A Comparison of Dijkstra's Algorithm Using Fibonacci Heaps, Binary Heaps, and Self-Balancing Binary Trees
Data Structures and Algorithms
2023-03-22 v2 Combinatorics
Abstract
This paper describes the shortest path problem in weighted graphs and examines the differences in efficiency that occur when using Dijkstra's algorithm with a Fibonacci heap, binary heap, and self-balancing binary tree. Using C++ implementations of these algorithm variants, we find that the fastest method is not always the one that has the lowest asymptotic complexity. Reasons for this are discussed and backed with empirical evidence.
Cite
@article{arxiv.2303.10034,
title = {A Comparison of Dijkstra's Algorithm Using Fibonacci Heaps, Binary Heaps, and Self-Balancing Binary Trees},
author = {Rhyd Lewis},
journal= {arXiv preprint arXiv:2303.10034},
year = {2023}
}
Comments
15 pages, 5 figures, 3 algorithms, 2 tables, source code listing