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Incidence matrix

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that orients the given signed graph. The column of a positive edge has a 1 in the row corresponding to one endpoint and a −1 in the row corresponding to the other endpoint, just like an edge in an ordinary (unsigned) graph. The column of a negative edge has either a 1 or a −1 in both rows. The line
1372: 579: 797:{\displaystyle B_{ij}=\left\{{\begin{array}{rl}{-1}&{\text{if edge }}e_{j}{\text{ leaves vertex }}v_{i},\\{\phantom {-}}1&{\text{if edge }}e_{j}{\text{ enters vertex }}v_{i},\\{\phantom {-}}0&{\text{otherwise.}}\end{array}}\right.} 183: 1127:. The column of an oriented incidence matrix that corresponds to a loop is all zero, unless the graph is signed and the loop is negative; then the column is all zero except for ±2 in the row of its incident vertex. 1257: 464: 284:
For example, the incidence matrix of the undirected graph shown on the right is a matrix consisting of 4 rows (corresponding to the four vertices, 1–4) and 4 columns (corresponding to the four edges,
950: 1562:, called "blocks", subject to rules that depend on the type of design. The incidence matrix is an important tool in the theory of block designs. For instance, it can be used to prove 1065: 348: 1385:
Because the edges of ordinary graphs can only have two vertices (one at each end), the column of an incidence matrix for graphs can only have two non-zero entries. By contrast, a
2099: 1566:, a fundamental theorem of balanced incomplete 2-designs (BIBDs), that the number of blocks is at least the number of points. Considering the blocks as a system of sets, the 2735: 622: 153: 1731: 274:{\displaystyle B_{ij}=\left\{{\begin{array}{rl}\,1&{\text{if vertex }}v_{i}{\text{ is incident with edge }}e_{j},\\0&{\text{otherwise.}}\end{array}}\right.} 1907: 2949: 2168: 587:
If we look at the incidence matrix, we see that the sum of each column is equal to 2. This is because each edge has a vertex connected to each end.
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A weighted graph can be represented using the weight of the edge in place of a 1. For example, the incidence matrix of the graph to the right is:
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In a similar manner, the relationship between cells whose dimensions differ by one in a polytope, can be represented by an incidence matrix.
2959: 2725: 2114: 2068: 1724: 2058: 2028: 1900: 1571: 1668: 1621: 1367:{\displaystyle {\begin{bmatrix}2&1&5&0\\2&0&0&0\\0&1&0&6\\0&0&5&6\\\end{bmatrix}}.} 1090:. The binary cycle space is the null space of its oriented or unoriented incidence matrix, viewed as a matrix over the two-element 574:{\displaystyle {\begin{bmatrix}1&1&1&0\\1&0&0&0\\0&1&0&1\\0&0&1&1\\\end{bmatrix}}.} 2104: 1825: 3113: 2760: 2135: 1514:
could be the set of subspaces of dimension one less than the dimension of the entire space (hyperplanes); or, more generally,
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negation of any of the columns, since negating the entries of a column corresponds to reversing the orientation of an edge.
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can have multiple vertices assigned to one edge; thus, a general matrix of non-negative integers describes a hypergraph.
2524: 2161: 2109: 2599: 2755: 2277: 1752: 815: 2859: 2730: 2644: 2964: 2854: 2562: 2242: 2010: 1830: 1608: 1680:, second edition, 2006 (p 97, Incidence Matrices for undirected graphs; p 98, incidence matrices for digraphs) 1017: 287: 2999: 2928: 2810: 2670: 2267: 2154: 2043: 1567: 3118: 2869: 2452: 2257: 2053: 1563: 2815: 2552: 2402: 2397: 2232: 2207: 2202: 2130: 1998: 170: 3076: 3009: 2367: 2197: 2177: 2063: 2033: 1973: 1951: 1848: 155: 43: 3030: 3004: 2582: 2387: 2377: 2073: 2038: 2018: 1916: 1402: 1120: 1091: 174: 3081: 3035: 3025: 2979: 2974: 2903: 2839: 2705: 2442: 2437: 2372: 2362: 2227: 2048: 1968: 1471: 1613: 601: 132: 3123: 3092: 2879: 2874: 2864: 2844: 2805: 2800: 2629: 2624: 2609: 2604: 2595: 2590: 2537: 2432: 2382: 2327: 2297: 2292: 2272: 2262: 2222: 1692: 1664: 1617: 3087: 3055: 2984: 2923: 2898: 2834: 2740: 2710: 2695: 2680: 2675: 2614: 2567: 2542: 2532: 2503: 2422: 2417: 2392: 2322: 2302: 2212: 2192: 1978: 1767: 1640:, The Carus Mathematical Monographs #14, The Mathematical Association of America, p. 99 1107: 1000: 842: 115: 95: 1135: 2785: 2720: 2700: 2685: 2665: 2649: 2547: 2478: 2468: 2427: 2312: 2282: 1495: 1087: 989: 106: 1106:
is a generalization of the oriented incidence matrix. It is the incidence matrix of any
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of an undirected graph is the incidence matrix, in the sense of directed graphs, of any
3045: 2989: 2969: 2954: 2913: 2790: 2750: 2715: 2639: 2578: 2557: 2498: 2488: 2473: 2407: 2352: 2342: 2337: 2247: 1961: 1864: 1757: 1124: 595: 39: 3107: 3050: 2908: 2849: 2780: 2770: 2765: 2690: 2619: 2493: 2483: 2412: 2332: 2317: 2252: 1869: 1842: 1695: 2933: 2890: 2795: 2508: 2447: 2357: 2237: 1956: 1836: 1547: 1103: 1083: 91: 17: 2775: 2745: 2513: 2347: 2217: 1874: 1071: 31: 667: 208: 2826: 2287: 2023: 1988: 1935: 1479: 1475: 1386: 1075: 846: 42:
that shows the relationship between two classes of objects, usually called an
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are incident and 0 otherwise. In this case, the incidence matrix is also a
2994: 1486:, the incidence matrix of an incidence structure describes a hypergraph. 1079: 82:
in this context) and 0 if they are not. There are variations; see below.
1709: 1885: 1799: 1603: 1003:(or Kirchhoff matrix) is obtained from the oriented incidence matrix 830:, and all other rows have 0. The oriented incidence matrix is unique 1111:
graph and Kirchhoff matrix properties generalize to signed graphs.
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Matrix that shows the relationship between two classes of objects
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is the set of lines. In a finite geometry of higher dimension,
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of its oriented incidence matrix, viewed as a matrix over the
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has two kinds of incidence matrices: unoriented and oriented.
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are the number of vertices and edges respectively, such that
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and one −1 in the row corresponding to the other vertex of
822:, there is one 1 in the row corresponding to one vertex of 791: 268: 1119:
The definitions of incidence matrix apply to graphs with
1266: 945:{\displaystyle A(L(G))=B(G)^{\textsf {T}}B(G)-2I_{m}.} 473: 1260: 1149: 1020: 865: 645: 604: 467: 356: 290: 186: 135: 98:, which encodes the relation of vertex-vertex pairs. 90:
Incidence matrix is a common graph representation in
3018: 2942: 2888: 2824: 2658: 2576: 2522: 2461: 2185: 2123: 2087: 2009: 1944: 1923: 1857: 1818: 1781: 1745: 1518:could be the set of all subspaces of one dimension 1366: 1059: 944: 796: 616: 573: 342: 273: 147: 1663:, vol. 173 (3rd ed.), Springer-Verlag, 807:(Many authors use the opposite sign convention.) 967:)) is the adjacency matrix of the line graph of 1526:the set of all subspaces of another dimension 2162: 1901: 1725: 818:of the graph. That is, in the column of edge 54:, the matrix has one row for each element of 8: 837:The unoriented incidence matrix of a graph 2736:Fundamental (linear differential equation) 2169: 2155: 2147: 1908: 1894: 1886: 1732: 1718: 1710: 1570:of the incidence matrix is the number of 1530:, with incidence defined as containment. 1261: 1259: 1048: 1047: 1046: 1019: 933: 905: 904: 903: 864: 782: 769: 768: 755: 746: 740: 731: 718: 717: 704: 695: 689: 680: 670: 666: 650: 644: 603: 468: 466: 334: 321: 308: 295: 289: 259: 241: 232: 226: 217: 211: 207: 191: 185: 134: 105: 3041:Matrix representation of conic sections 1595: 1060:{\displaystyle B(G)B(G)^{\textsf {T}}.} 343:{\displaystyle e_{1},e_{2},e_{3},e_{4}} 7: 1572:systems of distinct representatives 1498:. For instance, in a finite plane, 58:and one column for each element of 25: 1678:Graph Theory and its applications 234: is incident with edge  3075: 1612:(3rd ed.), Dover, pp.  1554:is a finite set of "points" and 1478:of the structure. As there is a 2943:Used in science and engineering 1510:could be the set of points and 979:) is the incidence matrix, and 2186:Explicitly constrained entries 2059:Cremona–Richmond configuration 1676:Jonathan L Gross, Jay Yellen, 1043: 1036: 1030: 1024: 920: 914: 900: 893: 884: 881: 875: 869: 129:) of an undirected graph is a 102:Undirected and directed graphs 1: 2960:Fundamental (computer vision) 1661:Graduate Texts in Mathematics 2136:Kirkman's schoolgirl problem 2069:GrĂŒnbaum–Rigby configuration 1839:for cubic Hamiltonian graphs 1636:Ryser, Herbert John (1963), 1098:Signed and bidirected graphs 856:) by the following theorem: 2726:Duplication and elimination 2525:eigenvalues or eigenvectors 2029:Möbius–Kantor configuration 1139:A weighted undirected graph 1074:of a graph is equal to the 123:unoriented incidence matrix 3145: 2659:With specific applications 2288:Discrete Fourier Transform 2115:Bruck–Ryser–Chowla theorem 1753:Graph (abstract data type) 1655:Diestel, Reinhard (2005), 1494:An important example is a 1482:for every Levi graph, and 1422:(or its transpose), where 1102:The incidence matrix of a 3069: 2950:Cabibbo–Kobayashi–Maskawa 2577:Satisfying conditions on 2105:SzemerĂ©di–Trotter theorem 1638:Combinatorial Mathematics 1558:is a class of subsets of 1502:is the set of points and 812:oriented incidence matrix 748: enters vertex  697: leaves vertex  617:{\displaystyle n\times m} 148:{\displaystyle n\times m} 2095:Sylvester–Gallai theorem 1831:Graph Modelling Language 1584:Parry–Sullivan invariant 1438:respectively, such that 177:respectively, such that 94:. It is different to an 46:. If the first class is 2308:Generalized permutation 2100:De Bruijn–ErdƑs theorem 2044:Desargues configuration 3114:Algebraic graph theory 3082:Mathematics portal 1368: 1140: 1061: 946: 798: 618: 575: 344: 275: 149: 111: 3129:Graph data structures 2131:Design of experiments 1740:Graph representations 1546:Another example is a 1369: 1138: 1062: 947: 799: 619: 576: 345: 276: 150: 109: 2064:Kummer configuration 2034:Pappus configuration 1917:Incidence structures 1849:Trivial Graph Format 1393:Incidence structures 1258: 1018: 863: 774: 723: 643: 602: 465: 288: 184: 133: 110:An undirected graph. 78:are related (called 3031:Linear independence 2278:Diagonally dominant 2074:Klein configuration 2054:SchlĂ€fli double six 2039:Hesse configuration 2019:Complete quadrangle 1564:Fisher's inequality 1403:incidence structure 770: 719: 169:are the numbers of 114:In graph theory an 62:. The entry in row 3036:Matrix exponential 3026:Jordan normal form 2860:Fisher information 2731:Euclidean distance 2645:Totally unimodular 2049:Reye configuration 1819:Text-based formats 1696:"Incidence matrix" 1693:Weisstein, Eric W. 1472:biadjacency matrix 1430:are the number of 1364: 1355: 1141: 1057: 942: 841:is related to the 794: 789: 614: 571: 562: 340: 271: 266: 145: 112: 50:and the second is 44:incidence relation 18:Incidence relation 3101: 3100: 3093:Category:Matrices 2965:Fuzzy associative 2855:Doubly stochastic 2563:Positive-definite 2243:Block tridiagonal 2144: 2143: 1883: 1882: 1782:XML-based formats 1609:Regular Polytopes 1490:Finite geometries 1378: 1377: 1248: 1247: 1050: 1011:) by the formula 907: 785: 749: 734: 698: 683: 585: 584: 455: 454: 262: 235: 220: 16:(Redirected from 3136: 3088:List of matrices 3080: 3079: 3056:Row echelon form 3000:State transition 2929:Seidel adjacency 2811:Totally positive 2671:Alternating sign 2268:Complex Hadamard 2171: 2164: 2157: 2148: 1979:Projective plane 1931:Incidence matrix 1910: 1903: 1896: 1887: 1858:Related concepts 1773:Incidence matrix 1768:Adjacency matrix 1734: 1727: 1720: 1711: 1706: 1705: 1673: 1642: 1641: 1633: 1627: 1626: 1600: 1453: 1417: 1399:incidence matrix 1373: 1371: 1370: 1365: 1360: 1359: 1150: 1146: 1145: 1108:bidirected graph 1066: 1064: 1063: 1058: 1053: 1052: 1051: 951: 949: 948: 943: 938: 937: 910: 909: 908: 843:adjacency matrix 803: 801: 800: 795: 793: 790: 786: 783: 776: 775: 760: 759: 750: 747: 745: 744: 735: 732: 725: 724: 709: 708: 699: 696: 694: 693: 684: 681: 677: 658: 657: 623: 621: 620: 615: 592:incidence matrix 580: 578: 577: 572: 567: 566: 357: 353: 352: 349: 347: 346: 341: 339: 338: 326: 325: 313: 312: 300: 299: 280: 278: 277: 272: 270: 267: 263: 260: 246: 245: 236: 233: 231: 230: 221: 218: 199: 198: 154: 152: 151: 146: 127:incidence matrix 116:undirected graph 96:adjacency matrix 36:incidence matrix 21: 3144: 3143: 3139: 3138: 3137: 3135: 3134: 3133: 3104: 3103: 3102: 3097: 3074: 3065: 3014: 2938: 2884: 2820: 2654: 2572: 2518: 2457: 2258:Centrosymmetric 2181: 2175: 2145: 2140: 2119: 2083: 2005: 1940: 1936:Incidence graph 1919: 1914: 1884: 1879: 1853: 1814: 1777: 1746:Data structures 1741: 1738: 1691: 1690: 1687: 1671: 1654: 1651: 1649:Further reading 1646: 1645: 1635: 1634: 1630: 1624: 1604:Coxeter, H.S.M. 1602: 1601: 1597: 1592: 1580: 1544: 1536: 1496:finite geometry 1492: 1469: 1460: 1451: 1439: 1409: 1395: 1383: 1354: 1353: 1348: 1343: 1338: 1332: 1331: 1326: 1321: 1316: 1310: 1309: 1304: 1299: 1294: 1288: 1287: 1282: 1277: 1272: 1262: 1256: 1255: 1176: 1170: 1164: 1158: 1133: 1131:Weighted graphs 1117: 1100: 1088:complex numbers 1042: 1016: 1015: 990:identity matrix 987: 929: 899: 861: 860: 788: 787: 780: 765: 764: 751: 736: 729: 714: 713: 700: 685: 678: 662: 646: 641: 640: 600: 599: 561: 560: 555: 550: 545: 539: 538: 533: 528: 523: 517: 516: 511: 506: 501: 495: 494: 489: 484: 479: 469: 463: 462: 383: 377: 371: 365: 330: 317: 304: 291: 286: 285: 265: 264: 257: 251: 250: 237: 222: 219:if vertex  215: 203: 187: 182: 181: 131: 130: 104: 88: 28: 23: 22: 15: 12: 11: 5: 3142: 3140: 3132: 3131: 3126: 3121: 3116: 3106: 3105: 3099: 3098: 3096: 3095: 3090: 3085: 3070: 3067: 3066: 3064: 3063: 3058: 3053: 3048: 3046:Perfect matrix 3043: 3038: 3033: 3028: 3022: 3020: 3016: 3015: 3013: 3012: 3007: 3002: 2997: 2992: 2987: 2982: 2977: 2972: 2967: 2962: 2957: 2952: 2946: 2944: 2940: 2939: 2937: 2936: 2931: 2926: 2921: 2916: 2911: 2906: 2901: 2895: 2893: 2886: 2885: 2883: 2882: 2877: 2872: 2867: 2862: 2857: 2852: 2847: 2842: 2837: 2831: 2829: 2822: 2821: 2819: 2818: 2816:Transformation 2813: 2808: 2803: 2798: 2793: 2788: 2783: 2778: 2773: 2768: 2763: 2758: 2753: 2748: 2743: 2738: 2733: 2728: 2723: 2718: 2713: 2708: 2703: 2698: 2693: 2688: 2683: 2678: 2673: 2668: 2662: 2660: 2656: 2655: 2653: 2652: 2647: 2642: 2637: 2632: 2627: 2622: 2617: 2612: 2607: 2602: 2593: 2587: 2585: 2574: 2573: 2571: 2570: 2565: 2560: 2555: 2553:Diagonalizable 2550: 2545: 2540: 2535: 2529: 2527: 2523:Conditions on 2520: 2519: 2517: 2516: 2511: 2506: 2501: 2496: 2491: 2486: 2481: 2476: 2471: 2465: 2463: 2459: 2458: 2456: 2455: 2450: 2445: 2440: 2435: 2430: 2425: 2420: 2415: 2410: 2405: 2403:Skew-symmetric 2400: 2398:Skew-Hermitian 2395: 2390: 2385: 2380: 2375: 2370: 2365: 2360: 2355: 2350: 2345: 2340: 2335: 2330: 2325: 2320: 2315: 2310: 2305: 2300: 2295: 2290: 2285: 2280: 2275: 2270: 2265: 2260: 2255: 2250: 2245: 2240: 2235: 2233:Block-diagonal 2230: 2225: 2220: 2215: 2210: 2208:Anti-symmetric 2205: 2203:Anti-Hermitian 2200: 2195: 2189: 2187: 2183: 2182: 2176: 2174: 2173: 2166: 2159: 2151: 2142: 2141: 2139: 2138: 2133: 2127: 2125: 2121: 2120: 2118: 2117: 2112: 2110:Beck's theorem 2107: 2102: 2097: 2091: 2089: 2085: 2084: 2082: 2081: 2076: 2071: 2066: 2061: 2056: 2051: 2046: 2041: 2036: 2031: 2026: 2021: 2015: 2013: 2011:Configurations 2007: 2006: 2004: 2003: 2002: 2001: 1993: 1992: 1991: 1983: 1982: 1981: 1976: 1966: 1965: 1964: 1962:Steiner system 1959: 1948: 1946: 1942: 1941: 1939: 1938: 1933: 1927: 1925: 1924:Representation 1921: 1920: 1915: 1913: 1912: 1905: 1898: 1890: 1881: 1880: 1878: 1877: 1872: 1867: 1865:Graph database 1861: 1859: 1855: 1854: 1852: 1851: 1846: 1840: 1834: 1828: 1822: 1820: 1816: 1815: 1813: 1812: 1807: 1802: 1797: 1794: 1791: 1785: 1783: 1779: 1778: 1776: 1775: 1770: 1765: 1760: 1758:Adjacency list 1755: 1749: 1747: 1743: 1742: 1739: 1737: 1736: 1729: 1722: 1714: 1708: 1707: 1686: 1685:External links 1683: 1682: 1681: 1674: 1669: 1650: 1647: 1644: 1643: 1628: 1622: 1594: 1593: 1591: 1588: 1587: 1586: 1579: 1576: 1543: 1540: 1535: 1532: 1491: 1488: 1465: 1458: 1443: 1394: 1391: 1382: 1379: 1376: 1375: 1363: 1358: 1352: 1349: 1347: 1344: 1342: 1339: 1337: 1334: 1333: 1330: 1327: 1325: 1322: 1320: 1317: 1315: 1312: 1311: 1308: 1305: 1303: 1300: 1298: 1295: 1293: 1290: 1289: 1286: 1283: 1281: 1278: 1276: 1273: 1271: 1268: 1267: 1265: 1252: 1249: 1246: 1245: 1242: 1239: 1236: 1233: 1229: 1228: 1225: 1222: 1219: 1216: 1212: 1211: 1208: 1205: 1202: 1199: 1195: 1194: 1191: 1188: 1185: 1182: 1178: 1177: 1174: 1171: 1168: 1165: 1162: 1159: 1156: 1153: 1132: 1129: 1125:multiple edges 1116: 1113: 1099: 1096: 1068: 1067: 1056: 1045: 1041: 1038: 1035: 1032: 1029: 1026: 1023: 983: 953: 952: 941: 936: 932: 928: 925: 922: 919: 916: 913: 902: 898: 895: 892: 889: 886: 883: 880: 877: 874: 871: 868: 805: 804: 792: 781: 779: 773: 767: 766: 763: 758: 754: 743: 739: 730: 728: 722: 716: 715: 712: 707: 703: 692: 688: 679: 676: 673: 669: 668: 665: 661: 656: 653: 649: 613: 610: 607: 596:directed graph 583: 582: 570: 565: 559: 556: 554: 551: 549: 546: 544: 541: 540: 537: 534: 532: 529: 527: 524: 522: 519: 518: 515: 512: 510: 507: 505: 502: 500: 497: 496: 493: 490: 488: 485: 483: 480: 478: 475: 474: 472: 459: 456: 453: 452: 449: 446: 443: 440: 436: 435: 432: 429: 426: 423: 419: 418: 415: 412: 409: 406: 402: 401: 398: 395: 392: 389: 385: 384: 381: 378: 375: 372: 369: 366: 363: 360: 337: 333: 329: 324: 320: 316: 311: 307: 303: 298: 294: 282: 281: 269: 258: 256: 253: 252: 249: 244: 240: 229: 225: 216: 214: 210: 209: 206: 202: 197: 194: 190: 144: 141: 138: 103: 100: 87: 84: 40:logical matrix 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 3141: 3130: 3127: 3125: 3122: 3120: 3119:Combinatorics 3117: 3115: 3112: 3111: 3109: 3094: 3091: 3089: 3086: 3084: 3083: 3078: 3072: 3071: 3068: 3062: 3059: 3057: 3054: 3052: 3051:Pseudoinverse 3049: 3047: 3044: 3042: 3039: 3037: 3034: 3032: 3029: 3027: 3024: 3023: 3021: 3019:Related terms 3017: 3011: 3010:Z (chemistry) 3008: 3006: 3003: 3001: 2998: 2996: 2993: 2991: 2988: 2986: 2983: 2981: 2978: 2976: 2973: 2971: 2968: 2966: 2963: 2961: 2958: 2956: 2953: 2951: 2948: 2947: 2945: 2941: 2935: 2932: 2930: 2927: 2925: 2922: 2920: 2917: 2915: 2912: 2910: 2907: 2905: 2902: 2900: 2897: 2896: 2894: 2892: 2887: 2881: 2878: 2876: 2873: 2871: 2868: 2866: 2863: 2861: 2858: 2856: 2853: 2851: 2848: 2846: 2843: 2841: 2838: 2836: 2833: 2832: 2830: 2828: 2823: 2817: 2814: 2812: 2809: 2807: 2804: 2802: 2799: 2797: 2794: 2792: 2789: 2787: 2784: 2782: 2779: 2777: 2774: 2772: 2769: 2767: 2764: 2762: 2759: 2757: 2754: 2752: 2749: 2747: 2744: 2742: 2739: 2737: 2734: 2732: 2729: 2727: 2724: 2722: 2719: 2717: 2714: 2712: 2709: 2707: 2704: 2702: 2699: 2697: 2694: 2692: 2689: 2687: 2684: 2682: 2679: 2677: 2674: 2672: 2669: 2667: 2664: 2663: 2661: 2657: 2651: 2648: 2646: 2643: 2641: 2638: 2636: 2633: 2631: 2628: 2626: 2623: 2621: 2618: 2616: 2613: 2611: 2608: 2606: 2603: 2601: 2597: 2594: 2592: 2589: 2588: 2586: 2584: 2580: 2575: 2569: 2566: 2564: 2561: 2559: 2556: 2554: 2551: 2549: 2546: 2544: 2541: 2539: 2536: 2534: 2531: 2530: 2528: 2526: 2521: 2515: 2512: 2510: 2507: 2505: 2502: 2500: 2497: 2495: 2492: 2490: 2487: 2485: 2482: 2480: 2477: 2475: 2472: 2470: 2467: 2466: 2464: 2460: 2454: 2451: 2449: 2446: 2444: 2441: 2439: 2436: 2434: 2431: 2429: 2426: 2424: 2421: 2419: 2416: 2414: 2411: 2409: 2406: 2404: 2401: 2399: 2396: 2394: 2391: 2389: 2386: 2384: 2381: 2379: 2376: 2374: 2371: 2369: 2368:Pentadiagonal 2366: 2364: 2361: 2359: 2356: 2354: 2351: 2349: 2346: 2344: 2341: 2339: 2336: 2334: 2331: 2329: 2326: 2324: 2321: 2319: 2316: 2314: 2311: 2309: 2306: 2304: 2301: 2299: 2296: 2294: 2291: 2289: 2286: 2284: 2281: 2279: 2276: 2274: 2271: 2269: 2266: 2264: 2261: 2259: 2256: 2254: 2251: 2249: 2246: 2244: 2241: 2239: 2236: 2234: 2231: 2229: 2226: 2224: 2221: 2219: 2216: 2214: 2211: 2209: 2206: 2204: 2201: 2199: 2198:Anti-diagonal 2196: 2194: 2191: 2190: 2188: 2184: 2179: 2172: 2167: 2165: 2160: 2158: 2153: 2152: 2149: 2137: 2134: 2132: 2129: 2128: 2126: 2122: 2116: 2113: 2111: 2108: 2106: 2103: 2101: 2098: 2096: 2093: 2092: 2090: 2086: 2080: 2077: 2075: 2072: 2070: 2067: 2065: 2062: 2060: 2057: 2055: 2052: 2050: 2047: 2045: 2042: 2040: 2037: 2035: 2032: 2030: 2027: 2025: 2022: 2020: 2017: 2016: 2014: 2012: 2008: 2000: 1997: 1996: 1994: 1990: 1987: 1986: 1985:Graph theory 1984: 1980: 1977: 1975: 1972: 1971: 1970: 1967: 1963: 1960: 1958: 1955: 1954: 1953: 1952:Combinatorics 1950: 1949: 1947: 1943: 1937: 1934: 1932: 1929: 1928: 1926: 1922: 1918: 1911: 1906: 1904: 1899: 1897: 1892: 1891: 1888: 1876: 1873: 1871: 1870:Graph drawing 1868: 1866: 1863: 1862: 1860: 1856: 1850: 1847: 1844: 1843:Newick format 1841: 1838: 1835: 1832: 1829: 1827: 1824: 1823: 1821: 1817: 1811: 1808: 1806: 1803: 1801: 1798: 1795: 1792: 1790: 1787: 1786: 1784: 1780: 1774: 1771: 1769: 1766: 1764: 1761: 1759: 1756: 1754: 1751: 1750: 1748: 1744: 1735: 1730: 1728: 1723: 1721: 1716: 1715: 1712: 1703: 1702: 1697: 1694: 1689: 1688: 1684: 1679: 1675: 1672: 1670:3-540-26183-4 1666: 1662: 1658: 1653: 1652: 1648: 1639: 1632: 1629: 1625: 1623:0-486-61480-8 1619: 1615: 1611: 1610: 1605: 1599: 1596: 1589: 1585: 1582: 1581: 1577: 1575: 1573: 1569: 1565: 1561: 1557: 1553: 1549: 1542:Block designs 1541: 1539: 1533: 1531: 1529: 1525: 1521: 1517: 1513: 1509: 1505: 1501: 1497: 1489: 1487: 1485: 1481: 1477: 1473: 1468: 1464: 1457: 1454:if the point 1450: 1446: 1442: 1437: 1433: 1429: 1425: 1421: 1416: 1412: 1407: 1404: 1400: 1392: 1390: 1388: 1380: 1374: 1361: 1356: 1350: 1345: 1340: 1335: 1328: 1323: 1318: 1313: 1306: 1301: 1296: 1291: 1284: 1279: 1274: 1269: 1263: 1253: 1250: 1243: 1240: 1237: 1234: 1231: 1230: 1226: 1223: 1220: 1217: 1214: 1213: 1209: 1206: 1203: 1200: 1197: 1196: 1192: 1189: 1186: 1183: 1180: 1179: 1172: 1166: 1160: 1154: 1152: 1151: 1148: 1147: 1144: 1137: 1130: 1128: 1126: 1122: 1114: 1112: 1109: 1105: 1097: 1095: 1093: 1089: 1085: 1081: 1077: 1073: 1070:The integral 1054: 1039: 1033: 1027: 1021: 1014: 1013: 1012: 1010: 1006: 1002: 999:The discrete 997: 995: 992:of dimension 991: 986: 982: 978: 974: 970: 966: 962: 958: 939: 934: 930: 926: 923: 917: 911: 896: 890: 887: 878: 872: 866: 859: 858: 857: 855: 851: 848: 844: 840: 835: 833: 829: 825: 821: 817: 813: 808: 777: 771: 761: 756: 752: 741: 737: 733:if edge  726: 720: 710: 705: 701: 690: 686: 682:if edge  674: 671: 663: 659: 654: 651: 647: 639: 638: 637: 635: 631: 627: 611: 608: 605: 597: 593: 588: 581: 568: 563: 557: 552: 547: 542: 535: 530: 525: 520: 513: 508: 503: 498: 491: 486: 481: 476: 470: 460: 457: 450: 447: 444: 441: 438: 437: 433: 430: 427: 424: 421: 420: 416: 413: 410: 407: 404: 403: 399: 396: 393: 390: 387: 386: 379: 373: 367: 361: 359: 358: 355: 354: 351: 335: 331: 327: 322: 318: 314: 309: 305: 301: 296: 292: 254: 247: 242: 238: 227: 223: 212: 204: 200: 195: 192: 188: 180: 179: 178: 176: 172: 168: 164: 160: 157: 142: 139: 136: 128: 124: 119: 117: 108: 101: 99: 97: 93: 85: 83: 81: 77: 73: 69: 65: 61: 57: 53: 49: 45: 41: 37: 33: 19: 3073: 3005:Substitution 2918: 2891:graph theory 2388:Quaternionic 2378:Persymmetric 2124:Applications 1957:Block design 1930: 1837:LCF notation 1772: 1699: 1677: 1657:Graph Theory 1656: 1637: 1631: 1607: 1598: 1559: 1555: 1551: 1548:block design 1545: 1537: 1527: 1523: 1519: 1515: 1511: 1507: 1503: 1499: 1493: 1483: 1466: 1462: 1455: 1448: 1444: 1440: 1435: 1431: 1427: 1423: 1419: 1414: 1410: 1405: 1398: 1396: 1384: 1254: 1142: 1118: 1104:signed graph 1101: 1069: 1008: 1004: 998: 993: 984: 980: 976: 972: 968: 964: 960: 956: 954: 853: 849: 838: 836: 827: 823: 819: 811: 809: 806: 633: 629: 625: 591: 589: 586: 461: 283: 166: 162: 158: 126: 122: 120: 113: 92:graph theory 89: 86:Graph theory 79: 75: 71: 67: 63: 59: 55: 51: 47: 35: 29: 2980:Hamiltonian 2904:Biadjacency 2840:Correlation 2756:Householder 2706:Commutation 2443:Vandermonde 2438:Tridiagonal 2373:Permutation 2363:Nonnegative 2348:Matrix unit 2228:Bisymmetric 1995:Statistics 1875:Linked data 1381:Hypergraphs 1115:Multigraphs 1072:cycle space 816:orientation 125:(or simply 66:and column 32:mathematics 3108:Categories 2880:Transition 2875:Stochastic 2845:Covariance 2827:statistics 2806:Symplectic 2801:Similarity 2630:Unimodular 2625:Orthogonal 2610:Involutory 2605:Invertible 2600:Projection 2596:Idempotent 2538:Convergent 2433:Triangular 2383:Polynomial 2328:Hessenberg 2298:Equivalent 2293:Elementary 2273:Copositive 2263:Conference 2223:Bidiagonal 2024:Fano plane 1989:Hypergraph 1590:References 1484:vice versa 1480:hypergraph 1476:Levi graph 1387:hypergraph 1076:null space 847:line graph 784:otherwise. 261:otherwise. 3061:Wronskian 2985:Irregular 2975:Gell-Mann 2924:Laplacian 2919:Incidence 2899:Adjacency 2870:Precision 2835:Centering 2741:Generator 2711:Confusion 2696:Circulant 2676:Augmented 2635:Unipotent 2615:Nilpotent 2591:Congruent 2568:Stieltjes 2543:Defective 2533:Companion 2504:Redheffer 2423:Symmetric 2418:Sylvester 2393:Signature 2323:Hermitian 2303:Frobenius 2213:Arrowhead 2193:Alternant 1974:Incidence 1845:for trees 1763:Edge list 1701:MathWorld 1606:(1973) , 1568:permanent 1534:Polytopes 1461:and line 1001:Laplacian 924:− 772:− 721:− 672:− 609:× 140:× 3124:Matrices 2889:Used in 2825:Used in 2786:Rotation 2761:Jacobian 2721:Distance 2701:Cofactor 2686:Carleman 2666:Adjugate 2650:Weighing 2583:inverses 2579:products 2548:Definite 2479:Identity 2469:Exchange 2462:Constant 2428:Toeplitz 2313:Hadamard 2283:Diagonal 2088:Theorems 1999:Blocking 1969:Geometry 1578:See also 1574:(SDRs). 1080:integers 171:vertices 161:, where 80:incident 70:is 1 if 2990:Overlap 2955:Density 2914:Edmonds 2791:Seifert 2751:Hessian 2716:Coxeter 2640:Unitary 2558:Hurwitz 2489:Of ones 2474:Hilbert 2408:Skyline 2353:Metzler 2343:Logical 2338:Integer 2248:Boolean 2180:classes 1800:GraphML 1614:166-167 1550:. Here 1474:of the 1418:matrix 988:is the 845:of its 624:matrix 2909:Degree 2850:Design 2781:Random 2771:Payoff 2766:Moment 2691:Cartan 2681:BĂ©zout 2620:Normal 2494:Pascal 2484:Lehmer 2413:Sparse 2333:Hollow 2318:Hankel 2253:Cauchy 2178:Matrix 1945:Fields 1667:  1620:  1432:points 1401:of an 955:where 628:where 156:matrix 2970:Gamma 2934:Tutte 2796:Shear 2509:Shift 2499:Pauli 2448:Walsh 2358:Moore 2238:Block 1833:(GML) 1810:XGMML 1793:DotML 1436:lines 1408:is a 1121:loops 1092:field 832:up to 598:is a 594:of a 175:edges 38:is a 34:, an 2776:Pick 2746:Gram 2514:Zero 2218:Band 2079:Dual 1796:GEXF 1789:DGML 1665:ISBN 1618:ISBN 1522:and 1434:and 1426:and 1397:The 1123:and 1084:real 810:The 632:and 590:The 173:and 165:and 121:The 74:and 2865:Hat 2598:or 2581:or 1826:DOT 1805:GXL 1452:= 1 1086:or 1082:or 350:): 30:In 3110:: 1698:. 1659:, 1616:, 1413:× 1251:= 1244:6 1232:4 1227:6 1215:3 1210:0 1198:2 1193:0 1181:1 1094:. 996:. 971:, 458:= 451:1 439:4 434:1 422:3 417:0 405:2 400:0 388:1 2995:S 2453:Z 2170:e 2163:t 2156:v 1909:e 1902:t 1895:v 1733:e 1726:t 1719:v 1704:. 1560:X 1556:Y 1552:X 1528:e 1524:Y 1520:d 1516:X 1512:Y 1508:X 1504:Y 1500:X 1467:j 1463:L 1459:i 1456:p 1449:j 1447:, 1445:i 1441:B 1428:q 1424:p 1420:B 1415:q 1411:p 1406:C 1362:. 1357:] 1351:6 1346:5 1341:0 1336:0 1329:6 1324:0 1319:1 1314:0 1307:0 1302:0 1297:0 1292:2 1285:0 1280:5 1275:1 1270:2 1264:[ 1241:5 1238:0 1235:0 1224:0 1221:1 1218:0 1207:0 1204:0 1201:2 1190:5 1187:1 1184:2 1175:4 1173:e 1169:3 1167:e 1163:2 1161:e 1157:1 1155:e 1055:. 1049:T 1044:) 1040:G 1037:( 1034:B 1031:) 1028:G 1025:( 1022:B 1009:G 1007:( 1005:B 994:m 985:m 981:I 977:G 975:( 973:B 969:G 965:G 963:( 961:L 959:( 957:A 940:. 935:m 931:I 927:2 921:) 918:G 915:( 912:B 906:T 901:) 897:G 894:( 891:B 888:= 885:) 882:) 879:G 876:( 873:L 870:( 867:A 854:G 852:( 850:L 839:G 828:e 824:e 820:e 778:0 762:, 757:i 753:v 742:j 738:e 727:1 711:, 706:i 702:v 691:j 687:e 675:1 664:{ 660:= 655:j 652:i 648:B 634:m 630:n 626:B 612:m 606:n 569:. 564:] 558:1 553:1 548:0 543:0 536:1 531:0 526:1 521:0 514:0 509:0 504:0 499:1 492:0 487:1 482:1 477:1 471:[ 448:1 445:0 442:0 431:0 428:1 425:0 414:0 411:0 408:1 397:1 394:1 391:1 382:4 380:e 376:3 374:e 370:2 368:e 364:1 362:e 336:4 332:e 328:, 323:3 319:e 315:, 310:2 306:e 302:, 297:1 293:e 255:0 248:, 243:j 239:e 228:i 224:v 213:1 205:{ 201:= 196:j 193:i 189:B 167:m 163:n 159:B 143:m 137:n 76:y 72:x 68:y 64:x 60:Y 56:X 52:Y 48:X 20:)

Index

Incidence relation
mathematics
logical matrix
incidence relation
graph theory
adjacency matrix

undirected graph
matrix
vertices
edges
directed graph
orientation
up to
adjacency matrix
line graph
identity matrix
Laplacian
cycle space
null space
integers
real
complex numbers
field
signed graph
bidirected graph
loops
multiple edges

hypergraph

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