Thursday, 14 December 2017

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 $$A=\left[\begin{array}{cc} 0 & 0 \\ 1 & 0 \end{array}\right]$$ Rank$A=1$, though char polynomial is $x^2=0$. 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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