We study the effect of time delayed feedback control in the form proposed by Pyragas on deterministic
chaos in the Rossler system. We reveal the general bifurcation diagram in the parameter
plane of time delay and feedback strength K which allows one to explain the phenomena that have
been discovered in some previous works. We show that the bifurcation diagram has essentially a
multi-leaf structure that constitutes multistability: the larger the time delay , the larger the number of attractors
that can coexist in the phase space. Feedback induces a large variety of regimes non-existent in
the original system, among them tori and chaotic attractors born from them. Finally, we estimate
how the parameters of delayed feedback influence the periods of limit cycles in the system.