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Dominating set

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2863: 2290: 38: 621:. Figure (c) above shows a dominating set that is a connected dominating set and a total dominating set; the examples in figures (a) and (b) are neither. In contrast to a simple dominating set, a total dominating set may not exist. For example, a graph with one or more vertices and no edges does not have a total dominating set. The 794:
is a set of edges (vertex pairs) whose union is a dominating set; such a set may not exist (for example, a graph with one or more vertices and no edges does not have it). If it exists, then the union of all its edges is a strongly-dominating set. Therefore, the smallest size of an edge-dominating set
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then it has no star-dominating sets (since the star of isolated vertices is empty). If G has no isolated vertices, then every dominating set is a star-dominating set and vice versa. The distinction between star-domination and usual domination is more substantial when their fractional variants are
1928: 719: 1949:. This had immediate implications for the dominating set problem, as there are straightforward vertex to set and edge to non-disjoint-intersection bijections between the two problems. This proved the dominating set problem to be 1684:
board, and two such vertices are connected if and only if they intersect. The only independent sets are sets of only rows or sets of only columns, and each of them can be dominated by a single vertex (a column or a row), so
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of the kernel. More generally, the dominating set problem and many variants of the problem are fixed-parameter tractable when parameterized by both the size of the dominating set and the size of the smallest
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Three dominating sets of the same graph (in red). The domination number of this graph is 2: (b) and (c) show that there is a dominating set with 2 vertices, and there is no dominating set with only 1 vertex.
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A dominating set may or may not be an independent set. For example, figures (a) and (b) above show independent dominating sets, while figure (c) illustrates a dominating set that is not an independent set.
1252: 1805: 785: 1981:) show that an efficient algorithm for the minimum dominating set problem would provide an efficient algorithm for the set cover problem, and vice versa. Moreover, the reductions preserve the 3173: 1404: 852: 3953:
Fomin, Fedor V.; Grandoni, Fabrizio; Pyatkin, Artem; Stepanov, Alexey (2008), "Combinatorial bounds via measure and conquer: Bounding minimal dominating sets and applications",
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On the other hand, if the input graph is planar, the problem remains NP-hard, but a fixed-parameter algorithm is known. In fact, the problem has a kernel of size linear in
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form a connected dominating set. Therefore, finding minimum connected dominating sets is equivalent to finding spanning trees with the maximum possible number of leaves.
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is the size of the smallest dominating set that is an independent set. Equivalently, it is the size of the smallest maximal independent set. The minimum in
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van Rooij, J. M. M.; Nederlof, J.; van Dijk, T. C. (2009), "Inclusion/Exclusion Meets Measure and Conquer: Exact Algorithms for Counting Dominating Sets",
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The domination problem was studied from the 1950s onwards, but the rate of research on domination significantly increased in the mid-1970s. In 1972,
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SOFSEM 2006: 32nd Conference on Current Trends in Theory and Practice of Computer Science, Merin, Czech Republic, January 21-27, 2006, Proceedings
2278:. Furthermore, there is a simple algorithm that maps a dominating set to a set cover of the same size and vice versa. In particular, an efficient 4537: 409: 4297:
Telle, Jan Arne; Villanger, Yngve (2012), "FPT algorithms for domination in biclique-free graphs", in Epstein, Leah; Ferragina, Paolo (eds.),
3258:, who also show that the number of minimum dominating sets can be computed in this time. The number of minimal dominating sets is at most 4222:; Safra, S. (1997), "A sub-constant error-probability low-degree test, and sub-constant error-probability PCP characterization of NP", 3922:
Fomin, Fedor V.; Grandoni, Fabrizio; Kratsch, Dieter (2009), "A measure & conquer approach for the analysis of exact algorithms",
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Hedetniemi, S. T.; Laskar, R. C. (1990), "Bibliography on domination in graphs and some basic definitions of domination parameters",
1923:{\displaystyle {\begin{aligned}i(G)&\geq \gamma (G)\geq i\gamma (G)\\i(G)&\geq i\gamma i(G)\geq i\gamma (G)\end{aligned}}} 1492:. Since an induced subgraph of a claw-free graph is claw-free, it follows that every claw-free graphs is also domination-perfect. 1167: 4345: 4318: 4031: 3849: 1007:
is a partition of the vertices into disjoint dominating sets. The domatic number is the maximum size of a domatic partition.
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Klasing, Ralf; Laforest, Christian (2004), "Hardness results and approximation algorithms of k-tuple domination in graphs",
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approximation of a minimum dominating set, and no polynomial time algorithm can achieve an approximation factor better than
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Fomin, Fedor V.; Thilikos, Dimitrios M. (2006), "Dominating sets in planar graphs: branch-width and exponential speed-up",
3191: 2004:, and finding a sublogarithmic approximation factor is NP-hard. More specifically, the greedy algorithm provides a factor 3281:
plays a central role in the theory of parameterized complexity. It is the most well-known problem complete for the class
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The approximability of set covering is also well understood: a logarithmic approximation factor can be found by using a
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is also a dominating set and this process can be repeated over any infinite sequence of choices of vertices 
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Papadimitriou, Christos H.; Yannakakis, Mihailis (1991), "Optimization, Approximation, and Complexity Classes",
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the vertices in the dominating set themselves, have a neighbor in the dominating set. That is: for every vertex
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Aharoni, Ron; Berger, Eli; Ziv, Ran (2007-05-01). "Independent systems of representatives in weighted graphs".
2607: 1351: 1053: 167:, dominating sets are used to find efficient routes within ad-hoc mobile networks. They have also been used in 4299:
Algorithms – ESA 2012: 20th Annual European Symposium, Ljubljana, Slovenia, September 10–12, 2012, Proceedings
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and used in many reductions to show intractability of other problems. In particular, the problem is not
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be the cardinality of dominating set obtained using greedy approximation then following relation holds,
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Parekh, Abhay K. (1991), "Analysis of a greedy heuristic for finding small dominating sets in graphs",
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Allan, Robert B.; Laskar, Renu (1978), "On domination and independent domination numbers of a graph",
2001: 4264:; Saito, N. (1982), "Linear-time computability of combinatorial problems on series–parallel graphs", 4055: 3286: 3203: 1619:. Dominating subsets of vertices requires potentially less vertices than dominating all vertices, so 139: 4376: 3860: 3340: 1574: 489: 484: 31: 3183:
is number of edges in given undirected graph. For fixed Δ, this qualifies as a dominating set for
2054:: given an instance of one problem, we can construct an equivalent instance of the other problem. 1408:
is a smallest dominating set that is also independent (it is a smallest maximal independent set).
205: 1982: 1547: 1057: 157: 586: 293: 4371: 3818: 3363: 2101: 1012: 168: 4394: 2599: 714:{\displaystyle \gamma ^{strong}(G):=\min\{|D|:D{\text{ is a strongly-dominating set of }}G\}} 916:-dominating set (for example, the set of all vertices); but only graphs with minimum degree 560: 534: 267: 4073: 4011:
Förster, Klaus-Tycho. (2013), "Approximating Fault-Tolerant Domination in General Graphs",
3914: 3803: 3332: 1427:, that is, every minimum maximal independent set is a minimum dominating set. For example, 3807: 1060:, so any maximal independent set in a graph is necessarily also a minimal dominating set. 875:; such a set always exists (for example, the set of all edges is an edge-dominating set). 334: 8: 3826: 3822: 3344: 3328: 1566: 978: 858: 164: 4446: 4429: 4285: 4266: 4248: 3999: 3970: 3941: 3924: 3763: 3745: 3736: 3545: 3905: 3470: 3453: 512:
is any spanning tree in a graph with more than two vertices, the non-leaf vertices of
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neighbors in the set (a standard dominating set is a 1-dominating set). Similarly, a
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If the graph has maximum degree Δ, then the greedy approximation algorithm finds an
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The following two reductions show that the minimum dominating set problem and the
4337: 4332:, Lecture Notes in Computer Science, vol. 5757, Springer, pp. 554–565, 4310: 4261: 4069: 3910: 3836:, Lecture Notes in Computer Science, vol. 3831, Springer, pp. 237–245, 3799: 3727: 3195: 1448: 994: 172: 1696:. However, to dominate all vertices we need at least one row and one column, so 3378: 4385: 4161: 4023: 3995: 3880: 3533: 1993:
algorithm for the set cover problem and vice versa. Both problems are in fact
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neighbors in the set (a total dominating set is a 1-tuple dominating set). An
4521: 4081: 4041: 3888: 3631: 3541: 3479: 497: 4497: 4467: 3966: 3937: 3891:; Flandrin, Evelyne; Ryjáček, Zdeněk (1997), "Claw-free graphs — A survey", 912:-tuple dominating set can be found in polynomial time. Every graph admits a 4402: 4362:
Grandoni, F. (2006), "A note on the complexity of minimum dominating set",
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is taken over less elements (only the independent sets are considered), so
467:{\displaystyle \gamma (G):=\min\{|D|:D{\text{ is a dominating set of }}G\}} 46: 4280: 4234: 3759: 4054:. Series of Books in the Mathematical Sciences (1st ed.). New York: 3347:, a very general class of sparse graphs that includes the planar graphs. 2591: 2051: 1970: 1950: 1946: 128: 3841: 3655: 2303:
shown on the right, we construct a set cover instance with the universe
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Subset of a graph's nodes such that all other nodes link to at least one
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Proc. of the Tenth Workshop on Analytic Algorithmics and Combinatorics
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is a set of vertices such that each vertex not in the set has at least
4124:. PhD thesis, Department of Numerical Analysis and Computing Science, 4051:
Computers and Intractability: A Guide to the Theory of NP-Completeness
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algorithm for minimum dominating sets would provide a polynomial-time
1056:: an independent set is also a dominating set if and only if it is a 896:
is a set of vertices such that each vertex in the graph has at least
396:. A more interesting challenge is to find small dominating sets. The 4424: 3703: 3643: 3827:"Nonblocker: Parameterized algorithmics for minimum dominating set" 3750: 3667: 3619: 2289: 160:, as well as efficient exact algorithms for certain graph classes. 4219: 3797: 3637: 3498: 2035: 1962: 37: 2637:
is a feasible solution of the set cover problem for some subset
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be a graph in which the vertices are the rows and columns of an
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forms the set of non-leaf vertices of the tree; conversely, if
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Dominating sets are of practical interest in several areas. In
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is claw-free, and hence a minimum maximal independent set in
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Proc. 17th Annual European Symposium on Algorithms, ESA 2009
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On the Approximability of NP-complete Optimization Problems
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is the number of vertices in a smallest dominating set for
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be an instance of the set cover problem with the universe
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problem – the decision version of set covering was one of
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can be arbitrarily large. For example, if the vertices of
4327: 3679: 3255: 3184: 951:-dominating set can be found in polynomial time as well. 927:-tuple dominating set. However, even if the graph admits 4395:"Approximation algorithms for connected dominating sets" 4259: 3816: 3798:
Crescenzi, Pierluigi; Kann, Viggo; Halldórsson, Magnús;
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The illustration on the right show the construction for
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is a set cover; this corresponds to the dominating set
3887: 3504: 3486: 3110:-approximation of a minimum dominating set. Also, let 2837:
is a feasible solution of the set cover problem, with
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is a feasible solution of the set cover problem, then
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is a feasible solution of the set cover problem, with
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is a dynamic version of domination in which a vertex
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has the same size as a minimum edge dominating set.
1973:between the minimum dominating set problem and the 4445: 3861:"Completeness in approximation classes beyond APX" 3607: 3433: 3307:exists unless the W-hierarchy collapses to FPT=W. 3233:show how to find a minimum dominating set in time 3167: 1922: 1398: 1246: 1047: 846: 780:{\displaystyle \gamma ^{strong}(G)\geq \gamma (G)} 779: 713: 613: 575: 549: 466: 388: 352: 320: 282: 256: 220: 3817:Dehne, Frank; Fellows, Michael; Fernau, Henning; 3289:in the sense that no algorithm with running time 2282:algorithm for set covering provides an efficient 1580: 1063: 4519: 4089: 3859:Escoffier, Bruno; Paschos, Vangelis Th. (2006), 3858: 3589: 3562: 3519: 3247:and polynomial space. A faster algorithm, using 1645:The inequality can be strict - there are graphs 1131:The inequality can be strict - there are graphs 675: 428: 331:Every graph has at least one dominating set: if 138:. Therefore it is believed that there may be no 4147: 3427: 2262:Hence the size of a minimum dominating set for 4478:; Hedetniemi, Stephen; Slater, Peter (1998b), 4444:; Hedetniemi, Stephen; Slater, Peter (1998a), 4305:, vol. 7501, Springer, pp. 802–812, 4296: 3697: 496:is a connected dominating set, one can form a 364:is a dominating set, since there is no vertex 3981: 3685: 3350:The complementary set to a dominating set, a 1793:. The following relations hold for any graph 1789:, of the smallest independent set dominating 4040: 3403: 3314:, and running times that are exponential in 3168:{\displaystyle d_{g}\leq N+1-{\sqrt {2M+1}}} 1393: 1355: 708: 678: 461: 431: 360:the set of all vertices, then by definition 4392: 3774: 3492: 3272: 2266:equals the size of a minimum set cover for 702: is a strongly-dominating set of  1781:is the maximum, over all independent sets 1607:is the maximum, over all independent sets 30:For Dominator in control flow graphs, see 4423: 4375: 4279: 4210: 4105: 3904: 3879: 3788: 3749: 3469: 3458:Journal of Combinatorial Theory, Series A 3262:and all such sets can be listed in time 3256:van Rooij, Nederlof & van Dijk (2009) 3187:membership; in fact, it is APX-complete. 1399:{\displaystyle \{x_{1},\ldots ,x_{p},b\}} 68:of its vertices, such that any vertex of 4361: 4218: 3809:A Compendium of NP Optimization Problems 3650:Takamizawa, Nishizeki & Saito (1982) 3601: 3451: 3370:to the domination number of its factors. 3038:is another dominating set for the graph 1969:. There exist a pair of polynomial-time 989:) intersects the star of some vertex in 36: 4171:Journal of Computer and System Sciences 4010: 3674:Alber, Fellows & Niedermeier (2004) 3439: 2286:algorithm for minimum dominating sets. 1957:Algorithms and computational complexity 1052:Dominating sets are closely related to 1024:is chosen and replaced with a neighbor 943:-dominating set for the same graph; An 14: 4538:Computational problems in graph theory 4520: 4188: 3613: 3505:Faudree, Flandrin & Ryjáček (1997) 1961:The set cover problem is a well-known 867:of edges, such that every edge not in 171:, and in designing secure systems for 4480:Domination in Graphs: Advanced Topics 3626:Papadimitriou & Yannakakis (1991) 3386:- the complement of a dominating set. 3366:- relates the domination number of a 1730:are all the subsets of squares of an 847:{\displaystyle \gamma ^{strong}(G)/2} 4504: 4448:Fundamentals of Domination in Graphs 4114: 3577: 3515: 3513: 3415: 3231:Fomin, Grandoni & Kratsch (2009) 3192:polynomial-time approximation scheme 3046:, we can construct a dominating set 2377:– this corresponds to the set cover 1524:is also a minimum dominating set in 935:-tuple dominating set can be nearly 871:is adjacent to at least one edge in 178: 3240:and exponential space, and in time 3218:-vertex graph can be found in time 3209: 2506:as follows: the set of vertices is 2439:From set covering to dominating set 2058:From dominating set to set covering 24: 4355: 3806:(2000), "Minimum dominating set", 3229:by inspecting all vertex subsets. 2861: 2288: 1411:There are graph families in which 1321:is a smallest dominating set. If 455: is a dominating set of  25: 4549: 4303:Lecture Notes in Computer Science 3510: 3454:"Domination numbers and homology" 3445: 3343:; that is, the problem is FPT on 3277:Finding a dominating set of size 3194:(PTAS) for special cases such as 1978: 1668:. For example, for some integer 1615:, of the smallest set dominating 931:-tuple dominating set, a minimum 488:is a dominating set that is also 389:{\displaystyle u\in V\setminus D} 380: 257:{\displaystyle u\in V\setminus D} 248: 4226:Symposium on Theory of Computing 3098: 2491:are disjoint. Construct a graph 1765:bi-independent domination number 4512:(2 ed.), Pearson Education 3214:A minimum dominating set of an 2111:, and the family of subsets is 2088:construct a set cover instance 2041: 1985:: for any α, a polynomial-time 1707:. Moreover, the ratio between 1048:Dominating and independent sets 156:. However, there are efficient 136:computational complexity theory 4393:Guha, S.; Khuller, S. (1998), 4364:Journal of Discrete Algorithms 4191:Information Processing Letters 4150:Information Processing Letters 3955:ACM Transactions on Algorithms 3590:Escoffier & Paschos (2006) 3563:Hedetniemi & Laskar (1990) 1967:Karp's 21 NP-complete problems 1913: 1907: 1895: 1889: 1870: 1864: 1854: 1848: 1836: 1830: 1817: 1811: 1591:independence domination number 985:(the set of edges adjacent to 833: 827: 774: 768: 759: 753: 690: 682: 669: 663: 602: 590: 443: 435: 422: 416: 309: 297: 13: 1: 4126:Royal Institute of Technology 3906:10.1016/S0012-365X(96)00045-3 3719: 3471:10.1016/S0097-3165(03)00045-1 3428:Klasing & Laforest (2004) 3065:corresponds to the set cover 2299:For example, given the graph 2152:and all vertices adjacent to 1271:are defined as follows: each 1078:independent domination number 4510:Introduction to Graph Theory 4338:10.1007/978-3-642-04128-0_50 4311:10.1007/978-3-642-33090-2_69 4203:10.1016/0020-0190(91)90021-9 4183:10.1016/0022-0000(91)90023-X 4107:10.1016/0012-365X(90)90365-O 3868:Theoretical Computer Science 3790:10.1016/0012-365X(78)90105-X 3698:Telle & Villanger (2012) 3452:Meshulam, Roy (2003-05-01). 3327:may be obtained by applying 2549:, and there is also an edge 969:such that, for every vertex 947:-approximation of a minimum 939:times as large as a minimum 908:-approximation of a minimum 221:{\displaystyle D\subseteq V} 7: 4086:, p. 190, problem GT2. 3686:Fomin & Thilikos (2006) 3368:cartesian product of graphs 3357: 3341:complete bipartite subgraph 2740:is adjacent to a vertex in 2405:is dominated by the vertex 477: 10: 4554: 4138:: CS1 maint: postscript ( 3404:Garey & Johnson (1979) 2459:and the family of subsets 1932: 1554:, and a dominating set in 614:{\displaystyle (u,v)\in E} 321:{\displaystyle (u,v)\in E} 183:Given an undirected graph 29: 4386:10.1016/j.jda.2005.03.002 4229:, ACM, pp. 475–484, 4162:10.1016/j.ipl.2003.10.004 4056:W. H. Freeman and Company 4024:10.1137/1.9781611973037.4 3996:10.1137/S0097539702419649 3984:SIAM Journal on Computing 3881:10.1016/j.tcs.2006.05.023 3534:10.1007/s00493-007-2086-y 3493:Allan & Laskar (1978) 3287:fixed-parameter tractable 3057:and which is a subset of 3053:which is not larger than 1036:) such that the modified 108:concerns testing whether 4018:, SIAM, pp. 25–32, 3390: 3273:Parameterized complexity 2751:be a dominating set for 2651:is a dominating set for 2419:is contained in the set 2398:For example, the vertex 2373:is a dominating set for 2239:is a dominating set for 2167:is a dominating set for 1575:minimum maximal matching 1535:. An independent set in 1460:domination-perfect graph 623:strong domination number 485:connected dominating set 158:approximation algorithms 32:Dominator (graph theory) 3967:10.1145/1435375.1435384 3938:10.1145/1552285.1552286 3638:Crescenzi et al. (2000) 3179:is number of nodes and 2730:must be nonempty, each 2706:, and by construction, 2148:consists of the vertex 2002:simple greedy algorithm 1162:consisting of vertices 1058:maximal independent set 525:strongly-dominating set 80:, or has a neighbor in 4224:Proc. 29th Annual ACM 3602:Raz & Safra (1997) 3204:series–parallel graphs 3169: 2866: 2785:: simply replace each 2293: 1924: 1400: 1248: 1013:eternal dominating set 848: 781: 715: 615: 577: 576:{\displaystyle v\in D} 551: 550:{\displaystyle u\in V} 468: 390: 354: 322: 284: 283:{\displaystyle v\in D} 258: 222: 169:document summarization 106:dominating set problem 42: 4281:10.1145/322326.322328 4235:10.1145/258533.258641 3760:10.1145/990308.990309 3190:The problem admits a 3170: 3061:. The dominating set 2865: 2292: 2050:are equivalent under 1925: 1401: 1249: 894:-tuple dominating set 849: 782: 716: 616: 578: 552: 469: 391: 355: 323: 285: 259: 223: 40: 4533:NP-complete problems 4528:Graph theory objects 4115:Kann, Viggo (1992), 4093:Discrete Mathematics 3893:Discrete Mathematics 3777:Discrete Mathematics 3345:biclique-free graphs 3333:branch-decomposition 3121: 1977:. These reductions ( 1801: 1352: 1294:is adjacent to each 1168: 1154:. For example, let 993:. Clearly, if G has 902:(1 + log 799: 725: 635: 587: 561: 557:, there is a vertex 535: 521:total dominating set 410: 368: 353:{\displaystyle D=V=} 335: 294: 268: 264:, there is a vertex 236: 232:if for every vertex 206: 127:; it is a classical 3842:10.1007/11611257_21 3710:Dehne et al. (2006) 3662:Fomin et al. (2008) 3580:, pp. 108–109. 3364:Vizing's conjecture 3329:dynamic programming 2520:, there is an edge 1983:approximation ratio 1567:edge dominating set 956:star-dominating set 860:edge-dominating set 792:dominating edge-set 165:wireless networking 140:efficient algorithm 4416:10.1007/PL00009201 4267:Journal of the ACM 3925:Journal of the ACM 3804:Woeginger, Gerhard 3737:Journal of the ACM 3728:Fellows, Michael R 3254:time was found by 3165: 2867: 2671:: First, for each 2535:between each pair 2487:and the index set 2412:, and the element 2294: 1920: 1918: 1738:board, then still 1565:corresponds to an 1396: 1244: 1020:in dominating set 844: 777: 711: 611: 573: 547: 464: 386: 350: 318: 280: 254: 218: 119:for a given graph 43: 4482:, Marcel Dekker, 4476:Haynes, Teresa W. 4452:, Marcel Dekker, 4442:Haynes, Teresa W. 4347:978-3-642-04127-3 4320:978-3-642-33089-6 4046:Johnson, David S. 4042:Garey, Michael R. 4033:978-1-61197-254-2 3851:978-3-540-31198-0 3823:Rosamond, Frances 3732:Niedermeier, Rolf 3374:Set cover problem 3303:for any function 3163: 2992:In this example, 2366:In this example, 2211:. Conversely, if 2048:set cover problem 1975:set cover problem 1943:set cover problem 1546:corresponds to a 1160:double star graph 1004:domatic partition 995:isolated vertices 703: 456: 398:domination number 179:Formal definition 142:that can compute 88:domination number 18:Domination number 16:(Redirected from 4545: 4513: 4506:West, Douglas B. 4500: 4470: 4451: 4436: 4427: 4399: 4388: 4379: 4350: 4323: 4292: 4283: 4260:Takamizawa, K.; 4255: 4215: 4214: 4185: 4164: 4143: 4137: 4129: 4123: 4110: 4109: 4100:(1–3): 257–277, 4085: 4036: 4006: 3977: 3948: 3917: 3908: 3884: 3883: 3874:(1–3): 369–377, 3865: 3854: 3831: 3812: 3800:Karpinski, Marek 3793: 3792: 3770: 3753: 3713: 3707: 3701: 3695: 3689: 3683: 3677: 3671: 3665: 3659: 3653: 3647: 3641: 3635: 3629: 3623: 3617: 3611: 3605: 3599: 3593: 3587: 3581: 3575: 3566: 3560: 3554: 3553: 3517: 3508: 3502: 3496: 3490: 3484: 3483: 3473: 3449: 3443: 3437: 3431: 3425: 3419: 3413: 3407: 3401: 3326: 3322: 3321: 3313: 3306: 3302: 3280: 3268: 3261: 3253: 3246: 3239: 3228: 3217: 3210:Exact algorithms 3196:unit disk graphs 3182: 3178: 3174: 3172: 3171: 3166: 3164: 3150: 3133: 3132: 3116: 3109: 3092: 3064: 3060: 3056: 3052: 3045: 3041: 3037: 3019: 3012: 2983: 2961: 2940: 2923: 2902: 2858: 2856: 2850: 2844: 2836: 2812: 2808: 2798: 2784: 2774: 2772: 2766: 2758: 2754: 2750: 2747:Conversely, let 2743: 2739: 2729: 2726:. Second, since 2725: 2722:is dominated by 2721: 2717: 2714:are adjacent in 2713: 2709: 2705: 2690: 2680: 2670: 2668: 2662: 2654: 2650: 2646: 2636: 2605: 2597: 2589: 2585: 2570: 2560: 2548: 2534: 2519: 2505: 2490: 2486: 2482: 2458: 2454: 2431: 2418: 2411: 2404: 2397: 2376: 2372: 2365: 2355: 2346: 2337: 2328: 2319: 2310:and the subsets 2309: 2308:= {1, 2, ..., 6} 2302: 2285: 2281: 2277: 2265: 2258: 2256: 2250: 2242: 2238: 2234: 2210: 2208: 2202: 2194: 2170: 2166: 2159: 2155: 2151: 2147: 2140: 2110: 2106: 2100:as follows: the 2099: 2087: 2076: 2033: 2026: 2024: 2013: 2011: 1995:Log-APX-complete 1992: 1988: 1929: 1927: 1926: 1921: 1919: 1796: 1792: 1788: 1784: 1780: 1776: 1759: 1748: 1737: 1733: 1729: 1725: 1706: 1695: 1683: 1679: 1675: 1671: 1667: 1648: 1641: 1637: 1618: 1614: 1610: 1606: 1602: 1585:independent sets 1572: 1564: 1553: 1545: 1534: 1523: 1512: 1498: 1491: 1487: 1483:induced subgraph 1480: 1457: 1446: 1442: 1426: 1407: 1405: 1403: 1402: 1397: 1386: 1385: 1367: 1366: 1345: 1330: 1320: 1308: 1300: 1293: 1289: 1285: 1281: 1277: 1270: 1267:. The edges of 1266: 1255: 1253: 1251: 1250: 1245: 1243: 1242: 1224: 1223: 1199: 1198: 1180: 1179: 1157: 1153: 1134: 1127: 1123: 1104: 1093: 1089: 1068:independent sets 1054:independent sets 946: 922: 907: 857:In contrast, an 853: 851: 850: 845: 840: 826: 825: 786: 784: 783: 778: 752: 751: 720: 718: 717: 712: 704: 701: 693: 685: 662: 661: 631:is defined as: 630: 620: 618: 617: 612: 582: 580: 579: 574: 556: 554: 553: 548: 473: 471: 470: 465: 457: 454: 446: 438: 406:is defined as: 405: 395: 393: 392: 387: 359: 357: 356: 351: 327: 325: 324: 319: 289: 287: 286: 281: 263: 261: 260: 255: 227: 225: 224: 219: 197: 173:electrical grids 155: 149: 132:decision problem 126: 122: 118: 100: 96: 85: 79: 73: 67: 61: 21: 4553: 4552: 4548: 4547: 4546: 4544: 4543: 4542: 4518: 4517: 4490: 4460: 4397: 4377:10.1.1.108.3223 4358: 4356:Further reading 4348: 4321: 4245: 4131: 4130: 4121: 4066: 4034: 3899:(1–3): 87–147, 3863: 3852: 3829: 3726:Alber, Jochen; 3722: 3717: 3716: 3708: 3704: 3696: 3692: 3684: 3680: 3672: 3668: 3660: 3656: 3648: 3644: 3636: 3632: 3624: 3620: 3612: 3608: 3600: 3596: 3588: 3584: 3576: 3569: 3561: 3557: 3518: 3511: 3503: 3499: 3491: 3487: 3450: 3446: 3438: 3434: 3426: 3422: 3414: 3410: 3402: 3398: 3393: 3360: 3324: 3317: 3315: 3311: 3304: 3290: 3278: 3275: 3263: 3259: 3248: 3241: 3234: 3219: 3215: 3212: 3180: 3176: 3149: 3128: 3124: 3122: 3119: 3118: 3115: 3111: 3104: 3101: 3090: 3083: 3076: 3066: 3062: 3058: 3054: 3047: 3043: 3039: 3028: 3014: 3010: 3003: 2993: 2969: 2963: 2947: 2941: 2930: 2924: 2909: 2903: 2901:= {1, 2, 3, 4}, 2873: 2852: 2851:| ≤ | 2846: 2845:| = | 2840: 2838: 2826: 2814: 2810: 2800: 2799:by a neighbour 2786: 2776: 2768: 2767:| ≤ | 2762: 2760: 2756: 2752: 2748: 2741: 2731: 2727: 2723: 2719: 2715: 2711: 2707: 2704: 2692: 2682: 2672: 2664: 2663:| = | 2658: 2656: 2652: 2648: 2638: 2626: 2614: 2608:independent set 2603: 2595: 2587: 2584: 2572: 2562: 2550: 2536: 2521: 2507: 2492: 2488: 2484: 2483:we assume that 2472: 2460: 2456: 2444: 2441: 2426: 2420: 2413: 2406: 2399: 2395: 2388: 2378: 2374: 2367: 2363: 2357: 2354:= {1, 2, 5, 6}, 2353: 2347: 2344: 2338: 2336:= {2, 3, 4, 6}, 2335: 2329: 2327:= {1, 2, 3, 5}, 2326: 2320: 2317: 2311: 2304: 2300: 2284:α-approximation 2283: 2280:α-approximation 2279: 2267: 2263: 2252: 2251:| = | 2246: 2244: 2240: 2236: 2224: 2212: 2204: 2203:| = | 2198: 2196: 2184: 2172: 2168: 2164: 2157: 2153: 2149: 2146: 2142: 2138: 2129: 2122: 2112: 2108: 2104: 2089: 2078: 2063: 2060: 2044: 2028: 2020: 2015: 2007: 2005: 1991:α-approximation 1990: 1987:α-approximation 1986: 1959: 1935: 1917: 1916: 1873: 1858: 1857: 1820: 1804: 1802: 1799: 1798: 1794: 1790: 1786: 1782: 1778: 1767: 1750: 1739: 1735: 1731: 1727: 1708: 1697: 1686: 1681: 1677: 1673: 1669: 1650: 1646: 1639: 1638:for all graphs 1620: 1616: 1612: 1608: 1604: 1593: 1587: 1570: 1555: 1551: 1536: 1525: 1514: 1503: 1496: 1489: 1485: 1463: 1455: 1449:claw-free graph 1444: 1428: 1412: 1381: 1377: 1362: 1358: 1353: 1350: 1349: 1347: 1332: 1322: 1310: 1302: 1299: 1295: 1291: 1287: 1286:is adjacent to 1283: 1279: 1278:is adjacent to 1276: 1272: 1268: 1257: 1238: 1234: 1219: 1215: 1194: 1190: 1175: 1171: 1169: 1166: 1165: 1163: 1155: 1136: 1132: 1125: 1124:for all graphs 1106: 1095: 1091: 1080: 1070: 1050: 944: 917: 901: 883:-dominating set 836: 806: 802: 800: 797: 796: 732: 728: 726: 723: 722: 700: 689: 681: 642: 638: 636: 633: 632: 626: 588: 585: 584: 562: 559: 558: 536: 533: 532: 480: 453: 442: 434: 411: 408: 407: 401: 369: 366: 365: 336: 333: 332: 295: 292: 291: 269: 266: 265: 237: 234: 233: 207: 204: 203: 184: 181: 151: 150:for all graphs 143: 124: 120: 109: 98: 90: 81: 75: 69: 63: 57: 35: 28: 23: 22: 15: 12: 11: 5: 4551: 4541: 4540: 4535: 4530: 4516: 4515: 4502: 4488: 4472: 4458: 4438: 4410:(4): 374–387, 4390: 4370:(2): 209–214, 4357: 4354: 4353: 4352: 4346: 4325: 4319: 4294: 4274:(3): 623–641, 4257: 4243: 4216: 4197:(5): 237–240, 4186: 4177:(3): 425–440, 4166: 4145: 4112: 4087: 4064: 4038: 4032: 4008: 3979: 3950: 3932:(5): 25:1–32, 3919: 3889:Faudree, Ralph 3885: 3856: 3850: 3814: 3795: 3772: 3744:(3): 363–384, 3721: 3718: 3715: 3714: 3702: 3690: 3678: 3666: 3654: 3642: 3630: 3618: 3606: 3594: 3582: 3567: 3555: 3528:(3): 253–267. 3509: 3497: 3485: 3464:(2): 321–330. 3444: 3440:Förster (2013) 3432: 3420: 3418:, Section 3.1. 3408: 3395: 3394: 3392: 3389: 3388: 3387: 3381: 3379:Bondage number 3376: 3371: 3359: 3356: 3274: 3271: 3211: 3208: 3162: 3159: 3156: 3153: 3148: 3145: 3142: 3139: 3136: 3131: 3127: 3113: 3100: 3097: 3096: 3095: 3094: 3093: 3088: 3081: 3074: 3023: 3022: 3021: 3020: 3008: 3001: 2987: 2986: 2985: 2984: 2967: 2945: 2928: 2907: 2822: 2700: 2622: 2580: 2468: 2440: 2437: 2436: 2435: 2434: 2433: 2424: 2393: 2386: 2361: 2351: 2342: 2333: 2324: 2315: 2220: 2180: 2144: 2134: 2127: 2120: 2082:= {1, 2, ..., 2062:Given a graph 2059: 2056: 2043: 2040: 1958: 1955: 1934: 1931: 1915: 1912: 1909: 1906: 1903: 1900: 1897: 1894: 1891: 1888: 1885: 1882: 1879: 1876: 1874: 1872: 1869: 1866: 1863: 1860: 1859: 1856: 1853: 1850: 1847: 1844: 1841: 1838: 1835: 1832: 1829: 1826: 1823: 1821: 1819: 1816: 1813: 1810: 1807: 1806: 1586: 1579: 1573:. Therefore a 1495:For any graph 1395: 1392: 1389: 1384: 1380: 1376: 1373: 1370: 1365: 1361: 1357: 1297: 1274: 1241: 1237: 1233: 1230: 1227: 1222: 1218: 1214: 1211: 1208: 1205: 1202: 1197: 1193: 1189: 1186: 1183: 1178: 1174: 1069: 1062: 1049: 1046: 843: 839: 835: 832: 829: 824: 821: 818: 815: 812: 809: 805: 776: 773: 770: 767: 764: 761: 758: 755: 750: 747: 744: 741: 738: 735: 731: 710: 707: 699: 696: 692: 688: 684: 680: 677: 674: 671: 668: 665: 660: 657: 654: 651: 648: 645: 641: 610: 607: 604: 601: 598: 595: 592: 572: 569: 566: 546: 543: 540: 479: 476: 463: 460: 452: 449: 445: 441: 437: 433: 430: 427: 424: 421: 418: 415: 385: 382: 379: 376: 373: 349: 346: 343: 340: 317: 314: 311: 308: 305: 302: 299: 279: 276: 273: 253: 250: 247: 244: 241: 230:dominating set 217: 214: 211: 180: 177: 51:dominating set 26: 9: 6: 4: 3: 2: 4550: 4539: 4536: 4534: 4531: 4529: 4526: 4525: 4523: 4511: 4507: 4503: 4499: 4495: 4491: 4489:0-8247-0034-1 4485: 4481: 4477: 4473: 4469: 4465: 4461: 4459:0-8247-0033-3 4455: 4450: 4449: 4443: 4439: 4435: 4431: 4426: 4421: 4417: 4413: 4409: 4405: 4404: 4396: 4391: 4387: 4383: 4378: 4373: 4369: 4365: 4360: 4359: 4349: 4343: 4339: 4335: 4331: 4326: 4322: 4316: 4312: 4308: 4304: 4300: 4295: 4291: 4287: 4282: 4277: 4273: 4269: 4268: 4263: 4262:Nishizeki, T. 4258: 4254: 4250: 4246: 4244:0-89791-888-6 4240: 4236: 4232: 4228: 4227: 4221: 4217: 4213: 4208: 4204: 4200: 4196: 4192: 4187: 4184: 4180: 4176: 4172: 4167: 4163: 4159: 4155: 4151: 4146: 4141: 4135: 4127: 4120: 4119: 4113: 4108: 4103: 4099: 4095: 4094: 4088: 4083: 4079: 4075: 4071: 4067: 4065:9780716710455 4061: 4057: 4053: 4052: 4047: 4043: 4039: 4035: 4029: 4025: 4021: 4017: 4016: 4009: 4005: 4001: 3997: 3993: 3989: 3985: 3980: 3976: 3972: 3968: 3964: 3961:(1): 9:1–17, 3960: 3956: 3951: 3947: 3943: 3939: 3935: 3931: 3927: 3926: 3920: 3916: 3912: 3907: 3902: 3898: 3894: 3890: 3886: 3882: 3877: 3873: 3869: 3862: 3857: 3853: 3847: 3843: 3839: 3835: 3828: 3824: 3820: 3819:Prieto, Elena 3815: 3811: 3810: 3805: 3801: 3796: 3791: 3786: 3782: 3778: 3773: 3769: 3765: 3761: 3757: 3752: 3747: 3743: 3739: 3738: 3733: 3729: 3724: 3723: 3711: 3706: 3699: 3694: 3687: 3682: 3675: 3670: 3663: 3658: 3651: 3646: 3639: 3634: 3627: 3622: 3615: 3614:Parekh (1991) 3610: 3603: 3598: 3591: 3586: 3579: 3574: 3572: 3564: 3559: 3551: 3547: 3543: 3539: 3535: 3531: 3527: 3523: 3522:Combinatorica 3516: 3514: 3506: 3501: 3494: 3489: 3481: 3477: 3472: 3467: 3463: 3459: 3455: 3448: 3441: 3436: 3429: 3424: 3417: 3412: 3405: 3400: 3396: 3385: 3382: 3380: 3377: 3375: 3372: 3369: 3365: 3362: 3361: 3355: 3353: 3348: 3346: 3342: 3339: 3334: 3330: 3323:and cubic in 3320: 3308: 3301: 3297: 3293: 3288: 3284: 3270: 3266: 3257: 3251: 3244: 3237: 3232: 3226: 3222: 3207: 3205: 3201: 3200:planar graphs 3197: 3193: 3188: 3186: 3160: 3157: 3154: 3151: 3146: 3143: 3140: 3137: 3134: 3129: 3125: 3107: 3099:Special cases 3087: 3080: 3073: 3069: 3050: 3035: 3031: 3027: 3026: 3025: 3024: 3017: 3007: 3000: 2996: 2991: 2990: 2989: 2988: 2981: 2977: 2973: 2966: 2959: 2955: 2951: 2944: 2938: 2934: 2927: 2921: 2917: 2913: 2906: 2900: 2896: 2892: 2888: 2884: 2880: 2876: 2871: 2870: 2869: 2868: 2864: 2860: 2855: 2849: 2843: 2834: 2830: 2825: 2821: 2817: 2807: 2803: 2797: 2793: 2789: 2783: 2779: 2771: 2765: 2745: 2738: 2734: 2703: 2699: 2695: 2689: 2685: 2679: 2675: 2667: 2661: 2645: 2641: 2634: 2630: 2625: 2621: 2617: 2611: 2609: 2601: 2593: 2583: 2579: 2575: 2569: 2565: 2558: 2554: 2547: 2543: 2539: 2533: 2529: 2525: 2518: 2514: 2510: 2503: 2499: 2495: 2480: 2476: 2471: 2467: 2463: 2452: 2448: 2430: 2423: 2417: 2410: 2403: 2392: 2385: 2381: 2370: 2360: 2350: 2341: 2332: 2323: 2314: 2307: 2298: 2297: 2296: 2295: 2291: 2287: 2275: 2271: 2260: 2255: 2249: 2232: 2228: 2223: 2219: 2215: 2207: 2201: 2192: 2188: 2183: 2179: 2175: 2161: 2137: 2133: 2126: 2119: 2115: 2103: 2097: 2093: 2085: 2081: 2074: 2070: 2066: 2055: 2053: 2049: 2039: 2037: 2031: 2023: 2018: 2010: 2006:1 + log| 2003: 1998: 1996: 1984: 1980: 1976: 1972: 1968: 1964: 1954: 1952: 1948: 1944: 1940: 1930: 1910: 1904: 1901: 1898: 1892: 1886: 1883: 1880: 1877: 1875: 1867: 1861: 1851: 1845: 1842: 1839: 1833: 1827: 1824: 1822: 1814: 1808: 1774: 1770: 1766: 1761: 1757: 1753: 1746: 1742: 1723: 1719: 1715: 1711: 1704: 1700: 1693: 1689: 1665: 1661: 1657: 1653: 1643: 1635: 1631: 1627: 1623: 1600: 1596: 1592: 1584: 1578: 1576: 1568: 1562: 1558: 1549: 1543: 1539: 1532: 1528: 1521: 1517: 1510: 1506: 1502: 1493: 1484: 1478: 1474: 1470: 1466: 1461: 1452: 1450: 1440: 1436: 1432: 1424: 1420: 1416: 1409: 1390: 1387: 1382: 1378: 1374: 1371: 1368: 1363: 1359: 1343: 1339: 1335: 1329: 1325: 1318: 1314: 1306: 1264: 1260: 1239: 1235: 1231: 1228: 1225: 1220: 1216: 1212: 1209: 1206: 1203: 1200: 1195: 1191: 1187: 1184: 1181: 1176: 1172: 1161: 1151: 1147: 1143: 1139: 1129: 1121: 1117: 1113: 1109: 1102: 1098: 1087: 1083: 1079: 1074: 1067: 1061: 1059: 1055: 1045: 1043: 1039: 1035: 1031: 1027: 1023: 1019: 1015: 1014: 1008: 1006: 1005: 999: 996: 992: 988: 984: 980: 976: 972: 968: 964: 961: 957: 952: 950: 945:(1.7 + log Δ) 942: 938: 934: 930: 926: 920: 915: 911: 905: 899: 895: 893: 888: 884: 882: 876: 874: 870: 866: 862: 861: 855: 841: 837: 830: 822: 819: 816: 813: 810: 807: 803: 793: 788: 771: 765: 762: 756: 748: 745: 742: 739: 736: 733: 729: 721:; obviously, 705: 697: 694: 686: 672: 666: 658: 655: 652: 649: 646: 643: 639: 629: 624: 608: 605: 599: 596: 593: 570: 567: 564: 544: 541: 538: 530: 526: 522: 517: 515: 511: 507: 503: 499: 498:spanning tree 495: 491: 487: 486: 475: 458: 450: 447: 439: 425: 419: 413: 404: 399: 383: 377: 374: 371: 363: 347: 344: 341: 338: 329: 315: 312: 306: 303: 300: 277: 274: 271: 251: 245: 242: 239: 231: 215: 212: 209: 201: 195: 191: 187: 176: 174: 170: 166: 161: 159: 154: 147: 141: 137: 133: 130: 117: 113: 107: 102: 94: 89: 84: 78: 72: 66: 60: 56: 52: 48: 39: 33: 19: 4509: 4479: 4447: 4407: 4403:Algorithmica 4401: 4367: 4363: 4329: 4298: 4271: 4265: 4223: 4194: 4190: 4174: 4170: 4156:(2): 75–83, 4153: 4149: 4117: 4097: 4091: 4049: 4012: 3987: 3983: 3958: 3954: 3929: 3923: 3896: 3892: 3871: 3867: 3833: 3808: 3783:(2): 73–76, 3780: 3776: 3741: 3735: 3705: 3693: 3681: 3669: 3657: 3645: 3633: 3621: 3609: 3597: 3585: 3558: 3525: 3521: 3500: 3488: 3461: 3457: 3447: 3435: 3423: 3411: 3399: 3349: 3318: 3309: 3299: 3295: 3291: 3276: 3264: 3249: 3242: 3235: 3224: 3220: 3213: 3189: 3105: 3102: 3085: 3078: 3071: 3067: 3048: 3033: 3029: 3015: 3005: 2998: 2994: 2979: 2975: 2971: 2964: 2957: 2953: 2949: 2942: 2936: 2932: 2925: 2919: 2915: 2911: 2904: 2898: 2894: 2890: 2886: 2882: 2878: 2874: 2853: 2847: 2841: 2832: 2828: 2823: 2819: 2815: 2805: 2801: 2795: 2791: 2787: 2781: 2777: 2769: 2763: 2746: 2736: 2732: 2701: 2697: 2693: 2687: 2683: 2681:there is an 2677: 2673: 2665: 2659: 2643: 2639: 2632: 2628: 2623: 2619: 2615: 2612: 2581: 2577: 2573: 2567: 2563: 2556: 2552: 2545: 2541: 2537: 2531: 2527: 2523: 2516: 2512: 2508: 2501: 2497: 2493: 2478: 2474: 2469: 2465: 2461: 2450: 2446: 2442: 2428: 2421: 2415: 2408: 2401: 2390: 2383: 2379: 2368: 2364:= {3, 5, 6}. 2358: 2348: 2339: 2330: 2321: 2318:= {1, 2, 5}, 2312: 2305: 2273: 2269: 2261: 2253: 2247: 2230: 2226: 2221: 2217: 2213: 2205: 2199: 2190: 2186: 2181: 2177: 2173: 2162: 2135: 2131: 2124: 2117: 2113: 2095: 2091: 2083: 2079: 2072: 2068: 2064: 2061: 2052:L-reductions 2045: 2042:L-reductions 2029: 2021: 2016: 2008: 1999: 1971:L-reductions 1960: 1939:Richard Karp 1936: 1772: 1768: 1764: 1762: 1755: 1751: 1744: 1740: 1721: 1717: 1713: 1709: 1702: 1698: 1691: 1687: 1663: 1659: 1655: 1651: 1644: 1633: 1629: 1625: 1621: 1598: 1594: 1590: 1588: 1582: 1560: 1556: 1541: 1537: 1530: 1526: 1519: 1515: 1508: 1504: 1494: 1476: 1472: 1468: 1464: 1459: 1458:is called a 1453: 1438: 1434: 1430: 1422: 1418: 1414: 1410: 1341: 1337: 1333: 1327: 1323: 1316: 1312: 1304: 1262: 1258: 1159: 1149: 1145: 1141: 1137: 1130: 1119: 1115: 1111: 1107: 1100: 1096: 1085: 1081: 1077: 1075: 1071: 1065: 1051: 1041: 1037: 1033: 1029: 1025: 1021: 1017: 1011: 1009: 1002: 1000: 998:considered. 990: 986: 982: 974: 970: 966: 962: 955: 953: 948: 940: 936: 932: 928: 924: 918: 913: 909: 903: 897: 891: 890: 886: 880: 879: 877: 872: 868: 864: 859: 856: 795:is at least 791: 789: 627: 622: 528: 524: 520: 518: 513: 509: 505: 501: 493: 483: 481: 402: 397: 361: 330: 229: 228:is called a 202:of vertices 193: 189: 185: 182: 162: 152: 145: 115: 111: 105: 103: 92: 87: 82: 76: 70: 64: 62:is a subset 58: 50: 47:graph theory 44: 4212:1721.1/1201 4128:, Stockholm 3578:Kann (1992) 3416:West (2001) 3051:= {1, 3, 4} 2592:split graph 2586:. That is, 1951:NP-complete 1947:NP-complete 1941:proved the 1777:of a graph 1603:of a graph 1581:Domination 1090:of a graph 1064:Domination 129:NP-complete 4522:Categories 3990:(2): 281, 3751:cs/0207066 3720:References 3384:Nonblocker 3352:nonblocker 2759:such that 2691:such that 2141:such that 1649:for which 1501:line graph 1135:for which 1032:is not in 583:such that 290:such that 123:and input 4372:CiteSeerX 4082:247570676 3542:1439-6912 3480:0097-3165 3338:forbidden 3147:− 3135:≤ 3018:= {1, 4}. 2561:for each 2345:= {3, 4}, 2027:for some 2019:log| 1979:see below 1953:as well. 1905:γ 1899:≥ 1884:γ 1878:≥ 1846:γ 1840:≥ 1828:γ 1825:≥ 1481:in every 1372:… 1229:… 1185:… 863:is a set 804:γ 766:γ 763:≥ 730:γ 640:γ 606:∈ 568:∈ 542:∈ 529:including 504:in which 490:connected 414:γ 381:∖ 375:∈ 313:∈ 275:∈ 249:∖ 243:∈ 213:⊆ 4508:(2001), 4498:38201061 4468:37903553 4425:1903/830 4290:16082154 4253:15457604 4134:citation 4048:(1979). 3825:(2006), 3550:43510417 3358:See also 3267:(1.7159) 3252:(1.5048) 3245:(1.5264) 3238:(1.5137) 3175:, where 3042:. Given 2827: : 2718:; hence 2627: : 2473: : 2371:= {3, 5} 2225: : 2185: : 2102:universe 1548:matching 1454:A graph 1301:. Then 1256:, where 923:admit a 478:Variants 4434:1249122 4220:Raz, R. 4074:0519066 4004:5232238 3975:2489447 3946:1186651 3915:1432221 3316:√ 3108:(log Δ) 3036:, 3, 4} 2813:. Then 2655:, with 2647:, then 2613:Now if 2243:, with 2171:, then 2163:Now if 2130:, ..., 2034:unless 1963:NP-hard 1933:History 1658:) < 1406:⁠ 1348:⁠ 1331:, then 1254:⁠ 1164:⁠ 1158:be the 1144:) < 4496:  4486:  4466:  4456:  4432:  4374:  4344:  4317:  4288:  4251:  4241:  4080:  4072:  4062:  4030:  4015:ANALCO 4002:  3973:  3944:  3913:  3848:  3768:488501 3766:  3548:  3540:  3478:  3260:1.7159 2857:| 2839:| 2773:| 2761:| 2669:| 2657:| 2606:is an 2600:clique 2257:| 2245:| 2209:| 2197:| 2036:P = NP 2032:> 0 2025:| 2012:| 1945:to be 1749:, but 1672:, let 1499:, its 1346:since 1309:since 1290:, and 1265:> 1 977:, the 960:subset 200:subset 86:. The 74:is in 53:for a 4430:S2CID 4398:(PDF) 4286:S2CID 4249:S2CID 4122:(PDF) 4000:S2CID 3971:S2CID 3942:S2CID 3864:(PDF) 3830:(PDF) 3764:S2CID 3746:arXiv 3546:S2CID 3391:Notes 3331:to a 2598:is a 2590:is a 2077:with 1758:) = n 1747:) = 1 1705:) = 2 1694:) = 1 1447:is a 1307:) = 2 958:is a 492:. If 55:graph 4494:OCLC 4484:ISBN 4464:OCLC 4454:ISBN 4342:ISBN 4315:ISBN 4239:ISBN 4140:link 4078:OCLC 4060:ISBN 4028:ISBN 3846:ISBN 3538:ISSN 3476:ISSN 3198:and 2962:and 2775:and 2710:and 2602:and 2571:and 2530:} ∈ 2443:Let 2414:4 ∈ 2407:3 ∈ 2400:4 ∈ 2356:and 1763:The 1734:-by- 1716:) / 1680:-by- 1628:) ≤ 1589:The 1471:) = 1433:) = 1417:) = 1340:) = 1114:) ≤ 1076:The 979:star 523:(or 328:. 198:, a 114:) ≤ 104:The 49:, a 4420:hdl 4412:doi 4382:doi 4334:doi 4307:doi 4276:doi 4231:doi 4207:hdl 4199:doi 4179:doi 4158:doi 4102:doi 4020:doi 3992:doi 3963:doi 3934:doi 3901:doi 3897:164 3876:doi 3872:359 3838:doi 3785:doi 3756:doi 3530:doi 3466:doi 3462:102 3185:APX 3070:= { 3032:= { 2997:= { 2970:= { 2948:= { 2931:= { 2910:= { 2897:}, 2877:= { 2818:= { 2809:of 2618:= { 2496:= ( 2464:= { 2382:= { 2216:= { 2176:= { 2156:in 2116:= { 2107:is 2067:= ( 1785:of 1769:iγi 1611:of 1569:in 1550:in 1488:of 1462:if 1443:if 1344:+ 1 1010:An 981:of 973:in 965:of 921:− 1 676:min 625:of 500:of 429:min 400:of 188:= ( 134:in 45:In 4524:: 4492:, 4462:, 4428:, 4418:, 4408:20 4406:, 4400:, 4380:, 4366:, 4340:, 4313:, 4301:, 4284:, 4272:29 4270:, 4247:, 4237:, 4205:, 4195:39 4193:, 4175:43 4173:, 4154:89 4152:, 4136:}} 4132:{{ 4098:86 4096:, 4076:. 4070:MR 4068:. 4058:. 4044:; 4026:, 3998:, 3988:36 3986:, 3969:, 3957:, 3940:, 3930:56 3928:, 3911:MR 3909:, 3895:, 3870:, 3866:, 3844:, 3832:, 3821:; 3802:; 3781:23 3779:, 3762:, 3754:, 3742:51 3740:, 3730:; 3570:^ 3544:. 3536:. 3526:27 3524:. 3512:^ 3474:. 3460:. 3456:. 3283:W 3269:. 3223:(2 3206:. 3091:}. 3084:, 3077:, 3004:, 2982:}. 2978:, 2974:, 2960:}, 2956:, 2952:, 2939:}, 2935:, 2922:}, 2918:, 2914:, 2893:, 2889:, 2885:, 2881:, 2859:. 2831:∈ 2804:∈ 2794:∩ 2790:∈ 2780:⊆ 2744:. 2735:∈ 2696:∈ 2686:∈ 2676:∈ 2642:⊆ 2631:∈ 2610:. 2594:: 2576:∈ 2566:∈ 2559:} 2555:, 2544:∈ 2540:, 2526:, 2515:∪ 2511:= 2500:, 2481:}; 2477:∈ 2449:, 2427:∈ 2396:}. 2389:, 2272:, 2259:. 2229:∈ 2189:∈ 2160:. 2123:, 2094:, 2086:}, 2071:, 2038:. 1997:. 1797:: 1760:. 1741:iγ 1718:iγ 1688:iγ 1652:iγ 1642:. 1622:iγ 1595:iγ 1583:of 1451:. 1429:γ( 1413:γ( 1326:≤ 1319:} 1315:, 1303:γ( 1282:, 1261:, 1128:. 1066:by 1044:. 1001:A 954:A 878:A 854:. 790:A 787:. 673::= 519:A 482:A 474:. 426::= 192:, 175:. 144:γ( 110:γ( 101:. 91:γ( 4514:. 4501:. 4471:. 4437:. 4422:: 4414:: 4389:. 4384:: 4368:4 4351:. 4336:: 4324:. 4309:: 4293:. 4278:: 4256:. 4233:: 4209:: 4201:: 4181:: 4165:. 4160:: 4144:. 4142:) 4111:. 4104:: 4084:. 4037:. 4022:: 4007:. 3994:: 3978:. 3965:: 3959:5 3949:. 3936:: 3918:. 3903:: 3878:: 3855:. 3840:: 3813:. 3794:. 3787:: 3771:. 3758:: 3748:: 3712:. 3700:. 3688:. 3676:. 3664:. 3652:. 3640:. 3628:. 3616:. 3604:. 3592:. 3565:. 3552:. 3532:: 3507:. 3495:. 3482:. 3468:: 3442:. 3430:. 3406:. 3325:n 3319:k 3312:k 3305:f 3300:n 3298:) 3296:k 3294:( 3292:f 3279:k 3265:O 3250:O 3243:O 3236:O 3227:) 3225:n 3221:O 3216:n 3181:M 3177:N 3161:1 3158:+ 3155:M 3152:2 3144:1 3141:+ 3138:N 3130:g 3126:d 3114:g 3112:d 3106:O 3089:4 3086:S 3082:3 3079:S 3075:1 3072:S 3068:C 3063:X 3059:I 3055:D 3049:X 3044:D 3040:G 3034:a 3030:D 3016:D 3011:} 3009:4 3006:S 3002:1 2999:S 2995:C 2980:e 2976:d 2972:c 2968:4 2965:S 2958:d 2954:c 2950:b 2946:3 2943:S 2937:b 2933:a 2929:2 2926:S 2920:c 2916:b 2912:a 2908:1 2905:S 2899:I 2895:e 2891:d 2887:c 2883:b 2879:a 2875:U 2854:D 2848:X 2842:C 2835:} 2833:X 2829:i 2824:i 2820:S 2816:C 2811:u 2806:I 2802:i 2796:U 2792:D 2788:u 2782:I 2778:X 2770:D 2764:X 2757:X 2753:G 2749:D 2742:D 2737:I 2733:i 2728:D 2724:i 2720:u 2716:G 2712:i 2708:u 2702:i 2698:S 2694:u 2688:D 2684:i 2678:U 2674:u 2666:C 2660:D 2653:G 2649:D 2644:I 2640:D 2635:} 2633:D 2629:i 2624:i 2620:S 2616:C 2604:U 2596:I 2588:G 2582:i 2578:S 2574:u 2568:I 2564:i 2557:u 2553:i 2551:{ 2546:I 2542:j 2538:i 2532:E 2528:j 2524:i 2522:{ 2517:U 2513:I 2509:V 2504:) 2502:E 2498:V 2494:G 2489:I 2485:U 2479:I 2475:i 2470:i 2466:S 2462:S 2457:U 2453:) 2451:U 2447:S 2445:( 2432:. 2429:C 2425:3 2422:S 2416:U 2409:D 2402:V 2394:5 2391:S 2387:3 2384:S 2380:C 2375:G 2369:D 2362:6 2359:S 2352:5 2349:S 2343:4 2340:S 2334:3 2331:S 2325:2 2322:S 2316:1 2313:S 2306:U 2301:G 2276:) 2274:S 2270:U 2268:( 2264:G 2254:C 2248:D 2241:G 2237:D 2233:} 2231:D 2227:v 2222:v 2218:S 2214:C 2206:D 2200:C 2193:} 2191:D 2187:v 2182:v 2178:S 2174:C 2169:G 2165:D 2158:G 2154:v 2150:v 2145:v 2143:S 2139:} 2136:n 2132:S 2128:2 2125:S 2121:1 2118:S 2114:S 2109:V 2105:U 2098:) 2096:S 2092:U 2090:( 2084:n 2080:V 2075:) 2073:E 2069:V 2065:G 2030:c 2022:V 2017:c 2009:V 1914:) 1911:G 1908:( 1902:i 1896:) 1893:G 1890:( 1887:i 1881:i 1871:) 1868:G 1865:( 1862:i 1855:) 1852:G 1849:( 1843:i 1837:) 1834:G 1831:( 1818:) 1815:G 1812:( 1809:i 1795:G 1791:A 1787:G 1783:A 1779:G 1775:) 1773:G 1771:( 1756:G 1754:( 1752:γ 1745:G 1743:( 1736:n 1732:n 1728:G 1724:) 1722:G 1720:( 1714:G 1712:( 1710:γ 1703:G 1701:( 1699:γ 1692:G 1690:( 1682:n 1678:n 1674:G 1670:n 1666:) 1664:G 1662:( 1660:γ 1656:G 1654:( 1647:G 1640:G 1636:) 1634:G 1632:( 1630:γ 1626:G 1624:( 1617:A 1613:G 1609:A 1605:G 1601:) 1599:G 1597:( 1571:G 1563:) 1561:G 1559:( 1557:L 1552:G 1544:) 1542:G 1540:( 1538:L 1533:) 1531:G 1529:( 1527:L 1522:) 1520:G 1518:( 1516:L 1511:) 1509:G 1507:( 1505:L 1497:G 1490:G 1486:H 1479:) 1477:H 1475:( 1473:i 1469:H 1467:( 1465:γ 1456:G 1445:G 1441:) 1439:G 1437:( 1435:i 1431:G 1425:) 1423:G 1421:( 1419:i 1415:G 1394:} 1391:b 1388:, 1383:p 1379:x 1375:, 1369:, 1364:1 1360:x 1356:{ 1342:p 1338:G 1336:( 1334:i 1328:q 1324:p 1317:b 1313:a 1311:{ 1305:G 1298:j 1296:y 1292:b 1288:b 1284:a 1280:a 1275:i 1273:x 1269:G 1263:q 1259:p 1240:q 1236:y 1232:, 1226:, 1221:1 1217:y 1213:, 1210:b 1207:, 1204:a 1201:, 1196:p 1192:x 1188:, 1182:, 1177:1 1173:x 1156:G 1152:) 1150:G 1148:( 1146:i 1142:G 1140:( 1138:γ 1133:G 1126:G 1122:) 1120:G 1118:( 1116:i 1112:G 1110:( 1108:γ 1103:) 1101:G 1099:( 1097:i 1092:G 1088:) 1086:G 1084:( 1082:i 1042:v 1038:D 1034:D 1030:u 1028:( 1026:u 1022:D 1018:v 991:D 987:v 983:v 975:V 971:v 967:V 963:D 949:k 941:k 937:k 933:k 929:k 925:k 919:k 914:k 910:k 906:) 904:n 898:k 892:k 887:k 881:k 873:D 869:D 865:D 842:2 838:/ 834:) 831:G 828:( 823:g 820:n 817:o 814:r 811:t 808:s 775:) 772:G 769:( 760:) 757:G 754:( 749:g 746:n 743:o 740:r 737:t 734:s 709:} 706:G 698:D 695:: 691:| 687:D 683:| 679:{ 670:) 667:G 664:( 659:g 656:n 653:o 650:r 647:t 644:s 628:G 609:E 603:) 600:v 597:, 594:u 591:( 571:D 565:v 545:V 539:u 514:T 510:T 506:S 502:G 494:S 462:} 459:G 451:D 448:: 444:| 440:D 436:| 432:{ 423:) 420:G 417:( 403:G 384:D 378:V 372:u 362:D 348:= 345:V 342:= 339:D 316:E 310:) 307:v 304:, 301:u 298:( 278:D 272:v 252:D 246:V 240:u 216:V 210:D 196:) 194:E 190:V 186:G 153:G 148:) 146:G 125:K 121:G 116:K 112:G 99:G 95:) 93:G 83:D 77:D 71:G 65:D 59:G 34:. 20:)

Index

Domination number
Dominator (graph theory)

graph theory
graph
NP-complete
decision problem
computational complexity theory
efficient algorithm
approximation algorithms
wireless networking
document summarization
electrical grids
subset
connected dominating set
connected
spanning tree
edge-dominating set
subset
star
isolated vertices
domatic partition
eternal dominating set
independent sets
maximal independent set
claw-free graph
induced subgraph
line graph
matching
edge dominating set

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