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Search Strategy

Search Strategy

Jun 09, 20251 min read

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Evaluation

Search strategies are evaluated along the following dimensions:

  • completeness: does it always find a solution if one exists?
  • time complexity: number of nodes generated/expanded
  • space complexity: maximum number of nodes in memory
  • optimality: does it always find a least-cost solution?

Time and space complexity are measured in terms of:

  • b: maximum branching factor of the search tree
  • d: depth of the least-cost solution
  • m: maximum depth of the state space (may be ∞)

Graph View

Backlinks

  • A* Search
  • Bidirectional Search
  • Hill-Climbing

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