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Everything about Brandes' algorithm

Algorithm for finding important nodes in a graph

In network theory, Brandes' algorithm is an algorithm for calculating the betweenness centrality of vertices in a graph. The algorithm was first published in 2001 by Ulrik Brandes. Betweenness centrality, along with other measures of centrality, is an important measure in many real-world networks, such as social networks and computer networks. Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: Brandes' algorithmA 5-minute orientation
  2. Pick up a classic book: Introduction to AlgorithmsThe most-reprinted book on the subject
  3. Read the landmark paper: An Adaptive Version of Brandes' Algorithm for Betweenness CentralityCited 7 times
  4. Go sideways: Parallel single-source shortest path algorithmA closely related topic
  5. Go sideways: Group centralityA closely related topic

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