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A Formal Basis for the Heuristic Determination of Minimum Cost Paths

Peter E. Hart, Nils J. Nilsson, Bertram Raphael · 1968 · IEEE Transactions on Systems Science and Cybernetics, SSC-4(2), 100–107

Search & PlanningArtificial IntelligenceView source ↗

Summary

Introduces the A* algorithm, which orders search by the sum of the cost already incurred and a heuristic estimate of the cost remaining, and proves it optimal when the heuristic never overestimates.

Why it matters

It put heuristic search on a rigorous footing by identifying admissibility as the precise condition under which using a heuristic costs nothing in solution quality. A* remains the default informed search algorithm in routing, planning, and games.