Exploring Monotone Priority Queues for Dijkstra Optimization

September 09, 2024 Β· Declared Dead Β· πŸ› RAIRO Oper. Res.

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Authors Jonas Costa, Lucas Castro, Rosiane de Freitas arXiv ID 2409.06061 Category cs.DS: Data Structures & Algorithms Citations 1 Venue RAIRO Oper. Res. Last Checked 4 months ago
Abstract
This paper presents a comprehensive overview of monotone priority queues, focusing on their evolution and application in shortest path algorithms. Monotone priority queues are characterized by the property that their minimum key does not decrease over time, making them particularly effective for label-setting algorithms like Dijkstra's. Some key data structures within this category are explored, emphasizing those derived directly from Dial's algorithm, including variations of multi-level bucket structures and radix heaps. Theoretical complexities and practical considerations of these structures are discussed, with insights into their development and refinement provided through a historical timeline.
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