Consider \[ \begin {aligned} \frac {dx}{dt} &= Ax+f(x),\\ x(0) &= x_0 \end {aligned} \tag {2.1} \] where \(x\in \mathbb {R}^n\) and \(A\) is a constant \(n\times n\) matrix. Suppose that \(A\) is semisimple, that \(f\in C^2\) and that \(f(0)=0\), \(D_xf(0)=0\).
- Define what is meant by the stable manifold, the center manifold and the unstable manifold at the origin for (2.1).
- Give a representation of the solution of (2.1) when \(f=0\), in terms of the eigenvalues of \(A\) and the associated projections and nilpotents. Indicate how to compute the projections.
- Discuss the asymptotic behavior of the solution in (b) for \(t\to \infty \). Characterize the manifolds defined in (a) as precisely as possible.
- Give a representation of the solution of (2.1) for \(f\ne 0\). Under what conditions, if any, on \(A\) and the initial data can one conclude that this solution exists for all \(t\in \mathbb {R}^+\)? You need not prove all the assertions for the last part, but should at least state your reasons.
- State the Hartman-Grobman theorem for \[ x'=F(x) \] and state clearly what further conditions, if any, are needed on (2.1) to apply the Hartman-Grobman theorem to (2.1).