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Next: Best-First Search Previous: Bidirectional Search Informed SearchesBest-First Search, Hill Climbing, Beam Search, A*, IDA*, RBFS, SMA* (the last three are not talked about much in lecture) We'll learn related terms such as heuristics, optimal solution, informedness, hill climbing problems (local maxima/minima, plateau, foothill problem) and admissibility. Let g(n) = estimated cost from initial state to node n Uniform cost search (branch-and-bound search) uses this measure. Let h(n) = estimated (guessed) distance from node n to closest goal The function h is our HEURISTIC. Robot Path Planning - Euclidean distance to goal 8 Puzzle - number of tiles out of place Methods which use h to guide search are called heuristic search methods.
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