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From course:

Intro to AI 1

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Question:

Beam search

Author: Christian N



Answer:

Problem: best-first greedy search might get stuck Solution: keep track of k best alternative solutions Algorithm summary: Execute greedy best-first search with the following extension 1 Sort the fringe and keep only the best k nodes 2 Remove all nodes from the fringe and expand the best k nodes 3 If the goal is found – quit; otherwise 4 Add resulting nodes to the fringe, depending on the search variant used (tree, graph, etc.) and continue from the first step


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