Let \(B(t)\) be a \(C^1\) real \(d\times d\) matrix function defined for \(t\in [0,\infty )\) such that
Let \(A\) be a real \(d\times d\) matrix such that \(\operatorname {Re}\lambda <0\) for all eigenvalues of \(A\). Show that there is \(\delta >0\) such that if \(|x_0|\le \delta \), then the initial value problem
(2)
has a solution such that \(x(t)\to 0\) as \(t\to \infty \). [Provide the complete proof. Do not just quote a theorem.]
[Hint: Use the variation of parameters formula and Gronwall’s Inequality, which says that for \(f(t)\), \(\phi (t)\) nonnegative continuous functions on the interval \([0,T]\) and for \(c_0\ge 0\), if \[ f(t)\le c_0+\int _0^t \phi (s)f(s)\,ds \] for all \(t\in [0,T]\), then \[ f(t)\le c_0\exp \left (\int _0^t \phi (s)\,ds\right ) \] for all \(t\in [0,T]\). You might first show that there is a constant \(k\) such that if \(\epsilon \) is small enough and \(|x_0|<\epsilon \) then the solution remains bounded \(|x(t)|\le k|x_0|\) for all \(t\in [0,T]\).]