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CLIQUE, INDEPENDENT SET, and VERTEX COVER are polynomially interreducible
Statement
Each of the languages CLIQUE, INDEPENDENT SET, and VERTEX COVER polynomial-time many-one reduces to each of the other two.
Facts & Assumptions
Given: A finite simple graph and a natural number .
The complement has the same vertex set as , and distinct vertices are adjacent in exactly when they are nonadjacent in , by Graph isomorphisms, automorphisms and graph complements.
A finite vertex set has a cardinality in , by The cardinality of a finite set.
CLIQUE, INDEPENDENT SET, and VERTEX COVER are the graph problems defined on by pairwise adjacency, absence of adjacency, and edge coverage respectively, by Clique, independent set, and vertex cover decision problems.
Proof
For any subset , [L1] implies that the vertices of are pairwise adjacent in if and only if they are pairwise nonadjacent in . Thus is a clique in if and only if it is an independent set in . Therefore is a polynomial-time many-one reduction from CLIQUE to INDEPENDENT SET, and the same map is also a reduction in the reverse direction.
For any subset , the complement is a vertex cover if and only if is an independent set. Indeed, if is independent, every edge has at least one endpoint outside , so it is covered by . Conversely, if is a vertex cover and two vertices of were adjacent, that edge would have no endpoint in , a contradiction. Hence, whenever , the graph has an independent set of size at least if and only if it has a vertex cover of size at most .
Use step 1.2 to define total reductions. For INDEPENDENT SET to VERTEX COVER, map to when , and map it to the fixed no-instance when . For VERTEX COVER to INDEPENDENT SET, map to when , and map it to the fixed yes-instance when . The exceptional branches are correct because no graph has an independent set larger than its vertex set, while every graph has a vertex cover of size at most . Both maps are clearly polynomial-time.
Step 1.1 gives reductions between CLIQUE and INDEPENDENT SET, and step 2.1 gives reductions between INDEPENDENT SET and VERTEX COVER. Composing these reductions yields reductions in every direction among the three problems.
Depends on
Used by
Dependency tree · two levels
15 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Fabrizio Iozzi and Luca Trevisan, Handout NP3 (standard reference, not scraped)
- Sanjeev Arora and Boaz Barak, Computational Complexity: A Modern Approach (standard reference, not scraped)