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refactor: Upgrade A* pathfinding algorithm with configurable heuristics (#13917)#14718

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refactor: Upgrade A* pathfinding algorithm with configurable heuristics (#13917)#14718
2298321623-bot wants to merge 6 commits into
TheAlgorithms:masterfrom
2298321623-bot:add-astar-search

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Describe your change:

  • Add an algorithm?
  • Fix a bug or typo in an existing algorithm?
  • Add or change doctests? -- Note: Please avoid changing both code and tests in a single pull request.
  • Documentation change?

Checklist:

  • I have read CONTRIBUTING.md.
  • This pull request is all my own work -- I have not plagiarized.
  • I know that pull requests will not be merged if they fail the automated tests.
  • This PR only changes one algorithm file. To ease review, please open separate PRs for separate algorithms.
  • All new Python files are placed inside an existing directory.
  • All filenames are in all lowercase characters with no spaces or dashes.
  • All functions and variable names follow Python naming conventions.
  • All function parameters and return values are annotated with Python type hints.
  • All functions have doctests that pass the automated testing.
  • All new algorithms include at least one URL that points to Wikipedia or another similar explanation.
  • If this pull request resolves one or more open issues then the description above includes the issue number(s) with a closing keyword: "Fixes #ISSUE-NUMBER".

📝 Description

Completely refactored and upgraded the existing inefficient A* pathfinding implementation to fully satisfy the enhancement proposal in #13917.

Key Features Implemented:

  1. Upgraded grid-based pathfinding to use a high-performance priority queue (heapq).
  2. Added support for graph adjacency list representations.
  3. Provided 3 configurable heuristic functions: Manhattan distance, Euclidean distance, and Chebyshev distance.
  4. Fully typed with Python type hints and fully verified with clean doctests.

Fixes #13917

@algorithms-keeper algorithms-keeper Bot added awaiting reviews This PR is ready to be reviewed enhancement This PR modified some existing files tests are failing Do not merge until tests pass labels May 25, 2026
@2298321623-bot 2298321623-bot force-pushed the add-astar-search branch 2 times, most recently from 3e30b74 to a161efa Compare May 25, 2026 11:08
@algorithms-keeper algorithms-keeper Bot removed the tests are failing Do not merge until tests pass label May 25, 2026
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Add A* (A-Star) Pathfinding Algorithm Implementation

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