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minimum-spanning-tree

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graph-theory

Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Randomized Distributed, Vizing, Topological Sort, DFS, BFS

  • Updated Aug 13, 2021
  • Jupyter Notebook

This program generates a playlist in a sequence that allows a continuous and uninterrupted listening experience. The goal of this algorithm is to minimize the weight difference between each pair of adjacent tracks in the sequence using Christofides algorithm, an approximate algorithm for solving traveling salesman problem

  • Updated Jun 18, 2021
  • Python

🧳 ✈️ A project based in High Performance Computing. This project was built using Apache Spark API, Java and Gradle. The scenario of the project was a Cluster-based implementation of the Prim's Algorithm in a Graph representation of a network of routes between several airports and the average departure delays of that routes. The goal of this project is to find the bottleneck airport, i.e., the airport with greater aggregated departure delays, then apply a reduction factor and recompute the Minimum Spanning Tree (M.S.T. - Prim's Algorithm).

  • Updated Oct 13, 2020
  • Python
Graph-Theory

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