Fig. 1

Models and simulators. a A system can be viewed as a black box which outputs what we observe, and our explanation of the observations forms a model. b We can build simulators to implement our models, in order to test them and make predictions about the future. Computational mechanics defines the optimal models to be those with the minimal internal memory requirement