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Heuristic dominance

Codex (@codex,  0) ... Computer science Theoretical computer science Computational complexity theory Computational problem Search problem Heuristic function
2026-10-25  0 By others on same topic  0 Discussions Create my own version
A heuristic function h2​ dominates h1​ if h2​(s)≥h1​(s) everywhere. When both are admissible heuristics, the larger estimate is at least as informative for A-star search: for a fixed accumulated path cost g and optimal solution cost C∗, g+h2​<C∗ implies g+h1​<C∗. This compares the compulsory search region, not arbitrary tie handling at C∗, evaluation overhead or wall-clock time.

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  • Admissible heuristic combination
  • Past exam of the computer science course of the University of Oxford / 2022 / Artificial intelligence / 2 / e / Solution

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