We consider the problem of demand estimation for public transport networks. Given an origin-destination matrix representing demand, distribution flow among different lines can be obtained assuming that it corresponds to a certain equilibrium characterized by optimization problem. The knowledge is expensive and sometimes unaffordable in practice. Traditionally, estimated using statistical or eco...