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Modular decomposition

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of a comparability graph, it suffices to transitively orient each of these quotients of its modular decomposition (Gallai, 67; Möhring, 85). A similar phenomenon applies for permutation graphs, (McConnell and Spinrad '94), interval graphs (Hsu and Ma '99), perfect graphs, and other graph classes.
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Fortunately, there exists such a recursive decomposition of a graph that implicitly represents all ways of decomposing it; this is the modular decomposition. It is itself a way of decomposing a graph recursively into quotients, but it subsumes all others. The decomposition depicted in the figure
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In the figure below, vertex 1, vertices 2 through 4, vertex 5, vertices 6 and 7, and vertices 8 through 11 are a modular partition. In the upper right diagram, the edges between these sets depict the quotient given by this partition, while the edges internal to the sets depict the corresponding
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A way to recursively decompose a graph into factors and quotients may not be unique. (For example, all subsets of the vertices of a complete graph are modules, which means that there are many different ways of decomposing it recursively.) Some ways may be more useful than others.
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The modules of a graph are therefore of great algorithmic interest. A set of nested modules, of which the modular decomposition is an example, can be used to guide the recursive solution of many combinatorial problems on graphs, such as recognizing and transitively orienting
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The first polynomial algorithm to compute the modular decomposition tree of a graph was published in 1972 (James, Stanton & Cowan 1972) and now linear algorithms are available (McConnell & Spinrad 1999, Tedder et al. 2007, Cournier & Habib 1994).
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is a comparability graph if and only if each of these quotients is a comparability graph (Gallai, 67; Möhring, 85). Therefore, to find whether a graph is a comparability graph, one need only find whether each of the quotients is. In fact, to find a
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A graph, its quotient where "bags" of vertices of the graph correspond to the children of the root of the modular decomposition tree, and its full modular decomposition tree: series nodes are labeled "s", parallel nodes "//" and prime nodes
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This notion can be generalized to other structures (for example directed graphs) and is useful to design efficient algorithms for the recognition of some graph classes, for finding transitive orientations of
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In the figure below, such a recursive decomposition is represented by a tree that depicts one way of recursively decomposing factors of an initial modular partition into smaller modular partitions.
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can be reconstructed inductively by reconstructing the factors from the bottom up, inverting the steps of the decomposition by combining factors with the quotient at each level.
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can be recursively decomposed into factors and quotients. Each level of the recursion gives rise to a quotient. As a base case, the graph has only one vertex. Collectively,
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is a module if and only if it is a node of the tree or a union of children of a series or parallel node. This implicitly gives all modular partitions of
142:). Perhaps the earliest reference to them, and the first description of modular quotients and the graph decomposition they give rise to appeared in ( 4552: 4522: 4485:
Möhring, Rolf H. (1985). "Algorithmic aspects of the substitution decomposition in optimization over relations, set systems and Boolean functions".
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A data structure for representing the modular decomposition tree should support the operation that inputs a node and returns the set of vertices of
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in the modular decomposition tree. Therefore, the modular decomposition, labeled in this way with quotients, gives a complete representation of
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Proc. 3rd Southeastern International Conference on Combinatorics, Graph Theory, and Computing (Florida Atlantic Univ., Boca Raton, Fla., 1972)
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Despite these differences, modules preserve a desirable property of connected components, which is that many properties of the subgraph
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is disconnected, since the modules of a graph are the same as the modules of its complement. The root of the tree is labeled a
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The modular decomposition, augmented with a quotient on the children of each internal node, gives a complete representation of
4628:; Habib, Michel; Paul, Christophe (2008). "Simpler Linear-Time Modular Decomposition Via Recursive Factorizing Permutations". 4427: 4739: 546:
To avoid the possibility of ambiguity in the above definitions, we give the following formal definitions of modules. Let
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Hsu, W.L.; Ma, T. (1999). "Fast and simple algorithms for recognizing chordal comparability graphs and interval graphs".
4663: 4560: 4395: 198: 28: 20: 2581:. They are therefore a modular partition. The quotient that they define is prime. The root of the tree is labeled a 4323: 862: 4548: 4281: 4206:
Some important combinatorial optimization problems on graphs can be solved using a similar strategy (Möhring, 85).
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are independent of the rest of the graph. A similar phenomenon also applies to the subgraphs induced by modules.
521: 3081:. It is in this sense that the modular decomposition tree "subsumes" all other ways of recursively decomposing 1924:
nontrivial modules implies the existence of nontrivial modular partitions. In general, many or all members of
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is a modular partition. Since the partition classes are disjoint, their adjacencies constitute a new graph, a
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Möhring, Rolf H. (1985). I. Rival (ed.). "Algorithmic aspects of comparability graphs and interval graphs".
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of vertices of a graph is a module, as are its one-element subsets and the empty set; these are called the
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With a small number of simple exceptions, every graph with a nontrivial modular decomposition also has a
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James, Lee O.; Stanton, Ralph G.; Cowan, Donald D. (1972). "Graph decomposition for undirected graphs".
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that it represents. Given a pointer to a node, this structure could return the set of vertices of
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as a child of the root. The quotient defined by the children is the complement of a complete graph.
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is given by the set of labels of its leaf descendants. It is well known that any rooted tree with
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In (Gallai, 1967), Gallai defined the modular decomposition recursively on a graph with vertex set
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is a compact representation of all the edges that have endpoints in different partition classes of
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is disconnected, its complement is connected. Every union of connected components is a module of
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Contrary to the connected components, the modules of a graph are the same as the modules of its
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that the node represents. An obvious way to do this is to assign to each node a list of the
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are the graphs that only have parallel or series nodes in their modular decomposition tree.
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is connected and so is its complement, then the maximal modules that are proper subsets of
1667: 1051: 4579: 4536: 4446: 4327: 4298: 950: 60: 3767: 3681: 3431: 2215: 2151: 1970: 1632: 1604: 1556: 4686: 4634:. Lecture Notes in Computer Science. Vol. 5125. Springer-Verlag. pp. 634–645. 4527:. Lecture Notes in Computer Science. Vol. 3843. Springer-Verlag. pp. 343–354. 4631:
Proc. 35th International Colloquium on Automata, Languages and Programming (ICALP 2008)
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graph comes from the fact that a prime graph has only trivial quotients and factors.
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The following is a key observation in understanding the modular decomposition:
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by solving the problem separately on each of these quotients. For example,
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where each partition class is a module. They therefore induce the quotient
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where each partition class is a module are of particular interest. Suppose
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are disjoint modules, then it is easy to see that either every member of
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is a module of G, and the adjacencies of these modules are the edges of
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of a graph. Unlike connected components, however, one module can be a
4718: 4659:"Modular Decomposition of Graphs and the Distance Preserving Property" 1501:. No relationship intermediate between these two extremes can exist. 4224:
Modular decomposition of directed graphs can be done in linear time (
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rooted-tree data structure and labeling each leaf with the vertex of
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only has one vertex, its modular decomposition is a single tree node.
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and finding a certificate of the answer to the question, recognizing
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node, and the quotient defined by the children is a complete graph.
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and gives a representation of all edges with both endpoints in
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Brandstädt, Andreas; Le, Van Bang; Spinrad, Jeremy P. (1999).
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internal nodes. One can use a depth-first search starting at
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As the notion of modules has been rediscovered in many areas,
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can be represented by installing edges among the children of
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that it represents. The set represented by an internal node
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Proc. 13th International Symposium on Graph Drawing (GD'05)
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are defined in a way that is symmetric with the case where
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below is this special decomposition for the given graph.
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and finding interval representations for them, defining
4225: 4391:"Linear-time modular decomposition of directed graphs" 4186: 4166: 4143: 4117: 4091: 4071: 4039: 4019: 3999: 3979: 3959: 3939: 3913: 3887: 3867: 3847: 3827: 3807: 3770: 3750: 3744:. The vertices of this quotient are the elements of 3721: 3684: 3664: 3644: 3624: 3604: 3584: 3564: 3540: 3500: 3480: 3460: 3434: 3414: 3394: 3374: 3341: 3308: 3271: 3228: 3195: 3175: 3155: 3135: 3115: 3087: 3067: 3047: 3027: 3007: 2979: 2959: 2939: 2919: 2896: 2872: 2843: 2823: 2803: 2783: 2763: 2740: 2711: 2691: 2671: 2651: 2631: 2611: 2591: 2567: 2547: 2527: 2504: 2480: 2448: 2428: 2408: 2387: 2367: 2347: 2327: 2275: 2246: 2218: 2189: 2154: 2134: 2114: 2090: 2061: 2041: 2021: 2001: 1973: 1953: 1930: 1906: 1880: 1860: 1840: 1780: 1746: 1696: 1670: 1635: 1607: 1587: 1559: 1534: 1514: 1479: 1459: 1439: 1419: 1399: 1379: 1340: 1309: 1272: 1252: 1224: 1204: 1184: 1160: 1138: 1118: 1080: 1054: 1031: 1011: 982: 953: 921: 865: 842: 822: 802: 782: 762: 742: 686: 660: 640: 620: 590: 552: 486: 454: 423: 396: 390:
have the same set of neighbors among vertices not in
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node, and these modules are assigned as children of
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implementation of a modular decomposition algorithm
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implementation of a modular decomposition algorithm
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implementation of a modular decomposition algorithm
4514:Papadopoulos, Charis; Voglis, Constantinos (2005). 4389:McConnell, Ross M.; de Montgolfier, Fabien (2005). 3001:The final tree has one-element sets of vertices of 2148:can be reconstructed given only the quotient graph 139: 16:
Recursively splitting a graph into subsets of nodes
4420:"Modular decomposition and transitive orientation" 4253:. Society for Industrial and Applied Mathematics. 4192: 4172: 4149: 4129: 4103: 4077: 4057: 4025: 4005: 3985: 3965: 3945: 3925: 3899: 3873: 3853: 3833: 3813: 3793: 3756: 3736: 3707: 3670: 3650: 3630: 3610: 3590: 3570: 3546: 3519: 3486: 3466: 3446: 3420: 3400: 3380: 3360: 3327: 3290: 3250: 3222:time. However, this data structure would require 3214: 3181: 3161: 3141: 3121: 3093: 3073: 3053: 3033: 3013: 2985: 2965: 2953:is connected. The subtrees that are children of 2945: 2925: 2902: 2878: 2858: 2829: 2809: 2789: 2769: 2746: 2726: 2697: 2677: 2657: 2637: 2617: 2597: 2573: 2553: 2533: 2510: 2486: 2463: 2434: 2414: 2393: 2373: 2353: 2333: 2281: 2261: 2232: 2204: 2168: 2140: 2120: 2096: 2076: 2047: 2027: 2007: 1987: 1959: 1936: 1912: 1892: 1866: 1846: 1826: 1766: 1728: 1682: 1649: 1621: 1593: 1573: 1540: 1520: 1485: 1465: 1445: 1425: 1405: 1385: 1357: 1326: 1295: 1258: 1238: 1210: 1190: 1166: 1144: 1124: 1092: 1066: 1037: 1017: 994: 968: 939: 907: 848: 828: 808: 788: 768: 748: 728: 672: 646: 626: 602: 576: 492: 469: 429: 402: 382: 362: 339: 319: 299: 279: 259: 233: 213: 189: 169: 4282:Acta Mathematica Academiae Scientiarum Hungaricae 1132:, or of its complement graph are also modules of 66:There are variants of modular decomposition for 4418:McConnell, Ross M.; Spinrad, Jeremy P. (1999). 908:{\displaystyle N(u)\setminus M=N(v)\setminus M} 535:For recognizing distance-hereditary graphs and 4160:Many combinatorial problems can be solved on 4033:are adjacent in this quotient. For any pair 8: 4516:"Drawing graphs using modular decomposition" 4124: 4118: 4098: 4092: 4052: 4040: 3474:to report the labels of leaf-descendants of 3021:as its leaves, due to the base case. A set 1815: 1798: 1792: 1789: 1761: 1755: 1723: 1706: 1700: 1697: 1677: 1671: 1061: 1055: 859:This condition can be succinctly written as 4657:Zahedi, Emad; Smith, Jason (31 July 2019). 4341:Algorithmic Graph Theory and Perfect Graphs 4279:(1967). "Transitiv orientierbare Graphen". 3298:representation of the modular decomposition 1198:if it does not overlap any other module of 55:of another. Modules therefore lead to a 4676: 4639: 4573: 4440: 4408: 4371: 4185: 4165: 4142: 4116: 4090: 4070: 4038: 4018: 3998: 3978: 3958: 3938: 3912: 3886: 3866: 3846: 3826: 3806: 3783: 3769: 3749: 3720: 3697: 3683: 3663: 3643: 3623: 3603: 3583: 3563: 3539: 3502: 3501: 3499: 3479: 3459: 3433: 3413: 3393: 3373: 3343: 3342: 3340: 3310: 3309: 3307: 3273: 3272: 3270: 3239: 3227: 3197: 3196: 3194: 3174: 3154: 3134: 3114: 3086: 3066: 3046: 3026: 3006: 2978: 2958: 2938: 2918: 2895: 2871: 2866:gives a representation of all modules of 2842: 2822: 2802: 2782: 2762: 2739: 2734:gives a representation of all modules of 2710: 2690: 2670: 2650: 2630: 2610: 2590: 2566: 2546: 2526: 2503: 2479: 2447: 2427: 2407: 2386: 2366: 2346: 2326: 2274: 2245: 2222: 2217: 2188: 2158: 2153: 2133: 2113: 2089: 2060: 2040: 2020: 2000: 1977: 1972: 1952: 1929: 1905: 1879: 1859: 1839: 1801: 1784: 1779: 1750: 1745: 1709: 1695: 1669: 1639: 1634: 1611: 1606: 1586: 1563: 1558: 1533: 1513: 1478: 1458: 1438: 1418: 1398: 1378: 1339: 1308: 1271: 1251: 1223: 1203: 1183: 1159: 1137: 1117: 1079: 1053: 1030: 1010: 981: 952: 920: 864: 841: 821: 801: 781: 761: 741: 685: 659: 654:cannot be distinguished by any vertex in 639: 619: 589: 551: 485: 453: 422: 395: 375: 355: 332: 312: 292: 272: 246: 226: 206: 182: 162: 2307: 1967:is a nontrivial modular partition, then 543:, is especially useful (Spinrad, 2003). 2705:with the modular decomposition tree of 899: 878: 1900:are a nontrivial modular partition of 177:of vertices such that every member of 2890:node, and it is attached in place of 2837:by the modular decomposition tree of 7: 4236: 1827:{\displaystyle G/\{\{x\}|x\in V\}=G} 1774:is just the one-vertex graph, while 1581:, whose vertices are the members of 153:of a graph is a generalization of a 4553:"Skew partitions in perfect graphs" 4226:McConnell & de Montgolfier 2005 2442:, if and only if it is a module of 1296:{\displaystyle M\cap M'=\emptyset } 512:, recognizing whether a graph is a 445:if all of its modules are trivial. 3229: 2212:is a factor of a modular quotient 1433:is a neighbor of every element of 1290: 1225: 1012: 708: 687: 14: 3520:{\displaystyle {\mathcal {O}}(k)} 3361:{\displaystyle {\mathcal {O}}(n)} 3328:{\displaystyle {\mathcal {O}}(n)} 3291:{\displaystyle {\mathcal {O}}(n)} 3215:{\displaystyle {\mathcal {O}}(k)} 976:denotes the set of neighbours of 140:Brandstädt, Le & Spinrad 1999 1874:and the one-elements subsets of 1729:{\displaystyle \{\{x\}|x\in V\}} 1108:if all its modules are trivial. 241:is a module if, for each vertex 4607:Efficient Graph Representations 2754:, by the key observation above. 3780: 3774: 3731: 3725: 3694: 3688: 3514: 3508: 3355: 3349: 3322: 3316: 3285: 3279: 3251:{\displaystyle \Theta (n^{2})} 3245: 3232: 3209: 3203: 2853: 2847: 2721: 2715: 2458: 2452: 2256: 2250: 2199: 2193: 2071: 2065: 1854:is a nontrivial module. Then 1802: 1710: 963: 957: 896: 890: 875: 869: 571: 559: 464: 458: 370:is a module if all members of 1: 4487:Annals of Operations Research 4442:10.1016/S0012-365X(98)00319-7 3618:is an internal node, the set 1893:{\displaystyle V\backslash X} 1473:is adjacent to any member of 1369:Modular quotients and factors 1358:{\displaystyle M'\subseteq M} 1327:{\displaystyle M\subseteq M'} 1100:are modules. They are called 673:{\displaystyle V\backslash M} 4664:Discrete Applied Mathematics 4650:10.1007/978-3-540-70575-8_52 4561:Discrete Applied Mathematics 4396:Discrete Applied Mathematics 4339:Golumbic, Martin C. (1980). 2015:. For each partition class 603:{\displaystyle M\subseteq V} 4605:Spinrad, Jeremy P. (2003). 4468:10.1007/978-94-009-5315-4_2 4324:Florida Atlantic University 2176:and its factors. The term 2128:. Therefore, the edges of 1944:can be nontrivial modules. 1601:. That is, each vertex of 260:{\displaystyle v\not \in X} 132:nonsimplifiable subnetworks 4756: 3258:space in the worst case. 1920:. Thus, the existence of 1738:trivial modular partitions 1239:{\displaystyle \forall M'} 1018:{\displaystyle \emptyset } 522:distance-hereditary graphs 4695:10.1016/j.dam.2019.03.019 4575:10.1016/j.dam.2007.05.054 4410:10.1016/j.dam.2004.02.017 4382:10.1137/S0097539792224814 4360:SIAM Journal on Computing 2300:The modular decomposition 480:by a connected component 267:, either every member of 3578:is a set of vertices of 940:{\displaystyle u,v\in M} 524:(Spinrad, 2003) and for 27:is a decomposition of a 4259:10.1137/1.9780898719796 4251:Graph Classes: A Survey 4058:{\displaystyle \{u,v\}} 1767:{\displaystyle G/\{V\}} 816:is neither adjacent to 577:{\displaystyle G=(V,E)} 201:of every vertex not in 124:externally related sets 4203:transitive orientation 4194: 4174: 4151: 4131: 4105: 4079: 4059: 4027: 4007: 3987: 3967: 3947: 3927: 3926:{\displaystyle v\in Z} 3901: 3900:{\displaystyle u\in Y} 3875: 3855: 3835: 3815: 3795: 3758: 3738: 3709: 3672: 3652: 3632: 3612: 3592: 3572: 3555: 3548: 3521: 3488: 3468: 3448: 3422: 3402: 3382: 3362: 3329: 3299: 3292: 3252: 3216: 3189:that it represents in 3183: 3163: 3143: 3123: 3095: 3075: 3055: 3035: 3015: 2987: 2967: 2947: 2927: 2904: 2880: 2860: 2831: 2811: 2791: 2771: 2748: 2728: 2699: 2679: 2659: 2639: 2619: 2599: 2575: 2555: 2535: 2521:Gallai showed that if 2512: 2488: 2465: 2436: 2416: 2395: 2375: 2355: 2335: 2314: 2283: 2263: 2240:, it is possible that 2234: 2206: 2170: 2142: 2122: 2098: 2078: 2049: 2029: 2009: 1989: 1961: 1938: 1914: 1894: 1868: 1848: 1828: 1768: 1730: 1684: 1651: 1623: 1595: 1575: 1542: 1522: 1487: 1467: 1447: 1427: 1407: 1387: 1359: 1328: 1297: 1260: 1240: 1212: 1192: 1168: 1146: 1126: 1094: 1093:{\displaystyle v\in V} 1068: 1039: 1019: 996: 995:{\displaystyle u\in V} 970: 941: 909: 850: 830: 810: 790: 770: 750: 730: 674: 648: 628: 604: 578: 494: 471: 431: 404: 384: 364: 341: 321: 301: 281: 261: 235: 215: 191: 171: 102:have also been called 4462:. D. Reidel: 41–101. 4195: 4175: 4152: 4132: 4130:{\displaystyle \{v\}} 4106: 4104:{\displaystyle \{u\}} 4080: 4060: 4028: 4008: 3988: 3968: 3948: 3928: 3902: 3876: 3856: 3836: 3816: 3796: 3759: 3739: 3710: 3673: 3653: 3633: 3613: 3593: 3573: 3549: 3533: 3522: 3489: 3469: 3449: 3423: 3403: 3383: 3363: 3330: 3293: 3264: 3253: 3217: 3184: 3164: 3144: 3124: 3096: 3076: 3056: 3036: 3016: 2988: 2968: 2948: 2928: 2913:If the complement of 2905: 2881: 2861: 2832: 2812: 2792: 2772: 2749: 2729: 2700: 2680: 2660: 2640: 2620: 2600: 2576: 2556: 2536: 2513: 2489: 2466: 2437: 2417: 2396: 2376: 2356: 2336: 2311: 2284: 2264: 2235: 2207: 2171: 2143: 2123: 2099: 2079: 2050: 2030: 2010: 1990: 1962: 1939: 1915: 1895: 1869: 1849: 1829: 1769: 1731: 1685: 1683:{\displaystyle \{V\}} 1652: 1624: 1596: 1576: 1543: 1523: 1488: 1468: 1448: 1428: 1408: 1388: 1360: 1329: 1298: 1261: 1241: 1213: 1193: 1169: 1147: 1127: 1095: 1069: 1067:{\displaystyle \{v\}} 1040: 1020: 997: 971: 942: 910: 851: 831: 811: 791: 771: 751: 731: 675: 649: 629: 605: 579: 530:perfect graph theorem 495: 472: 432: 405: 385: 365: 342: 322: 302: 287:is a non-neighbor of 282: 262: 236: 216: 192: 172: 84:optimization problems 25:modular decomposition 4740:Graph theory objects 4428:Discrete Mathematics 4326:. pp. 281–290. 4184: 4164: 4141: 4115: 4089: 4069: 4037: 4017: 3997: 3977: 3957: 3937: 3911: 3885: 3865: 3845: 3825: 3805: 3768: 3748: 3719: 3682: 3662: 3642: 3622: 3602: 3582: 3562: 3538: 3498: 3478: 3458: 3432: 3412: 3392: 3372: 3339: 3306: 3269: 3226: 3193: 3173: 3153: 3133: 3113: 3085: 3065: 3045: 3025: 3005: 2977: 2957: 2937: 2917: 2894: 2870: 2841: 2821: 2801: 2781: 2761: 2738: 2709: 2689: 2669: 2649: 2629: 2609: 2589: 2565: 2545: 2525: 2502: 2478: 2446: 2426: 2406: 2385: 2365: 2345: 2325: 2273: 2244: 2216: 2187: 2152: 2132: 2112: 2088: 2059: 2039: 2019: 1999: 1971: 1951: 1928: 1904: 1878: 1858: 1838: 1778: 1744: 1694: 1668: 1633: 1605: 1585: 1557: 1532: 1512: 1477: 1457: 1437: 1417: 1397: 1377: 1338: 1307: 1270: 1250: 1222: 1202: 1182: 1158: 1136: 1116: 1110:Connected components 1078: 1052: 1029: 1009: 980: 969:{\displaystyle N(u)} 951: 919: 863: 840: 820: 800: 780: 760: 756:is adjacent to both 740: 684: 658: 638: 618: 588: 550: 506:comparability graphs 484: 452: 421: 394: 374: 354: 331: 311: 291: 271: 245: 225: 205: 181: 161: 80:comparability graphs 4687:2018arXiv180509853Z 4533:10.1007/11618058_31 3861:are two members of 3794:{\displaystyle G/P} 3708:{\displaystyle G/P} 3447:{\displaystyle k-1} 3428:leaves has at most 2561:are a partition of 2498:As a base case, if 2233:{\displaystyle G/P} 2169:{\displaystyle G/P} 1988:{\displaystyle G/P} 1650:{\displaystyle G/P} 1622:{\displaystyle G/P} 1574:{\displaystyle G/P} 634:if the vertices of 541:split decomposition 307:or every member of 155:connected component 86:on graphs, and for 49:connected component 4499:10.1007/BF02022041 4343:. Academic Press. 4295:10.1007/BF02020961 4190: 4170: 4147: 4127: 4101: 4075: 4055: 4023: 4003: 3983: 3963: 3943: 3923: 3897: 3871: 3851: 3831: 3811: 3791: 3754: 3734: 3705: 3668: 3658:is a partition of 3648: 3628: 3608: 3588: 3568: 3556: 3544: 3517: 3484: 3464: 3444: 3418: 3398: 3378: 3358: 3325: 3300: 3288: 3248: 3212: 3179: 3159: 3139: 3119: 3105:Algorithmic issues 3091: 3071: 3051: 3031: 3011: 2983: 2963: 2943: 2923: 2900: 2876: 2856: 2827: 2807: 2787: 2767: 2744: 2724: 2695: 2675: 2655: 2645:. For each child 2635: 2615: 2595: 2571: 2551: 2531: 2508: 2484: 2461: 2432: 2412: 2391: 2371: 2351: 2331: 2315: 2279: 2259: 2230: 2202: 2166: 2138: 2118: 2094: 2074: 2045: 2025: 2005: 1985: 1957: 1934: 1910: 1890: 1864: 1844: 1824: 1764: 1726: 1680: 1647: 1619: 1591: 1571: 1538: 1518: 1506:modular partitions 1483: 1463: 1453:, or no member of 1443: 1423: 1403: 1383: 1355: 1324: 1293: 1256: 1236: 1208: 1188: 1164: 1142: 1122: 1090: 1064: 1035: 1015: 992: 966: 937: 905: 846: 826: 806: 786: 766: 746: 726: 670: 644: 624: 600: 584:be a graph. A set 574: 532:(Golumbic, 1980). 510:permutation graphs 490: 467: 427: 400: 380: 360: 337: 317: 297: 277: 257: 231: 211: 187: 167: 4477:978-94-010-8848-0 4268:978-0-89871-432-6 4193:{\displaystyle G} 4173:{\displaystyle G} 4150:{\displaystyle G} 4078:{\displaystyle G} 4026:{\displaystyle Z} 4006:{\displaystyle Y} 3986:{\displaystyle G} 3966:{\displaystyle v} 3946:{\displaystyle u} 3874:{\displaystyle P} 3854:{\displaystyle Z} 3834:{\displaystyle Y} 3814:{\displaystyle X} 3757:{\displaystyle P} 3737:{\displaystyle G} 3671:{\displaystyle X} 3651:{\displaystyle X} 3631:{\displaystyle P} 3611:{\displaystyle X} 3591:{\displaystyle G} 3571:{\displaystyle X} 3547:{\displaystyle G} 3487:{\displaystyle v} 3467:{\displaystyle v} 3421:{\displaystyle k} 3401:{\displaystyle v} 3381:{\displaystyle G} 3182:{\displaystyle G} 3162:{\displaystyle G} 3142:{\displaystyle k} 3122:{\displaystyle G} 3094:{\displaystyle G} 3074:{\displaystyle V} 3054:{\displaystyle G} 3034:{\displaystyle Y} 3014:{\displaystyle G} 2986:{\displaystyle G} 2966:{\displaystyle V} 2946:{\displaystyle G} 2933:is disconnected, 2926:{\displaystyle G} 2903:{\displaystyle X} 2879:{\displaystyle G} 2859:{\displaystyle G} 2830:{\displaystyle X} 2810:{\displaystyle X} 2790:{\displaystyle G} 2770:{\displaystyle G} 2747:{\displaystyle G} 2727:{\displaystyle G} 2698:{\displaystyle X} 2678:{\displaystyle V} 2658:{\displaystyle X} 2638:{\displaystyle V} 2618:{\displaystyle X} 2598:{\displaystyle V} 2574:{\displaystyle V} 2554:{\displaystyle V} 2534:{\displaystyle G} 2511:{\displaystyle G} 2487:{\displaystyle V} 2464:{\displaystyle G} 2435:{\displaystyle G} 2415:{\displaystyle Y} 2394:{\displaystyle X} 2374:{\displaystyle Y} 2354:{\displaystyle G} 2334:{\displaystyle X} 2282:{\displaystyle G} 2262:{\displaystyle G} 2205:{\displaystyle G} 2141:{\displaystyle G} 2121:{\displaystyle X} 2097:{\displaystyle X} 2077:{\displaystyle G} 2048:{\displaystyle P} 2028:{\displaystyle X} 2008:{\displaystyle P} 1960:{\displaystyle P} 1937:{\displaystyle P} 1913:{\displaystyle V} 1867:{\displaystyle X} 1847:{\displaystyle X} 1594:{\displaystyle P} 1541:{\displaystyle P} 1521:{\displaystyle V} 1504:Because of this, 1486:{\displaystyle Y} 1466:{\displaystyle X} 1446:{\displaystyle Y} 1426:{\displaystyle X} 1406:{\displaystyle Y} 1386:{\displaystyle X} 1259:{\displaystyle G} 1211:{\displaystyle G} 1191:{\displaystyle G} 1167:{\displaystyle M} 1145:{\displaystyle G} 1125:{\displaystyle G} 1038:{\displaystyle V} 849:{\displaystyle v} 829:{\displaystyle u} 809:{\displaystyle x} 789:{\displaystyle v} 769:{\displaystyle u} 749:{\displaystyle x} 647:{\displaystyle M} 627:{\displaystyle G} 493:{\displaystyle X} 470:{\displaystyle G} 430:{\displaystyle V} 403:{\displaystyle X} 383:{\displaystyle X} 363:{\displaystyle X} 340:{\displaystyle v} 327:is a neighbor of 320:{\displaystyle X} 300:{\displaystyle v} 280:{\displaystyle X} 234:{\displaystyle X} 214:{\displaystyle X} 190:{\displaystyle X} 170:{\displaystyle X} 68:undirected graphs 4747: 4698: 4680: 4653: 4643: 4620: 4601: 4599: 4598: 4592: 4586:. Archived from 4577: 4568:(7): 1150–1156. 4557: 4544: 4520: 4510: 4481: 4460:Graphs and Order 4454: 4444: 4435:(1–3): 189–241. 4424: 4414: 4412: 4385: 4375: 4366:(3): 1004–1020. 4354: 4335: 4314: 4272: 4199: 4197: 4196: 4191: 4179: 4177: 4176: 4171: 4156: 4154: 4153: 4148: 4136: 4134: 4133: 4128: 4110: 4108: 4107: 4102: 4084: 4082: 4081: 4076: 4064: 4062: 4061: 4056: 4032: 4030: 4029: 4024: 4012: 4010: 4009: 4004: 3992: 3990: 3989: 3984: 3973:are adjacent in 3972: 3970: 3969: 3964: 3952: 3950: 3949: 3944: 3932: 3930: 3929: 3924: 3906: 3904: 3903: 3898: 3880: 3878: 3877: 3872: 3860: 3858: 3857: 3852: 3840: 3838: 3837: 3832: 3820: 3818: 3817: 3812: 3800: 3798: 3797: 3792: 3787: 3763: 3761: 3760: 3755: 3743: 3741: 3740: 3735: 3714: 3712: 3711: 3706: 3701: 3677: 3675: 3674: 3669: 3657: 3655: 3654: 3649: 3637: 3635: 3634: 3629: 3617: 3615: 3614: 3609: 3597: 3595: 3594: 3589: 3577: 3575: 3574: 3569: 3553: 3551: 3550: 3545: 3526: 3524: 3523: 3518: 3507: 3506: 3493: 3491: 3490: 3485: 3473: 3471: 3470: 3465: 3453: 3451: 3450: 3445: 3427: 3425: 3424: 3419: 3407: 3405: 3404: 3399: 3387: 3385: 3384: 3379: 3367: 3365: 3364: 3359: 3348: 3347: 3334: 3332: 3331: 3326: 3315: 3314: 3297: 3295: 3294: 3289: 3278: 3277: 3257: 3255: 3254: 3249: 3244: 3243: 3221: 3219: 3218: 3213: 3202: 3201: 3188: 3186: 3185: 3180: 3168: 3166: 3165: 3160: 3148: 3146: 3145: 3140: 3128: 3126: 3125: 3120: 3101:into quotients. 3100: 3098: 3097: 3092: 3080: 3078: 3077: 3072: 3060: 3058: 3057: 3052: 3040: 3038: 3037: 3032: 3020: 3018: 3017: 3012: 2992: 2990: 2989: 2984: 2972: 2970: 2969: 2964: 2952: 2950: 2949: 2944: 2932: 2930: 2929: 2924: 2909: 2907: 2906: 2901: 2885: 2883: 2882: 2877: 2865: 2863: 2862: 2857: 2836: 2834: 2833: 2828: 2816: 2814: 2813: 2808: 2796: 2794: 2793: 2788: 2776: 2774: 2773: 2768: 2753: 2751: 2750: 2745: 2733: 2731: 2730: 2725: 2704: 2702: 2701: 2696: 2684: 2682: 2681: 2676: 2664: 2662: 2661: 2656: 2644: 2642: 2641: 2636: 2624: 2622: 2621: 2616: 2604: 2602: 2601: 2596: 2580: 2578: 2577: 2572: 2560: 2558: 2557: 2552: 2540: 2538: 2537: 2532: 2517: 2515: 2514: 2509: 2493: 2491: 2490: 2485: 2470: 2468: 2467: 2462: 2441: 2439: 2438: 2433: 2421: 2419: 2418: 2413: 2400: 2398: 2397: 2392: 2380: 2378: 2377: 2372: 2360: 2358: 2357: 2352: 2340: 2338: 2337: 2332: 2288: 2286: 2285: 2280: 2268: 2266: 2265: 2260: 2239: 2237: 2236: 2231: 2226: 2211: 2209: 2208: 2203: 2175: 2173: 2172: 2167: 2162: 2147: 2145: 2144: 2139: 2127: 2125: 2124: 2119: 2103: 2101: 2100: 2095: 2083: 2081: 2080: 2075: 2054: 2052: 2051: 2046: 2034: 2032: 2031: 2026: 2014: 2012: 2011: 2006: 1994: 1992: 1991: 1986: 1981: 1966: 1964: 1963: 1958: 1943: 1941: 1940: 1935: 1919: 1917: 1916: 1911: 1899: 1897: 1896: 1891: 1873: 1871: 1870: 1865: 1853: 1851: 1850: 1845: 1833: 1831: 1830: 1825: 1805: 1788: 1773: 1771: 1770: 1765: 1754: 1735: 1733: 1732: 1727: 1713: 1689: 1687: 1686: 1681: 1656: 1654: 1653: 1648: 1643: 1628: 1626: 1625: 1620: 1615: 1600: 1598: 1597: 1592: 1580: 1578: 1577: 1572: 1567: 1547: 1545: 1544: 1539: 1527: 1525: 1524: 1519: 1492: 1490: 1489: 1484: 1472: 1470: 1469: 1464: 1452: 1450: 1449: 1444: 1432: 1430: 1429: 1424: 1412: 1410: 1409: 1404: 1392: 1390: 1389: 1384: 1364: 1362: 1361: 1356: 1348: 1333: 1331: 1330: 1325: 1323: 1302: 1300: 1299: 1294: 1286: 1265: 1263: 1262: 1257: 1245: 1243: 1242: 1237: 1235: 1217: 1215: 1214: 1209: 1197: 1195: 1194: 1189: 1173: 1171: 1170: 1165: 1151: 1149: 1148: 1143: 1131: 1129: 1128: 1123: 1099: 1097: 1096: 1091: 1073: 1071: 1070: 1065: 1044: 1042: 1041: 1036: 1024: 1022: 1021: 1016: 1001: 999: 998: 993: 975: 973: 972: 967: 946: 944: 943: 938: 914: 912: 911: 906: 855: 853: 852: 847: 835: 833: 832: 827: 815: 813: 812: 807: 795: 793: 792: 787: 775: 773: 772: 767: 755: 753: 752: 747: 735: 733: 732: 727: 679: 677: 676: 671: 653: 651: 650: 645: 633: 631: 630: 625: 609: 607: 606: 601: 583: 581: 580: 575: 499: 497: 496: 491: 476: 474: 473: 468: 436: 434: 433: 428: 409: 407: 406: 401: 389: 387: 386: 381: 369: 367: 366: 361: 346: 344: 343: 338: 326: 324: 323: 318: 306: 304: 303: 298: 286: 284: 283: 278: 266: 264: 263: 258: 240: 238: 237: 232: 220: 218: 217: 212: 196: 194: 193: 188: 176: 174: 173: 168: 108:homogeneous sets 31:into subsets of 4755: 4754: 4750: 4749: 4748: 4746: 4745: 4744: 4730: 4729: 4705: 4656: 4623: 4617: 4604: 4596: 4594: 4590: 4555: 4547: 4518: 4513: 4484: 4478: 4457: 4422: 4417: 4388: 4373:10.1.1.104.4647 4357: 4351: 4338: 4317: 4275: 4269: 4248: 4245: 4222: 4220:Generalizations 4182: 4181: 4162: 4161: 4139: 4138: 4113: 4112: 4087: 4086: 4067: 4066: 4065:of vertices of 4035: 4034: 4015: 4014: 3995: 3994: 3993:if and only if 3975: 3974: 3955: 3954: 3935: 3934: 3909: 3908: 3883: 3882: 3863: 3862: 3843: 3842: 3823: 3822: 3803: 3802: 3766: 3765: 3746: 3745: 3717: 3716: 3680: 3679: 3660: 3659: 3640: 3639: 3638:of children of 3620: 3619: 3600: 3599: 3580: 3579: 3560: 3559: 3536: 3535: 3496: 3495: 3476: 3475: 3456: 3455: 3430: 3429: 3410: 3409: 3390: 3389: 3370: 3369: 3337: 3336: 3304: 3303: 3267: 3266: 3235: 3224: 3223: 3191: 3190: 3171: 3170: 3151: 3150: 3131: 3130: 3111: 3110: 3107: 3083: 3082: 3063: 3062: 3043: 3042: 3041:of vertices of 3023: 3022: 3003: 3002: 2975: 2974: 2955: 2954: 2935: 2934: 2915: 2914: 2892: 2891: 2868: 2867: 2839: 2838: 2819: 2818: 2799: 2798: 2779: 2778: 2759: 2758: 2736: 2735: 2707: 2706: 2687: 2686: 2667: 2666: 2647: 2646: 2627: 2626: 2607: 2606: 2587: 2586: 2563: 2562: 2543: 2542: 2523: 2522: 2500: 2499: 2476: 2475: 2444: 2443: 2424: 2423: 2422:is a module of 2404: 2403: 2383: 2382: 2381:is a subset of 2363: 2362: 2343: 2342: 2341:is a module of 2323: 2322: 2302: 2271: 2270: 2242: 2241: 2214: 2213: 2185: 2184: 2150: 2149: 2130: 2129: 2110: 2109: 2086: 2085: 2057: 2056: 2055:, the subgraph 2037: 2036: 2017: 2016: 1997: 1996: 1969: 1968: 1949: 1948: 1926: 1925: 1902: 1901: 1876: 1875: 1856: 1855: 1836: 1835: 1776: 1775: 1742: 1741: 1692: 1691: 1666: 1665: 1664:The partitions 1631: 1630: 1603: 1602: 1583: 1582: 1555: 1554: 1530: 1529: 1510: 1509: 1475: 1474: 1455: 1454: 1435: 1434: 1415: 1414: 1395: 1394: 1375: 1374: 1371: 1341: 1336: 1335: 1316: 1305: 1304: 1279: 1268: 1267: 1248: 1247: 1228: 1220: 1219: 1200: 1199: 1180: 1179: 1156: 1155: 1134: 1133: 1114: 1113: 1102:trivial modules 1076: 1075: 1050: 1049: 1027: 1026: 1007: 1006: 978: 977: 949: 948: 917: 916: 861: 860: 838: 837: 818: 817: 798: 797: 778: 777: 758: 757: 738: 737: 682: 681: 656: 655: 636: 635: 616: 615: 586: 585: 548: 547: 518:interval graphs 482: 481: 450: 449: 439:trivial modules 419: 418: 392: 391: 372: 371: 352: 351: 329: 328: 309: 308: 289: 288: 269: 268: 243: 242: 223: 222: 203: 202: 179: 178: 159: 158: 104:autonomous sets 96: 72:directed graphs 17: 12: 11: 5: 4753: 4751: 4743: 4742: 4732: 4731: 4728: 4727: 4721: 4715: 4704: 4703:External links 4701: 4700: 4699: 4671:(7): 192–198. 4654: 4626:Corneil, Derek 4624:Tedder, Marc; 4621: 4615: 4602: 4545: 4511: 4482: 4476: 4455: 4415: 4403:(2): 198–209. 4386: 4355: 4349: 4336: 4315: 4289:(1–2): 25–66. 4273: 4267: 4244: 4241: 4233:skew partition 4221: 4218: 4189: 4169: 4146: 4126: 4123: 4120: 4100: 4097: 4094: 4074: 4054: 4051: 4048: 4045: 4042: 4022: 4002: 3982: 3962: 3942: 3922: 3919: 3916: 3896: 3893: 3890: 3870: 3850: 3830: 3810: 3790: 3786: 3782: 3779: 3776: 3773: 3753: 3733: 3730: 3727: 3724: 3704: 3700: 3696: 3693: 3690: 3687: 3667: 3647: 3627: 3607: 3587: 3567: 3543: 3516: 3513: 3510: 3505: 3483: 3463: 3443: 3440: 3437: 3417: 3397: 3377: 3357: 3354: 3351: 3346: 3324: 3321: 3318: 3313: 3287: 3284: 3281: 3276: 3247: 3242: 3238: 3234: 3231: 3211: 3208: 3205: 3200: 3178: 3158: 3138: 3118: 3106: 3103: 3090: 3070: 3050: 3030: 3010: 2999: 2998: 2982: 2962: 2942: 2922: 2911: 2899: 2875: 2855: 2852: 2849: 2846: 2826: 2806: 2786: 2766: 2755: 2743: 2723: 2720: 2717: 2714: 2694: 2674: 2654: 2634: 2614: 2594: 2570: 2550: 2530: 2519: 2507: 2494:, as follows: 2483: 2460: 2457: 2454: 2451: 2431: 2411: 2390: 2370: 2350: 2330: 2301: 2298: 2278: 2258: 2255: 2252: 2249: 2229: 2225: 2221: 2201: 2198: 2195: 2192: 2165: 2161: 2157: 2137: 2117: 2093: 2073: 2070: 2067: 2064: 2044: 2024: 2004: 1984: 1980: 1976: 1956: 1933: 1909: 1889: 1886: 1883: 1863: 1843: 1823: 1820: 1817: 1814: 1811: 1808: 1804: 1800: 1797: 1794: 1791: 1787: 1783: 1763: 1760: 1757: 1753: 1749: 1725: 1722: 1719: 1716: 1712: 1708: 1705: 1702: 1699: 1679: 1676: 1673: 1646: 1642: 1638: 1618: 1614: 1610: 1590: 1570: 1566: 1562: 1551:quotient graph 1537: 1517: 1482: 1462: 1442: 1422: 1402: 1382: 1370: 1367: 1354: 1351: 1347: 1344: 1322: 1319: 1315: 1312: 1292: 1289: 1285: 1282: 1278: 1275: 1255: 1234: 1231: 1227: 1207: 1187: 1163: 1141: 1121: 1104:. A graph is 1089: 1086: 1083: 1063: 1060: 1057: 1034: 1014: 991: 988: 985: 965: 962: 959: 956: 936: 933: 930: 927: 924: 904: 901: 898: 895: 892: 889: 886: 883: 880: 877: 874: 871: 868: 845: 825: 805: 785: 765: 745: 725: 722: 719: 716: 713: 710: 707: 704: 701: 698: 695: 692: 689: 669: 666: 663: 643: 623: 599: 596: 593: 573: 570: 567: 564: 561: 558: 555: 489: 466: 463: 460: 457: 426: 399: 379: 359: 350:Equivalently, 336: 316: 296: 276: 256: 253: 250: 230: 210: 186: 166: 136:partitive sets 95: 92: 45:generalization 15: 13: 10: 9: 6: 4: 3: 2: 4752: 4741: 4738: 4737: 4735: 4726: 4722: 4720: 4716: 4714: 4711: 4707: 4706: 4702: 4696: 4692: 4688: 4684: 4679: 4674: 4670: 4666: 4665: 4660: 4655: 4651: 4647: 4642: 4637: 4633: 4632: 4627: 4622: 4618: 4616:0-8218-2815-0 4612: 4608: 4603: 4593:on 2015-09-19 4589: 4585: 4581: 4576: 4571: 4567: 4563: 4562: 4554: 4550: 4546: 4542: 4538: 4534: 4530: 4526: 4525: 4517: 4512: 4508: 4504: 4500: 4496: 4492: 4488: 4483: 4479: 4473: 4469: 4465: 4461: 4456: 4452: 4448: 4443: 4438: 4434: 4430: 4429: 4421: 4416: 4411: 4406: 4402: 4398: 4397: 4392: 4387: 4383: 4379: 4374: 4369: 4365: 4361: 4356: 4352: 4350:0-444-51530-5 4346: 4342: 4337: 4333: 4329: 4325: 4321: 4316: 4312: 4308: 4304: 4300: 4296: 4292: 4288: 4284: 4283: 4278: 4277:Gallai, Tibor 4274: 4270: 4264: 4260: 4256: 4252: 4247: 4246: 4242: 4240: 4238: 4234: 4229: 4227: 4219: 4217: 4213: 4211: 4207: 4204: 4187: 4167: 4158: 4144: 4121: 4095: 4072: 4049: 4046: 4043: 4020: 4000: 3980: 3960: 3940: 3920: 3917: 3914: 3894: 3891: 3888: 3868: 3848: 3828: 3808: 3788: 3784: 3777: 3771: 3751: 3728: 3722: 3702: 3698: 3691: 3685: 3665: 3645: 3625: 3605: 3585: 3565: 3541: 3532: 3528: 3511: 3481: 3461: 3441: 3438: 3435: 3415: 3395: 3375: 3352: 3319: 3282: 3263: 3259: 3240: 3236: 3206: 3176: 3156: 3136: 3116: 3104: 3102: 3088: 3068: 3048: 3028: 3008: 2996: 2980: 2960: 2940: 2920: 2912: 2897: 2889: 2873: 2850: 2844: 2824: 2804: 2784: 2764: 2756: 2741: 2718: 2712: 2692: 2672: 2652: 2632: 2612: 2592: 2584: 2568: 2548: 2528: 2520: 2505: 2497: 2496: 2495: 2481: 2472: 2455: 2449: 2429: 2409: 2401: 2388: 2368: 2348: 2328: 2318: 2310: 2306: 2299: 2297: 2293: 2290: 2276: 2253: 2247: 2227: 2223: 2219: 2196: 2190: 2181: 2179: 2163: 2159: 2155: 2135: 2115: 2107: 2091: 2068: 2062: 2042: 2022: 2002: 1982: 1978: 1974: 1954: 1945: 1931: 1923: 1907: 1887: 1881: 1861: 1841: 1821: 1818: 1812: 1809: 1806: 1795: 1785: 1781: 1758: 1751: 1747: 1739: 1720: 1717: 1714: 1703: 1674: 1662: 1658: 1644: 1640: 1636: 1616: 1612: 1608: 1588: 1568: 1564: 1560: 1553: 1552: 1535: 1515: 1507: 1502: 1500: 1496: 1480: 1460: 1440: 1420: 1400: 1380: 1368: 1366: 1352: 1349: 1345: 1342: 1320: 1317: 1313: 1310: 1287: 1283: 1280: 1276: 1273: 1253: 1232: 1229: 1205: 1185: 1177: 1176:strong module 1161: 1153: 1139: 1119: 1111: 1107: 1103: 1087: 1084: 1081: 1058: 1048: 1032: 1005:For example, 1003: 989: 986: 983: 960: 954: 934: 931: 928: 925: 922: 902: 893: 887: 884: 881: 872: 866: 857: 843: 823: 803: 783: 763: 743: 723: 717: 714: 711: 705: 702: 699: 696: 693: 690: 667: 661: 641: 621: 613: 597: 594: 591: 568: 565: 562: 556: 553: 544: 542: 538: 537:circle graphs 533: 531: 527: 526:graph drawing 523: 519: 515: 511: 507: 501: 487: 479: 461: 455: 446: 444: 440: 424: 416: 411: 397: 377: 357: 348: 334: 314: 294: 274: 254: 251: 248: 228: 208: 200: 184: 164: 156: 152: 147: 145: 141: 137: 133: 129: 125: 121: 117: 113: 109: 105: 101: 93: 91: 89: 88:graph drawing 85: 81: 75: 73: 69: 64: 62: 58: 54: 53:proper subset 50: 46: 42: 38: 34: 30: 26: 22: 4668: 4662: 4630: 4606: 4595:. Retrieved 4588:the original 4565: 4559: 4523: 4490: 4486: 4459: 4432: 4426: 4400: 4394: 4363: 4359: 4340: 4319: 4286: 4280: 4250: 4230: 4223: 4214: 4208: 4159: 3557: 3301: 3149:vertices of 3108: 3000: 2994: 2887: 2817:, replacing 2685:, replacing 2582: 2473: 2320: 2319: 2316: 2303: 2294: 2291: 2182: 2177: 2105: 2104:is called a 1946: 1921: 1737: 1663: 1659: 1549: 1505: 1503: 1498: 1494: 1372: 1175: 1154: 1105: 1101: 1045:and all the 1004: 858: 611: 545: 534: 502: 447: 442: 438: 412: 349: 199:non-neighbor 150: 148: 135: 131: 127: 123: 119: 115: 111: 107: 103: 99: 97: 76: 65: 40: 36: 24: 21:graph theory 18: 4549:Reed, Bruce 4493:: 195–225. 2084:induced by 1834:. Suppose 1499:nonadjacent 1178:of a graph 1112:of a graph 112:stable sets 4678:1805.09853 4597:2012-08-13 4243:References 3558:Each node 1246:module of 1047:singletons 415:complement 120:committees 4641:0710.3901 4507:119982014 4368:CiteSeerX 4311:119485995 4237:Reed 2008 3918:∈ 3892:∈ 3439:− 3230:Θ 1885:∖ 1810:∈ 1718:∈ 1661:factors. 1350:⊆ 1314:⊆ 1291:∅ 1277:∩ 1266:, either 1226:∀ 1085:∈ 1013:∅ 987:∈ 932:∈ 900:∖ 879:∖ 736:, either 721:∖ 715:∈ 709:∀ 700:∈ 688:∀ 665:∖ 595:⊆ 128:intervals 61:partition 57:recursive 4734:Category 4723:A Julia 4551:(2008). 4210:Cographs 3598:and, if 2888:parallel 1736:are the 1495:adjacent 1346:′ 1321:′ 1284:′ 1233:′ 947:. Here, 915:for all 680:, i.e., 252:∉ 37:modules. 33:vertices 4717:A Java 4683:Bibcode 4584:2404228 4541:2229205 4451:1687819 4332:0351909 4303:0221974 3933:, then 2402:, then 836:nor to 514:cograph 478:induced 146:1967). 100:modules 94:Modules 35:called 4613:  4582:  4539:  4505:  4474:  4449:  4370:  4347:  4330:  4309:  4301:  4265:  3821:. If 3527:time. 2995:serial 2106:factor 612:module 151:module 144:Gallai 134:, and 116:clumps 82:, for 41:module 23:, the 4673:arXiv 4636:arXiv 4591:(PDF) 4556:(PDF) 4519:(PDF) 4503:S2CID 4423:(PDF) 4307:S2CID 3764:, so 2583:prime 2183:When 2178:prime 1690:and 1174:is a 1106:prime 610:is a 443:prime 197:is a 47:of a 43:is a 29:graph 4710:Perl 4611:ISBN 4472:ISBN 4345:ISBN 4263:ISBN 4111:and 4013:and 3953:and 3907:and 3881:and 3841:and 2361:and 2313:"p". 1393:and 1074:for 776:and 70:and 4691:doi 4669:265 4646:doi 4570:doi 4566:156 4529:doi 4495:doi 4464:doi 4437:doi 4433:201 4405:doi 4401:145 4378:doi 4291:doi 4255:doi 4239:). 4228:). 3715:in 3494:in 3302:An 3265:An 2757:If 2665:of 2625:of 2321:If 2035:in 1947:If 1922:any 1740:. 1508:of 1497:or 1373:If 1334:or 1303:or 796:or 614:of 19:In 4736:: 4708:A 4689:. 4681:. 4667:. 4661:. 4644:. 4580:MR 4578:. 4564:. 4558:. 4537:MR 4535:. 4521:. 4501:. 4489:. 4470:. 4447:MR 4445:. 4431:. 4425:. 4399:. 4393:. 4376:. 4364:28 4362:. 4328:MR 4322:. 4305:. 4299:MR 4297:. 4287:18 4285:. 4261:. 4157:. 2471:. 1657:. 1365:. 1218:: 1152:. 1025:, 1002:. 856:. 410:. 347:. 149:A 130:, 126:, 122:, 118:, 114:, 110:, 106:, 90:. 63:. 39:A 4697:. 4693:: 4685:: 4675:: 4652:. 4648:: 4638:: 4619:. 4600:. 4572:: 4543:. 4531:: 4509:. 4497:: 4491:4 4480:. 4466:: 4453:. 4439:: 4413:. 4407:: 4384:. 4380:: 4353:. 4334:. 4313:. 4293:: 4271:. 4257:: 4235:( 4188:G 4168:G 4145:G 4125:} 4122:v 4119:{ 4099:} 4096:u 4093:{ 4073:G 4053:} 4050:v 4047:, 4044:u 4041:{ 4021:Z 4001:Y 3981:G 3961:v 3941:u 3921:Z 3915:v 3895:Y 3889:u 3869:P 3849:Z 3829:Y 3809:X 3789:P 3785:/ 3781:] 3778:X 3775:[ 3772:G 3752:P 3732:] 3729:X 3726:[ 3723:G 3703:P 3699:/ 3695:] 3692:X 3689:[ 3686:G 3666:X 3646:X 3626:P 3606:X 3586:G 3566:X 3554:. 3542:G 3515:) 3512:k 3509:( 3504:O 3482:v 3462:v 3442:1 3436:k 3416:k 3396:v 3376:G 3356:) 3353:n 3350:( 3345:O 3323:) 3320:n 3317:( 3312:O 3286:) 3283:n 3280:( 3275:O 3246:) 3241:2 3237:n 3233:( 3210:) 3207:k 3204:( 3199:O 3177:G 3157:G 3137:k 3117:G 3089:G 3069:V 3049:G 3029:Y 3009:G 2981:G 2961:V 2941:G 2921:G 2898:X 2874:G 2854:] 2851:X 2848:[ 2845:G 2825:X 2805:X 2785:G 2765:G 2742:G 2722:] 2719:X 2716:[ 2713:G 2693:X 2673:V 2653:X 2633:V 2613:X 2593:V 2569:V 2549:V 2529:G 2506:G 2482:V 2459:] 2456:X 2453:[ 2450:G 2430:G 2410:Y 2389:X 2369:Y 2349:G 2329:X 2277:G 2257:] 2254:X 2251:[ 2248:G 2228:P 2224:/ 2220:G 2200:] 2197:X 2194:[ 2191:G 2164:P 2160:/ 2156:G 2136:G 2116:X 2092:X 2072:] 2069:X 2066:[ 2063:G 2043:P 2023:X 2003:P 1983:P 1979:/ 1975:G 1955:P 1932:P 1908:V 1888:X 1882:V 1862:X 1842:X 1822:G 1819:= 1816:} 1813:V 1807:x 1803:| 1799:} 1796:x 1793:{ 1790:{ 1786:/ 1782:G 1762:} 1759:V 1756:{ 1752:/ 1748:G 1724:} 1721:V 1715:x 1711:| 1707:} 1704:x 1701:{ 1698:{ 1678:} 1675:V 1672:{ 1645:P 1641:/ 1637:G 1617:P 1613:/ 1609:G 1589:P 1569:P 1565:/ 1561:G 1536:P 1516:V 1481:Y 1461:X 1441:Y 1421:X 1401:Y 1381:X 1353:M 1343:M 1318:M 1311:M 1288:= 1281:M 1274:M 1254:G 1230:M 1206:G 1186:G 1162:M 1140:G 1120:G 1088:V 1082:v 1062:} 1059:v 1056:{ 1033:V 990:V 984:u 964:) 961:u 958:( 955:N 935:M 929:v 926:, 923:u 903:M 897:) 894:v 891:( 888:N 885:= 882:M 876:) 873:u 870:( 867:N 844:v 824:u 804:x 784:v 764:u 744:x 724:M 718:V 712:x 706:, 703:M 697:v 694:, 691:u 668:M 662:V 642:M 622:G 598:V 592:M 572:) 569:E 566:, 563:V 560:( 557:= 554:G 488:X 465:] 462:X 459:[ 456:G 425:V 398:X 378:X 358:X 335:v 315:X 295:v 275:X 255:X 249:v 229:X 209:X 185:X 165:X 138:(

Index

graph theory
graph
vertices
generalization
connected component
proper subset
recursive
partition
undirected graphs
directed graphs
comparability graphs
optimization problems
graph drawing
Brandstädt, Le & Spinrad 1999
Gallai
connected component
non-neighbor
complement
induced
comparability graphs
permutation graphs
cograph
interval graphs
distance-hereditary graphs
graph drawing
perfect graph theorem
circle graphs
split decomposition
singletons
Connected components

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