We present a rigorous analysis of the (1+1) evolutionary algorithm for the single source shortest path problem.
We show both an upper as well as a matching lower bound on the expected optimisation time of the (1+1)-EA.
Also, using Chernoff Bounds, we are able to prove that these bounds not only hold in expectation, but also with high probability.