Which search strategy guarntees finding the least-cost solution?Bredth-first searchDepth-first searchUniform-cost search
Question
Which search strategy guarantees finding the least-cost solution?
- Bredth-first search
- Depth-first search
- Uniform-cost search
Solution
The search strategy that guarantees finding the least-cost solution is Uniform-cost search.
Here's why:
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Breadth-first search: This strategy starts at the tree root and explores all the neighboring nodes at the present depth prior to moving on to nodes at the next depth level. It doesn't take into account the path cost, so it doesn't guarantee the least-cost solution.
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Depth-first search: This strategy starts at the root and explores as far as possible along each branch before backtracking. Like breadth-first, it doesn't consider the path cost, so it doesn't guarantee the least-cost solution either.
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Uniform-cost search: This strategy explores the node with the lowest path cost first. Therefore, it always expands the least-cost unexpanded node. It continues the process until the goal has been reached. Hence, it guarantees finding the least-cost solution.
Similar Questions
Which algorithm is known for finding optimal solutions by iteratively minimizing a cost function?
Which search strategy is also called as blind search?OptionsUninformed searchSimple reflex searchAll of the mentionedInformed search
Which of the following is an example of an informed (heuristic) search algorithm?
Which search strategy explores nodes in a systematic, layer-by-layer manner?Options Depth-First Search (DFS) A* search Hill ClimbingBreadth-First Search (BFS)
Select the correct answerInformed search strategies are also known as:OptionsBlind searchUninformed searchHeuristic search Random Search
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