The obvious solution to the theory of time-travel.
Time travel is possible.
Advanced societies do it.
What happens when you go back & kill your grandfather is simple, it's a parallel universe.
David Deustch a noted physicist has written about this. All based on explaining the anomalies of the photon slit experiment.
-philw