On NP-hardness of the clique partition : independence number gap recognition and related problems
We show that for a graph G it is NP-hard to decide whether its independence number α(G) equals its clique partition number ¯χ(G) even when some minimum clique partition of G is given. This implies that any α(G)-upper bound provably better than ¯χ (G) is NP-hard to compute. To establish this result w...
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Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
2012
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Online Access: | https://hdl.handle.net/10356/80117 http://hdl.handle.net/10220/8272 |
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Institution: | Nanyang Technological University |
Language: | English |
Summary: | We show that for a graph G it is NP-hard to decide whether its independence number α(G) equals its clique partition number ¯χ(G) even when some minimum clique partition of G is given. This implies that any α(G)-upper bound provably better than ¯χ (G) is NP-hard to compute. To establish this result we use a reduction of the quasigroup completion problem (QCP, known to be NP-complete) to the maximum independent set problem. A QCP instance is satisfiable if and only if the independence number α(G) of the graph obtained within the reduction is equal to the number of holes h in the QCP instance. At the same time, the inequality ¯χ (G)≤ h always holds. Thus, QCP is satisfiable if and only if α(G) = ¯χ (G) = h. Computing the Lovász number ϑ(G) we can detect QCP unsatisfiability at least when ¯χ (G) <h. In the other cases QCP reduces to ¯χ (G) − α(G) >0 gap recognition, with one minimum clique partition of G known. |
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