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Perfectly orderable graph

In graph theory, a perfectly orderable graph is a graph whose vertices can be ordered in such a way that a greedy coloring algorithm with that ordering optimally colors every induced subgraph of the given graph. Perfectly orderable graphs form a special case of the perfect graphs, and they include the chordal graphs, comparability graphs, and distance-hereditary graphs. However, testing whether a graph is perfectly orderable is NP-complete.

Definition edit

The greedy coloring algorithm, when applied to a given ordering of the vertices of a graph G, considers the vertices of the graph in sequence and assigns each vertex its first available color, the minimum excluded value for the set of colors used by its neighbors. Different vertex orderings may lead this algorithm to use different numbers of colors. There is always an ordering that leads to an optimal coloring – this is true, for instance, of the ordering determined from an optimal coloring by sorting the vertices by their color – but it may be difficult to find. The perfectly orderable graphs are defined to be the graphs for which there is an ordering that is optimal for the greedy algorithm not just for the graph itself, but for all of its induced subgraphs.

More formally, a graph G is said to be perfectly orderable if there exists an ordering π of the vertices of G, such that every induced subgraph of G is optimally colored by the greedy algorithm using the subsequence of π induced by the vertices of the subgraph. An ordering π has this property exactly when there do not exist four vertices a, b, c, and d for which abcd is an induced path, a appears before b in the ordering, and c appears after d in the ordering.[1]

Computational complexity edit

Perfectly orderable graphs are NP-complete to recognize.[2] However, it is easy to test whether a particular ordering is a perfect ordering of a graph. Consequently, it is also NP-hard to find a perfect ordering of a graph, even if the graph is already known to be perfectly orderable.

Related graph classes edit

Every perfectly orderable graph is a perfect graph.[1]

Chordal graphs are perfectly orderable; a perfect ordering of a chordal graph may be found by reversing a perfect elimination ordering for the graph. Thus, applying greedy coloring to a perfect ordering provides an efficient algorithm for optimally coloring chordal graphs. Comparability graphs are also perfectly orderable, with a perfect ordering being given by a topological ordering of a transitive orientation of the graph.[1] The complement graphs of tolerance graphs are perfectly orderable.[3]

Another class of perfectly orderable graphs is given by the graphs G such that, in every subset of five vertices from G, at least one of the five has a closed neighborhood that is a subset of (or equal to) the closed neighborhood of another of the five vertices. Equivalently, these are the graphs in which the partial order of closed neighborhoods, ordered by set inclusion, has width at most four. The 5-vertex cycle graph has a neighborhood partial order of width five, so four is the maximum width that ensures perfect orderability. As with the chordal graphs (and unlike the perfectly orderable graphs more generally) the graphs with width four are recognizable in polynomial time.[4]

A concept intermediate between the perfect elimination ordering of a chordal graph and a perfect ordering is a semiperfect elimination ordering: in an elimination ordering, there is no three-vertex induced path in which the middle vertex is the first of the three to be eliminated, and in a semiperfect elimination ordering, there is no four-vertex induced path in which one of the two middle vertices is the first to be eliminated. The reverse of this ordering therefore satisfies the requirements of a perfect ordering, so graphs with semiperfect elimination orderings are perfectly orderable.[5] In particular, the same lexicographic breadth-first search algorithm used to find perfect elimination orders of chordal graphs can be used to find semiperfect elimination orders of distance-hereditary graphs, which are therefore also perfectly orderable.[6]

The graphs for which every vertex ordering is a perfect ordering are the cographs. Because cographs are the graphs with no four-vertex induced path, they cannot violate the path-ordering requirement on a perfect ordering.

Several additional classes of perfectly orderable graphs are known.[7]

Notes edit

References edit

  • Brandstädt, Andreas; Le, Van Bang; Spinrad, Jeremy (1999), Graph Classes: A Survey, SIAM Monographs on Discrete Mathematics and Applications, ISBN 0-89871-432-X
  • Christen, Claude A.; Selkow, Stanley M. (1979), "Some perfect coloring properties of graphs", Journal of Combinatorial Theory, Series B, 27 (1): 49–59, doi:10.1016/0095-8956(79)90067-4, MR 0539075
  • Chvátal, Václav (1984), "Perfectly orderable graphs", in Berge, Claude; Chvátal, Václav (eds.), Topics in Perfect Graphs, Annals of Discrete Mathematics, vol. 21, Amsterdam: North-Holland, pp. 63–68. As cited by Maffray (2003).
  • Chvátal, Václav; Hoàng, Chính T.; Mahadev, N. V. R.; De Werra, D. (1987), "Four classes of perfectly orderable graphs", Journal of Graph Theory, 11 (4): 481–495, doi:10.1002/jgt.3190110405.
  • Dragan, F. F.; Nicolai, F. (1995), LexBFS-orderings of distance-hereditary graphs, Schriftenreihe des Fachbereichs Mathematik der Univ. Duisburg SM-DU-303. As cited by Brandstädt, Le & Spinrad (1999).
  • Felsner, Stefan; Raghavan, Vijay; Spinrad, Jeremy (2003), "Recognition algorithms for orders of small width and graphs of small Dilworth number", Order, 20 (4): 351–364 (2004), doi:10.1023/B:ORDE.0000034609.99940.fb, MR 2079151, S2CID 1363140.
  • Golumbic, Martin Charles; Monma, Clyde L.; Trotter, William T. Jr. (1984), "Tolerance graphs", Discrete Applied Mathematics, 9 (2): 157–170, doi:10.1016/0166-218X(84)90016-7, MR 0761599
  • Hoàng, Chính T.; Maffray, Frédéric; Olariu, Stephan; Preissmann, Myriam (1992), "A charming class of perfectly orderable graphs", Discrete Mathematics, 102 (1): 67–74, doi:10.1016/0012-365X(92)90348-J.
  • Hoàng, Chính T.; Reed, Bruce A. (1989), "Some classes of perfectly orderable graphs", Journal of Graph Theory, 13 (4): 445–463, doi:10.1002/jgt.3190130407.
  • Maffray, Frédéric (2003), "On the coloration of perfect graphs", in Reed, Bruce A.; Sales, Cláudia L. (eds.), Recent Advances in Algorithms and Combinatorics, CMS Books in Mathematics, vol. 11, Springer-Verlag, pp. 65–84, doi:10.1007/0-387-22444-0_3, ISBN 0-387-95434-1.
  • Middendorf, Matthias; Pfeiffer, Frank (1990), "On the complexity of recognizing perfectly orderable graphs", Discrete Mathematics, 80 (3): 327–333, doi:10.1016/0012-365X(90)90251-C.
  • Payan, Charles (1983), "Perfectness and Dilworth number", Discrete Mathematics, 44 (2): 229–230, doi:10.1016/0012-365X(83)90064-X, MR 0689816.

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In graph theory a perfectly orderable graph is a graph whose vertices can be ordered in such a way that a greedy coloring algorithm with that ordering optimally colors every induced subgraph of the given graph Perfectly orderable graphs form a special case of the perfect graphs and they include the chordal graphs comparability graphs and distance hereditary graphs However testing whether a graph is perfectly orderable is NP complete Contents 1 Definition 2 Computational complexity 3 Related graph classes 4 Notes 5 ReferencesDefinition editThe greedy coloring algorithm when applied to a given ordering of the vertices of a graph G considers the vertices of the graph in sequence and assigns each vertex its first available color the minimum excluded value for the set of colors used by its neighbors Different vertex orderings may lead this algorithm to use different numbers of colors There is always an ordering that leads to an optimal coloring this is true for instance of the ordering determined from an optimal coloring by sorting the vertices by their color but it may be difficult to find The perfectly orderable graphs are defined to be the graphs for which there is an ordering that is optimal for the greedy algorithm not just for the graph itself but for all of its induced subgraphs More formally a graph G is said to be perfectly orderable if there exists an ordering p of the vertices of G such that every induced subgraph of G is optimally colored by the greedy algorithm using the subsequence of p induced by the vertices of the subgraph An ordering p has this property exactly when there do not exist four vertices a b c and d for which abcd is an induced path a appears before b in the ordering and c appears after d in the ordering 1 Computational complexity editPerfectly orderable graphs are NP complete to recognize 2 However it is easy to test whether a particular ordering is a perfect ordering of a graph Consequently it is also NP hard to find a perfect ordering of a graph even if the graph is already known to be perfectly orderable Related graph classes editEvery perfectly orderable graph is a perfect graph 1 Chordal graphs are perfectly orderable a perfect ordering of a chordal graph may be found by reversing a perfect elimination ordering for the graph Thus applying greedy coloring to a perfect ordering provides an efficient algorithm for optimally coloring chordal graphs Comparability graphs are also perfectly orderable with a perfect ordering being given by a topological ordering of a transitive orientation of the graph 1 The complement graphs of tolerance graphs are perfectly orderable 3 Another class of perfectly orderable graphs is given by the graphs G such that in every subset of five vertices from G at least one of the five has a closed neighborhood that is a subset of or equal to the closed neighborhood of another of the five vertices Equivalently these are the graphs in which the partial order of closed neighborhoods ordered by set inclusion has width at most four The 5 vertex cycle graph has a neighborhood partial order of width five so four is the maximum width that ensures perfect orderability As with the chordal graphs and unlike the perfectly orderable graphs more generally the graphs with width four are recognizable in polynomial time 4 A concept intermediate between the perfect elimination ordering of a chordal graph and a perfect ordering is a semiperfect elimination ordering in an elimination ordering there is no three vertex induced path in which the middle vertex is the first of the three to be eliminated and in a semiperfect elimination ordering there is no four vertex induced path in which one of the two middle vertices is the first to be eliminated The reverse of this ordering therefore satisfies the requirements of a perfect ordering so graphs with semiperfect elimination orderings are perfectly orderable 5 In particular the same lexicographic breadth first search algorithm used to find perfect elimination orders of chordal graphs can be used to find semiperfect elimination orders of distance hereditary graphs which are therefore also perfectly orderable 6 The graphs for which every vertex ordering is a perfect ordering are the cographs Because cographs are the graphs with no four vertex induced path they cannot violate the path ordering requirement on a perfect ordering Several additional classes of perfectly orderable graphs are known 7 Notes edit a b c Chvatal 1984 Maffray 2003 Middendorf amp Pfeiffer 1990 Maffray 2003 Golumbic Monma amp Trotter 1984 Payan 1983 Felsner Raghavan amp Spinrad 2003 Hoang amp Reed 1989 Brandstadt Le amp Spinrad 1999 pp 70 and 82 Brandstadt Le amp Spinrad 1999 Theorem 5 2 4 p 71 Chvatal et al 1987 Hoang amp Reed 1989 Hoang et al 1992 Maffray 2003 Brandstadt Le amp Spinrad 1999 pp 81 86 References editBrandstadt Andreas Le Van Bang Spinrad Jeremy 1999 Graph Classes A Survey SIAM Monographs on Discrete Mathematics and Applications ISBN 0 89871 432 X Christen Claude A Selkow Stanley M 1979 Some perfect coloring properties of graphs Journal of Combinatorial Theory Series B 27 1 49 59 doi 10 1016 0095 8956 79 90067 4 MR 0539075 Chvatal Vaclav 1984 Perfectly orderable graphs in Berge Claude Chvatal Vaclav eds Topics in Perfect Graphs Annals of Discrete Mathematics vol 21 Amsterdam North Holland pp 63 68 As cited by Maffray 2003 Chvatal Vaclav Hoang Chinh T Mahadev N V R De Werra D 1987 Four classes of perfectly orderable graphs Journal of Graph Theory 11 4 481 495 doi 10 1002 jgt 3190110405 Dragan F F Nicolai F 1995 LexBFS orderings of distance hereditary graphs Schriftenreihe des Fachbereichs Mathematik der Univ Duisburg SM DU 303 As cited by Brandstadt Le amp Spinrad 1999 Felsner Stefan Raghavan Vijay Spinrad Jeremy 2003 Recognition algorithms for orders of small width and graphs of small Dilworth number Order 20 4 351 364 2004 doi 10 1023 B ORDE 0000034609 99940 fb MR 2079151 S2CID 1363140 Golumbic Martin Charles Monma Clyde L Trotter William T Jr 1984 Tolerance graphs Discrete Applied Mathematics 9 2 157 170 doi 10 1016 0166 218X 84 90016 7 MR 0761599 Hoang Chinh T Maffray Frederic Olariu Stephan Preissmann Myriam 1992 A charming class of perfectly orderable graphs Discrete Mathematics 102 1 67 74 doi 10 1016 0012 365X 92 90348 J Hoang Chinh T Reed Bruce A 1989 Some classes of perfectly orderable graphs Journal of Graph Theory 13 4 445 463 doi 10 1002 jgt 3190130407 Maffray Frederic 2003 On the coloration of perfect graphs in Reed Bruce A Sales Claudia L eds Recent Advances in Algorithms and Combinatorics CMS Books in Mathematics vol 11 Springer Verlag pp 65 84 doi 10 1007 0 387 22444 0 3 ISBN 0 387 95434 1 Middendorf Matthias Pfeiffer Frank 1990 On the complexity of recognizing perfectly orderable graphs Discrete Mathematics 80 3 327 333 doi 10 1016 0012 365X 90 90251 C Payan Charles 1983 Perfectness and Dilworth number Discrete Mathematics 44 2 229 230 doi 10 1016 0012 365X 83 90064 X MR 0689816 Retrieved 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