluded that detM=12(trM)2-12tr(M2).
Likewise, one can derive expressions for the determinants of larger matrices from the identities for elementary symmetric polynomials in of power sums. For instance, from the identity
xyz=16(x+y+z)3-12(x2+y2+z2)(x+y+z)+13(x3+y3+z3), |
it can be concluded that
detM=16(trM)3-12(trM2)(trM)+13trM3 |
for a 3×3 matrix M.
Title | determinant in terms of traces of powers |
---|---|
Canonical name | DeterminantInTermsOfTracesOfPowers |
Date of creation | 2013-03-22 15:57:08 |
Last modified on | 2013-03-22 15:57:08 |
Owner | Mathprof (13753) |
Last modified by | Mathprof (13753) |
Numerical id | 11 |
Author | Mathprof (13753) |
Entry type | Theorem |
Classification | msc 15A15 |