Computational Geometry: Find all line intersections - Create a new GA algorithm

In Computational Geometry there are several algorithms to find all line intersections. I was suggested to try to modify one of th existing algorithms through genetic algorithms.
I am not sure if this can be done because i am not an expert in GA. So if you think it can be done please bid and get the job done.