Let $A$ be a $n\times n$ matrix with $A^2=A^t$. Show that every real eigen value of $A$ is either $ 0$ or $1$
2026-04-13 19:14:16.1776107656
Eigenvalues of a matrix whose square equals its transpose
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We have
$$A^2=A^t\implies (A^t)^2=(A^2)^2=A^4=A$$ hence the polynomial $P=x^4-x=x(x^3-1)=x(x-1)(x^2+x+1)$ annihilates $A$ and then the eigenvalues of $A$ belong to the set of roots $P$. The real roots are $0$ and $1$.