Suppose \(A\) is a constant \(n\times n\) matrix and consider the equation \[ \dot {x}(t)=Ax(t). \] Show that
if all eigenvalues have negative real parts then the trivial solution \(x(t)\equiv 0\) is
asymptotically stable; that is, every solution \(x(t)\to 0\) as \(t\to \infty \).
Show that if one eigenvalue of \(A\) has positive real part, then the trivial
solution of \(A\) is not stable.
Under what circumstances is the trivial solution stable if \(A\) has no eigenvalue
with positive real part, but does have eigenvalues with zero real part?
(State, don’t prove)
Do any of these results carry over if \(A\) is not a constant matrix? (State,
don’t prove.)