Is there a quadratic equation for matrices?
If you
Eddie Clarke
Answered question
2022-04-13
Is there a quadratic equation for matrices? If you have an matrix A that satisfies does it let you say anything about A?
Answer & Explanation
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 , then , and since v is nonzero this implies that . In particular, you know that A has at most two eigenvalues, and in particular they could be either of the roots of the polynomial . (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 has two distinct roots, then the matrix must be diagonalizable. Indeed, a Jordan block of size with eigenvalue α has minimal polynomial , and your matrix can't satisfy a polynomial one of its Jordan blocks doesn't satisfy, so if your polynomial has the form with , then it cannot have a jordan block of size . 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 , 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.