Some embodiments provide a method for a network controller that manages a first logical router of a logical network that is implemented across several managed network elements. The method receives input data specifying a first route for a second logical router. Based on a connection between the first logical router and a second logical router in the logical network, the method dynamically generates a second route for the first logical router based on the first route. The method distributes data to implement the first logical router, including the second route, to a set of the managed network elements.