Find maximal cliques for large & sparse network

Versione 1.5.0.0 (3,43 KB) da max Wei
Find maximal cliques for large & sparse network
959 download
Aggiornato 13 ago 2014

Visualizza la licenza

IN A NUTSHELL: The code is based on maximalCliques() by Jeffrey Wildman, 2011. It uses logical indexing instead of set operations for better memory performance, and uses degeneracy ordering for faster performance with large and sparse network.
-----------------------------------
MORE DETAILS: It finds maximal cliques using the Bron-Kerbosch algorithm with both pivoting and degeneracy ordering. Degeneracy ordering speeds up the algorithm especially when the graph is large & sparse.
Given a graph's adjacency matrix, A, it finds all maximal cliques on A using the Bron-Kerbosch algorithm in a recursive manner. The graph is required to be undirected and must contain no self-edges.
The output is a sparse matrix where each column indicates a clique.

Part of the code is based on maximalCliques() by Jeffrey Wildman, 2011.

Algorithm Reference: Eppstein, Loffler, and Strash "Listing All Maximal Cliques in Sparse Graphs in Near-Optimal Time
", 2010

Cita come

max Wei (2024). Find maximal cliques for large & sparse network (https://www.mathworks.com/matlabcentral/fileexchange/47524-find-maximal-cliques-for-large-sparse-network), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2014a
Compatibile con qualsiasi release
Compatibilità della piattaforma
Windows macOS Linux
Categorie
Scopri di più su Graph and Network Algorithms in Help Center e MATLAB Answers

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Versione Pubblicato Note della release
1.5.0.0

trivial

1.4.0.0

Changed the output to be sparse (saving memory). Updated descriptions and tags.

1.3.0.0

Change title

1.2.0.0

Add reference

1.1.0.0

Add description

1.0.0.0