We analyze the regime of strong perturbation in a laser diode subjected to delayed optical feedback (DOF) from an external reflector, and study the intermediate region between short and long cavities, using Lang and Kobayashi equations to follow the dynamic regimes of the DOF system. We find that well-known regimes of unperturbed oscillations, period one, multi-periodic, and chaos are dictated by interplay of coupling factor K, distance L, and phase
of the external reflector, and linewidth enhancement factor
. We plot the boundaries of different regimes in the
plane for several values of L and
, and characterize them in the transition from very short cavity
with negligible high-level effects, to long cavity
where the
plane is almost completely filled with chaos. We show that chaos and periodicity regimes are only found at
, though for
the DOF system is also subject to self-mixing perturbations. Self-mixing induced FM and AM of the optical signal are found in all regions of stable oscillations, and for
frequency switching occurs at a certain
for any K and L. Chaos develops at increased K and L in correspondence to loci of frequency switching.