Which of the following is an example of an informed (heuristic) search algorithm?Options Depth-First Search (DFS)A* searchHill ClimbingBreadth-First Search (BFS)
Question
Which of the following is an example of an informed (heuristic) search algorithm?Options Depth-First Search (DFS)A* searchHill ClimbingBreadth-First Search (BFS)
Solution
The example of an informed (heuristic) search algorithm from the given options is A* search.
Here's why:
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Depth-First Search (DFS) and Breadth-First Search (BFS) are both uninformed search algorithms. They do not have any additional information about the state beyond its definition and the problem’s statement.
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Hill Climbing is a local search algorithm and it is not typically classified under the category of informed search algorithms.
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A* search, on the other hand, is an informed search algorithm. It uses a heuristic function to estimate the cost of the path from a given state to the goal, which guides the search by prioritizing states that are believed to lead to a goal.
Similar Questions
Which of the following is an example of an informed (heuristic) search algorithm?
Which of the following is an example of informed search ?Select one:a. Depth first searchb. Bidirectional searchc. A Stard. Breadth First Search
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
Informed search strategies are also known as:Options Random SearchBlind searchUninformed searchHeuristic search
What is the primary goal of informed (heuristic) search strategies in AI?OptionsTo avoid using heuristics altogether To find the optimal solution as quickly as possibleTo explore all possible states exhaustivelyTo use domain-specific knowledge to guide the search
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