Optimize D* Lite with heapq for O(log n) performance #1334
+246
−50
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Reference issue
Fixes #1333
What does this implement/fix?
This PR optimizes the D* Lite algorithm by replacing the list-based priority queue with a heapq-based implementation using lazy deletion.
Performance improvements:
Changes:
heapqentry_finderdictionary__eq__and__hash__methods to Node class for proper dictionary operationsCompatibility:
heapq) - no new dependenciesAdditional information
The optimization significantly improves scalability for larger grids and scenarios with frequent obstacle updates, while maintaining the exact same algorithm behavior and API.
CheckList