Question: Hello, can you help me to solve this question with code using Python? Thank you for helping!! Task 2.7: Improve hill-climbing with random restarts When

Hello, can you help me to solve this question with code using Python? Thank you for helping!!

Hello, can you help me to solve this question with code usingPython? Thank you for helping!! Task 2.7: Improve hill-climbing with random restartsWhen no "better" neighbouring solutions are present, local search is stuck at

Task 2.7: Improve hill-climbing with random restarts When no "better" neighbouring solutions are present, local search is stuck at a local minima. One way to combat this is to simply repeat local search from random initial states, taking the best performing iteration. Implement hill_climbing_with_random_restarts(cities, distances, repeats) by repeating hill climbing at different random locations. Implementations for heuristic(cities, distances, route) and hil1_climbing(cities, distances) has been provided on Coursemology for this section, but you can redefine it with your own version if you wish. CS Scanned with CamScanner \[ \begin{array}{l} \text { def hil1_climbing_with_random_restarts(cities: int, distances: List[Tuple[int]], repeats: i } \\ r^{\text {m..." }} \\ \text { Hill climbing with random restarts finds the solution to reach the goal from the initia } \end{array} \] Args : cities (int): The number of cities to be visited distances (List[Tuple[int]]): The list of distances between every two cities Each distance is represented as a tuple in the form of (c1, c2, d), where c1 and c2 are the two cities and d is the distance between them. The length of the list should be equal to cities * (cities - 1)/2. repeats (int): The number of times hill climbing to be repeated. The default value is 10. Returns: noute (List[int]): The shortest route, represented by a list of cities in the order to be traversed. route =[] YOUR CODE HERE END YOUR CODE HERE return route CS Scanned with CarnScarnner

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