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InformedSearch

We implement an AI problem formulation. In AI, a problem is defined as an {Initial state, Goal state/test, Cost function, Actions}. Some formulations can also include the notion of transition models, but in our case, it is implicit.

We also implement UCS and A* in the context of such a definition.

We use these implementations and problem formulation to solve the problem of optimally finding the shortest route from City A to City B. The example cities used are conform with the ones listed in Artificial Intelligence: A modern approach (3rd edition), and shown on the image below:

alt text