jérôme monnot, université paris-dauphine, lamsade, france … · 2017-09-12 · 1 - bazgan et...

29
Weighted Upper Domination Arman Boyacı, Bogazici University, Turkey Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France

Upload: others

Post on 16-Aug-2020

3 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Weighted Upper Domination

Arman Boyacı, Bogazici University, TurkeyJérôme Monnot, Université Paris-Dauphine, LAMSADE, France

Page 2: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Abstract

- Upper Domination Number: the cardinality of maximum minimal dominating set

- NP-complete even in planar and co-bipartite graphs.- Polynomial-time solvable in strongly perfect graphs (bipartite, split).- We show that the weighted version is NP-complete even in very

restricted cases of bipartite and split graphs.

Page 3: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Domination+Private Neighbor (possibly itself)

D D’

A vertex set D is dominating if all vertices outside of D have a neighbour in D.

D is minimal dominating set if D is dominating and minimal for inclusion.

Page 4: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

(G) = 2 Γ(G) = 3

Minimum Domination Upper Domination

A graph may have dominating sets of different cardinalities.

Page 5: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Maximum Minimal Dominating Set (a.k.a. Upper Domination)

Some Other MaxMin / MinMax Problems Considered in the Literature:

- Minimum Maximal Matching

- Minimum Maximal Independent Set

- Maximum Minimal Vertex Cover

Page 6: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)2 - Aboueisha et al., Upper Domination: towards a dichotomy through boundary properties, Algorithmica, 2017 (accepted)3 - Hare et al., Linear-time computability of combinatorial problem generalized-series-parallel graphs, Discrete Algorithms, 19874 - Cheston et al, Classes of graphs for which upper fractional domination equals independence, upper domination, and upper irredundance, Discrete Applied Mathematics, 1994

1

23

4

Page 7: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

A verset set I is independent if none of the vertices in I is adjacent to none of the vertices of I.

A vertex set S is irredundant if every element of S has a private neighbor.

Page 8: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Maximal Irredundant Sets

Minimal Dominating Sets

Every maximal independent set is a minimal dominating set.

Every minimal dominating set is a maximal irredundant set.

Maximal Independent

Sets

Page 9: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Maximal Irredundant Sets

Minimal Dominating Sets

Maximal Independent

Sets

ir(G) IR(G)

(G) Γ(G)i(G) (G)

Page 10: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Well-known domination chain

ir(G) ≤ (G) ≤ i(G) ≤ (G) ≤ Γ(G) ≤ IR(G)Maximal Irredundant Sets

Minimal Dominating Sets

Maximal Independent

Sets

Page 11: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

A graph where (G) = Γ(G) = IR(G)

Page 12: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

When (G) = Γ(G) = IR(G) ?

Most general answer is: If G is a strongly perfect graph*.

And fortunately, maximum independent set in strongly perfect graphs is solvable in polynomial-time.

*Every induced subgraph H has an independent vertex set meeting all maximal cliques of H.

Page 13: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Weighted Upper Domination Set(WUDS)

Page 14: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

We may have w(G) < Γw(G) even for a simple path graph

1 2 2 1

Page 15: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Main results

Theorem: Computing WUDS is strongly NP-hard for 3-subregular split graphs, even for bi-valued weights.

Theorem: Computing WUDS is strongly NP-hard for planar bipartite graphs of maximum degree 4, even for tri-valued weights.

Corollary: For any >0, WUDS is not O(n1-

)-approximable in split graphs on n vertices, even for bi-valued weights, unless NP ≠ ZPP

Corollary: WUDS is APX-complete in bipartite graphs.

Page 16: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Remark 1

Theorem. Computing WUDS is strongly NP-hard for 3-subregular split graphs, even for bi-valued weights.

The strongest hardness result that we can produce.

A 2-subregular split graph.

Page 17: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Remark 2

WUDS with performance ratio O(n) is always

possible.

By taking any maximal independent set containing

a vertex of maximum weight wmax

.

By Corollary: For any >0, WUDS is not O(n1-

)-approximable in split graphs on n vertices, even for bi-valued weights, unless NP ≠ ZPP.

This is the best we can have for split graphs.

Page 18: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Theorem. Computing WUDS is strongly NP-hard for 3-subregular split graphs, even for bi-valued weights.

Reduction is done from THE MAXIMUM INDUCED MATCHING PROBLEM.

✔❌

Page 19: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

L R

Bipartite Planar Subcubic

L

w(v) = n

Split 3-subregular

R

w(v) = 1

Construction

d(v)=2 d(v)=3

G G’

Page 20: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Claim

MIM of G of size at least k ≥ 1 ⇔ UDS of G’ of weight at least nk ≥ n

Page 21: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

MIM of G of size at least k ≥ 1 ⇒ UDS of G’ of weight at least nk ≥ n

G

{k1 - D dominates G’.2 - D is minimal.3 - w(D) ≥ nk.

L R

G’

n

n

nnn

1

1

11111

L’ R’

Page 22: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

UDS of G’ of weight at least nk ≥ n ⇒ MIM of G of size at least k ≥ 1

G’

n

n

nnn

1

1

11111

1 - |L’∩D| is at least k.2 - M is an induced matching.

G

L RL’ R’

Page 23: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)
Page 24: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

- Complexity of UDS in special graph classes- Unweighted: line graphs, d-regular graphs for d>4,- Weighted: series-parallel, permutation, interval and many more.

- Equivalent problems:- Min Max Matching ~ Min Edge Dominating Set- Min Max Independent Set ~ Min Independent Dominating Set

- Recognition of well-dominated graphs

- For every graph G in series - parallel graphs, do we have (G) = Γ(G)?

Open Problems

Page 25: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)2 - Aboueisha et al., Upper Domination: towards a dichotomy through boundary properties, Algorithmica, 2017 (accepted)3 - Hare et al., Linear-time computability of combinatorial problem generalized-series-parallel graphs, Discrete Algorithms, 19874 - Cheston et al, Classes of graphs for which upper fractional domination equals independence, upper domination, and upper irredundance, Discrete Applied Mathematics, 1994

1

23

4

Page 26: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Thank you.

Page 27: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Dynamic Programming for WUDS in trees

Page 28: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

Theorem: UDS is not O(n1 - ϵ)-approximable even in co-bipartite graphs.

Page 29: Jérôme Monnot, Université Paris-Dauphine, LAMSADE, France … · 2017-09-12 · 1 - Bazgan et al., The Many Facets of Upper Domination, Theoretical Computer Science, 2017 (accepted)

A split graph is called a p-subregular if for l ∈ L, dG

(l) - |L| + 1 ≤ p and for r ∈ R, dG

(r) ≤ p.

A 2-subregular split graph.

L R