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clique_removal

clique_removal(G)

Repeatedly remove cliques from the graph.

Results in a \(O(|V|/(\log |V|)^2)\) approximation of maximum clique & independent set. Returns the largest independent set found, along with found maximal cliques.

Parameters:G (NetworkX graph) – Undirected graph Returns:max_ind_cliques – Maximal independent set and list of maximal cliques (sets) in the graph. Return type:(set, list) tuple

References

[1]	Boppana, R., & Halldórsson, M. M. (1992). Approximating maximum independent sets by excluding subgraphs. BIT Numerical Mathematics, 32(2), 180–196. Springer.