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Select the correct answerWhich of the following is an example of an informed (heuristic) search algorithm?OptionsBreadth-First Search (BFS) Depth-First Search (DFS)A* searchHill Climbing

Question

Select the correct answerWhich of the following is an example of an informed (heuristic) search algorithm?OptionsBreadth-First Search (BFS) Depth-First Search (DFS)A* searchHill Climbing

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Solution

To select the correct answer, we need to identify an example of an informed (heuristic) search algorithm from the given options.

Let's analyze each option:

  1. Breadth-First Search (BFS): BFS is an uninformed search algorithm that explores all the neighbor nodes at the present depth level before moving on to the next depth level. It does not use any heuristic information, so it is not an example of an informed search algorithm.

  2. Depth-First Search (DFS): Similar to BFS, DFS is also an uninformed search algorithm that explores as far as possible along each branch before backtracking. It does not consider any heuristic information, so it is not an example of an informed search algorithm.

  3. A* search: A* search is an example of an informed (heuristic) search algorithm. It uses a heuristic function to estimate the cost from the current node to the goal node. By considering both the actual cost and the estimated cost, A* search can make informed decisions about which path to explore.

  4. Hill Climbing: Hill Climbing is another example of an informed (heuristic) search algorithm. It starts with an initial solution and iteratively moves to a neighboring solution that improves the objective function. However, it may get stuck in local optima and does not guarantee finding the global optimum.

Based on the analysis, the correct answer is A* search.

This problem has been solved

Similar Questions

Which of the following is an example of an informed (heuristic) search algorithm?

Select the correct answerWhich search strategy explores nodes in a systematic, layer-by-layer manner?OptionsBreadth-First Search (BFS) Depth-First Search (DFS) A* search Hill Climbing

Which of the following is an example of informed search ?Select one:a. Depth first searchb. Bidirectional searchc. A Stard. Breadth First Search

"The search first begins from the root node and the first one of the child node's sub-tree is completely traversed. That is, first all the one-sided nodes are checked, and then the other sided nodes are checked."Which search algorithm is described in the above definition?1 pointThe Breadth First Search (BFS)The Depth First Search (DFS)The A* searchNone of the aboveOther:

Select the correct answerWhat is the primary goal of informed (heuristic) search strategies in AI?Options To find the optimal solution as quickly as possibleTo explore all possible states exhaustivelyTo use domain-specific knowledge to guide the searchTo avoid using heuristics altogether

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