[Math] Given a characteristic polynomial of a matrix A, find the nullity, rank

linear algebra

If i'm only given the characteristic polynomial of a matrix $A$, how would I find the given information:

  • Rank
  • Nullity
  • Number of elements in the eigenvectors of $A$
  • Number of elements in the null space of $A$

The only information that i can figure out are:

  • the eigenvalues
  • the dimensions of the matrix and
  • the determinant of the matrix which is the product of the eigenvalues.

Best Answer

In general case it's impossible to know the rank of a matrix only from its characteristic polynomial

see the answer in Relation between rank and number of distinct eigen values