Let \(f(x)\in C^1(\mathbb {R}^n,\mathbb {R}^n)\) satisfy \(f(0)=0\). State the definitions: the zero solution of \[ \begin {cases} \dfrac {dx}{dt}=f(x),\\ x(0)=x_0, \end {cases} \] is Stable,
Asymptotically Stable and Unstable.
Show that the zero solution is asymptotically stable. \[ \begin {cases} \dot {x}=xy-x^3\\ \dot {y}=-y+x^3y \end {cases} \]
Suppose that the real \(n\times n\) matrix \(A\) has an eigenvalue with \(\Reop \,\lambda >0\). Prove that the
zero solution of \(\dot {x}=Ax\) is unstable.