Monday, 11 July 2016

matrices - The relationship between matrix rank and its characteristic polynomial coefficients



Given the matrix characteristic polynomial coefficients. Is there a quick way to determine the rank of the matrix?


Answer



In general nothing can be said about rank of the matrix by merely looking at char polynomial. Take A=[0010]

RankA=1, though char polynomial is x2=0. But if your matrix is diagonalizable, ''effective degree'' of the characteristic polynomial is equal to the matrix rank, since for a diagonalizable matrix, rank turns out to be number of non zero eigenvalues.


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