The Bifurcation Discovery Tool uses a genetic algorithm to search for Hopf bifurcations, turning points, and bistable switches. The user can select parameters to be searched, admissible parameter ranges, and the nature of the bifurcation to be sought. The tool returns parameter values for the model for which the particular behavior is observed.