Is there a quadratic equation for matrices? If you

Eddie Clarke

Eddie Clarke

Answered question

2022-04-13

Is there a quadratic equation for matrices?
If you have an n×n matrix A that satisfies
aA2+bA+cIn=0n
does it let you say anything about A?

Answer & Explanation

WigwrannyErarmbmk

WigwrannyErarmbmk

Beginner2022-04-14Added 13 answers

Yes. If a matrix satisfies a polynomial, it implies that all its eigenvalues satisfy this same polynomial. (For example in your situation, if v is an eigenvector of A with eigenvalue λ, then aA2v+bAv+cInv=(aλ2+bλ+c)v=0, and since v is nonzero this implies that aλ2+bλ+c=0.
In particular, you know that A has at most two eigenvalues, and in particular they could be either of the roots of the polynomial aX2+bX+c. (If it happens that this polynomial has only one root, then you know A has only one eigenvalue.)
Using the Jordan form, it tells you that A's Jordan form has only at most these two values on the diagonal; thus A is similar to a Jordan form matrix with at most those two values on the diagonal.
Actually, you can know a little more. If the quadratic polynomial aX2+bX+c has two distinct roots, then the matrix must be diagonalizable. Indeed, a Jordan block of size m×m with eigenvalue α has minimal polynomial (Xα)m, and your matrix can't satisfy a polynomial one of its Jordan blocks doesn't satisfy, so if your polynomial has the form a(Xα)(Xβ) with αβ, then it cannot have a jordan block of size m>1. So all the Jordan blocks are size 1. To summarize, if your polynomial has 2 distinct roots, then A is similar to a diagonal matrix with at most those 2 values on the diagonal.
If your polynomial has a double root, i.e., it's of the form a(Xα)2, then its Jordan form can have blocks of size up to 2. So in this case, it's similar to a Jordan matrix with only one value on the diagonal and blocks of size 1 and/or 2.
This is the most you can say though. Any matrix like I have described will be satisfy your polynomial, because all its Jordan blocks do.

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