What are easy and quick ways to verify determinant, minimal polynomial, characteristic polynomial, eigenvalues, eigenvectors after calculating them?
So if I calculated determinant, minimal polynomial, characteristic polynomial, eigenvalues, eigenvectors, what are ways to be sure that I didn't do a major mistake? I don't want to verify my solutions all the way through, I just want a quick way which gives me that it is highly likely that the calculated determinant is right etc.
Let A be a matrix A∈Mat(n,C),
let det(A) be the determinant of matrix A,
let v1,v2,...,vk be eigenvectors of matrix A,
let λ1,λ2,...,λn be eigenvalues of matrix A,
let χA(t)=tn+an−1tn−1+⋯+a0=(t−λ1)⋯(t−λn) be the characteristic polynomial of matrix A,
let μA(t) be the minimal polynomial of matrix A.
Verifications suggested so far:
eigenvectors / eigenvalues
- det(A)=λm11λm22⋯λmln where mi is the multiplicity of the corresponding eigenvalue
- a0=(−1)nλ1⋯λn
- eigenvectors can be verified by multiplying with the matrix; the eigenvalues can be verified at the same time; i.e. Avi=λivi
determinant
- det(A)=λm11λm22⋯λmll where mi is the multiplicity of the corresponding eigenvalue
characteristic / minimal polynomial
- a0=(−1)nλ1⋯λn
- μA(A)=0 and χA(A)=0
- μA(t)∣χA(t)
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