The invention provides a multi-objective control method for an urban rail train. The multi-objective control method comprises a train control system and a train driving curve generation system, wherein the train driving curve generation system can generate an automatic driving curve for the train control system, and the train control system can control the train operation according to the automatic driving curve. The multi-objective control method is characterized in that the train driving curve generation system comprises a basic group module, an elite group module, a whole situation externalfile module, a local external file module, a communication control module and a driving curve generation module. By adopting the multi-objective control method, the convergence of a multi-objective particle cluster algorithm is good, the diversity of Pareto front solutions is good, and the multi-objective optimization effect is improved.