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2.8.1 Data RefinementWe will continue the example from Section 2.4, where we built a simplified model of a traffic light controller. The model was simplified because we abstracted the traffic lights to TRUE and FALSE and a number of features were still missing. We will introduce data refinement in this section. The objective is to create a mapping between the abstract traffic light values and actual colours. Figure 2.13 depicts our mapping for the traffic light. ![]() Figure 2.13: Mapping between Abstract and Concrete Events For simplicity, the traffic light for pedestrians consists of only two lights: red and green. We break this problem into two steps:
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