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Uninformed Search

Uninformed Search

作者: Ysgc | 来源:发表于2020-01-08 12:20 被阅读0次

    perception (+ memory)
    no consideration of the consequences

    quick response
    not rational (optimal)

    the space is too large!

    we want to search as small as possible, yet find the destination

    fringe: frontier nodes to be explored

    a small search tree actual search tree

    actual search tree is too large!

    (note: the graph has no circle)

    next: the direction of search

    randomly pick one, if no heuristic

    DFS: better memory properties (much less memory usage)
    BFS: good at finding an optimal solution

    The last layer of BFS is too large!

    C^* ~> optimal cost
    \epsilon ~> minimal cost for each step

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