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Which of the following is the feature(s) of hill claimbing algorithm?Generate and Test variantGreedy approachNo backtrackingAll the above

Question

Which of the following is the feature(s) of hill claimbing algorithm?Generate and Test variantGreedy approachNo backtrackingAll the above

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Solution

The feature(s) of the hill climbing algorithm are:

  1. Generate and Test variant: The hill climbing algorithm generates a set of possible solutions and tests each one to determine if it is an improvement over the current solution. This variant allows for exploration of different solutions.

  2. Greedy approach: The hill climbing algorithm follows a greedy approach by always selecting the best available option at each step. It chooses the solution that provides the highest improvement in the objective function.

  3. No backtracking: The hill climbing algorithm does not backtrack or undo any previous steps. It only moves forward by making incremental changes to the current solution.

Therefore, the correct answer is "All the above".

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Testing the logics of the algorithm and source code is calledBlack box testingWhite box testingBottom up testingTop down testing

What is the primary objective of the hill climbing algorithm? a. To always select the steepest ascent path in the search space b. To explore all possible paths equally until the goal is found c. To reach the highest point (maximum) in the search space d. To minimize the total cost from the start node to the goal node

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