If the three 12V outputs can share a common ground, just link them together and use a simple transformer-rectifier-regulator circuit. If they must be isolated from each other as well, either use a transformer with three secondaries or three individual single secondary transformers. You can design an SMPS with three outputs but the cost would be significantly higher.