Knowledge (XXG)

m-ary tree

Source πŸ“

670: 1168: 1602: 1415: 355: 31: 2979: 1392:
First, we link all the immediate children nodes of a given parent node together in order to form a link list. Then, we keep the link from the parent to the first (i.e., the leftmost) child and remove all the other links to the rest of the children. We repeat this process for all the children (if they
1712:
The problem with this representation is that listing all bit strings in lexicographic order would mean two successive strings might represent two trees that are lexicographically very different. Therefore, enumeration over binary strings would not necessarily result in an ordered generation of all
3939:
children representing the next possible character in the string. Thus, characters along the paths can represent valid keys by marking the end character of the keys as "terminal node". For example, in the example below "at" and "and" are valid key strings with "t" and "d" marked as terminal nodes.
1037:-ary tree is very similar to traversing a binary tree. The pre-order traversal goes to parent, left subtree and the right subtree, and for traversing post-order it goes by left subtree, right subtree, and parent node. For traversing in-order, since there are more than two children per node for 665:{\displaystyle {\begin{aligned}&{\frac {m^{h+1}-1}{m-1}}\geq N>{\frac {m^{h}-1}{m-1}}\\&m^{h+1}\geq (m-1)\cdot N+1>m^{h}\\&h+1\geq \log _{m}\left((m-1)\cdot N+1\right)>h\\&h\geq \left\lceil \log _{m}((m-1)\cdot N+1)-1\right\rceil .\end{aligned}}} 2416:
Once one has exhausted all possible positions in the backbone template, a new template will be constructed by shifting the 3rd node one position to the right as depicted below, and the same enumeration would occur until all possible positions labeled "X" is exhausted.
2487: 3751: 827: 1387: 3956: 1698: 1960: 2138: 2405:
that governs the generation of the possible ordered trees starting from "000" to "006". The backbone template for this group ("00X") is depicted below, where an additional node is added in the positions labeled "x".
360: 1008: 1877: 343: 1527: 1102: 4067: 1153: 3610: 901: 675: 1258: 3405: 1790: 3108: 1393:
have any children) until we have processed all the internal nodes and rotate the tree by 45 degrees clockwise. The tree obtained is the desired binary tree obtained from the given
3601: 3487: 2011: 1263: 1697: 1646: 1483: 1568: 1190:
ary tree to a binary tree would only increase the height of the tree by a constant factor and would not affect the overall worst-case time complexity. In other words,
2198: 3541: 3303: 3242: 3162: 3135: 208: 2715: 2682: 2044: 3340: 3268: 2893: 2481: 2455: 2168: 3191: 2973: 2953: 2933: 2913: 2867: 2847: 2827: 2807: 2783: 2763: 2743: 2049: 1596: 249: 2144:-ary tree cannot exceed the total number of null pointers (i.e., pointers without any child node attached to them). This summation is putting restriction on 4196: 1886: 2421: 2410: 1049:
subtrees. One common method to establish left/right subtrees is to divide the list of children nodes into two groups. By defining an order on the
4600: 4206: 4113: 4077: 4021: 4807: 3973: 3940:
Terminal nodes can store extra information to be associated with a given key. There are similar ways to building such a dictionary using
917: 1717:
ary trees. A better representation is based on an integer string that indicates the number of zeroes between successive ones, known as
4351: 2483:, we can easily observe the apparent jump from "006" to "010" can be explained trivially in an algorithmic fashion as depicted below: 4305: 4158: 4321: 4868: 4467: 1795: 258: 1489: 1056: 1883:
is the number of zeroes needed at the tail end of the sequence to make the string have the appropriate length. For example,
1107: 4863: 2684:
worst-case time are called loopless since the time complexity cannot involve a loop or recursion. Loopless enumeration of
843: 4181: 4129: 4052: 1186:
children. As a result, this fact leads to a sparse array with large unused space in the memory. Converting an arbitrary
1530:(assuming the root has index zero, meaning a 0-based array). This method benefits from more compact storage and better 78: 4432: 1193: 4817: 2017:, which duplicate bases cannot be adjacent. This new representation allows to construct a next valid sequence in 1661: 3345: 4373: 2200:
without creating an invalid structure (i.e. having an available null pointer to attached the last node to it).
1670:-ary trees is useful in many disciplines as a way of checking hypotheses or theories. Proper representation of 3054: 1724: 3746:{\displaystyle \sum _{i=j}^{n}\sum _{t=2}^{m}c_{(i-1)(m-1)+t-1}\qquad \leq n-j,\qquad \forall j\in 0\dots n.} 1686:
nodes indicating the presence of a node at a given index using binary values. For example, the bit sequence
3935:) with the root of the tree representing the starting point. Similarly, each of the children can have up to 1430: 822:{\displaystyle D=h\geq \left\lceil \log _{m}((m-1)\cdot N+1)-1\right\rceil =O(\log _{m}n)=O(\log n/\log m).} 221:-ary tree does not include the root node, with a tree containing only a root node having a height of 0. 4344: 1382:{\textstyle \log _{2}m\cdot \log _{m}n={\frac {\log m}{\log 2}}\cdot {\frac {\log n}{\log m}}=\log _{2}n} 4511: 4360: 3550: 3426: 1531: 4501: 4456: 4144: 1969: 1434: 1613:
Compared to array-based implementation, this implementation method has superior space complexity of
4615: 4391: 4471: 3927:-ary tree is creating a dictionary for validation of acceptable strings. In order to do that, let 2688:
ary trees is said to be loopless if after initialization, it generates successive tree objects in
4782: 4741: 4567: 4557: 4436: 4175: 4123: 4046: 4027: 1962:
is the simple zero sequence representation of the above figure. A more compact representation of
1616: 1456: 1182:
ary tree is inefficient, because most of the nodes in practical applications contain less than
4676: 4377: 4337: 4301: 4202: 4154: 4109: 4073: 4017: 1537: 4767: 4279: 4249: 4009: 3968: 3932: 3504:-ary tree. Thus, enumerating all possible legal encoding would helps us to generate all the 2420: 2173: 1441:-ary tree, this method wastes no space. In this compact arrangement, if a node has an index 3999: 3519: 3281: 3220: 3140: 3113: 2409: 186: 4711: 4461: 2691: 2658: 2020: 3319: 3247: 2872: 2460: 2434: 2147: 4664: 4659: 4542: 4476: 3167: 2958: 2938: 2918: 2898: 2852: 2832: 2812: 2792: 2768: 2748: 2728: 1581: 1028: 1011: 234: 4857: 4812: 4792: 4635: 4524: 4451: 4283: 4143:
Cormen, Thomas H.; Leiserson, Charles E.; Rivest, Ronald L.; Stein, Clifford (2022).
3313:
ary tree that can be recovered by performing the same sequence of right-t rotations.
4386: 1955:{\displaystyle 1110000100010001000\equiv 10^{0}10^{0}10^{4}10^{4}10^{3}\equiv 00433} 1534:, particularly during a preorder traversal. The space complexity of this method is 4772: 4736: 4552: 4547: 4529: 4441: 4240:
Baronaigien, Dominique Roelants van (2000). "Loop Free Generation of K-ary trees".
3274:
at each depth. Then, the sequence of number of left-t rotations performed at depth
2486: 98: 82: 42: 4031: 1674:
ary tree objects can greatly simplify the generation process. One can construct a
4822: 4787: 4777: 4691: 4625: 4620: 4610: 4519: 4368: 3978: 90: 4072:. Appendix: Graph Theory Terminology: Cambridge University Press. p. 573. 4832: 4802: 4762: 4605: 4534: 4481: 4401: 4013: 3217:. Specifically, this can be done by performing left-t rotations on each node 4837: 4797: 4644: 4572: 4562: 1167: 158: 4253: 1578:
Each node would have an internal array for storing pointers to each of its
4726: 4416: 3931:
be equal to the number of valid alphabets (e.g., number of letters of the
2133:{\displaystyle \sum _{i=1}^{i=j}s_{i}\leq (m-1)j\qquad \forall j\leq n-1.} 17: 4842: 4716: 4696: 4669: 4654: 4406: 3500:
Capturing counts of left-rotations at each depth is a way of encoding an
2203:
The table below shows the list of all valid simple zero sequences of all
1601: 1414: 4827: 4731: 4706: 4649: 4496: 4426: 4421: 4396: 4329: 4198:
The Autopoiesis of Architecture: A New Agenda for Architecture, Vol. II
3955: 2978: 4270:
Korsh, James F (1994). "Loopless generation of k-ary tree sequences".
3954: 2977: 2485: 2419: 2408: 2401:
Starting from the bottom right of the table (i.e., "000"), there is a
4746: 4721: 4701: 4686: 4595: 4486: 4411: 3945: 3941: 1003:{\textstyle C_{n}={\frac {1}{(m-1)n+1}}\cdot {\binom {m\cdot n}{n}}} 30: 4590: 4491: 4446: 3547:
non-negative integers represent a valid m-ary tree. A sequence of
1600: 1413: 1166: 29: 4582: 3949: 4333: 27:
Tree data structure in which each node has at most m children.
4222:
Graham, Ronald L.; Knuth, Donald E.; Patashnik, Oren (1994).
2140:
That is to say that number of zeros in the bit sequence of a
1792:
is a Simple Zero Sequence corresponding to the bit sequence
1696: 1429:-ary trees can also be stored in breadth-first order as an 1872:{\textstyle 10^{s_{1}}10^{s_{2}}\ldots 10^{s_{n-1}}10^{j}} 1171:
An example of conversion of a m-ary tree to a binary tree.
338:{\textstyle \sum _{i=0}^{h}m^{i}={\frac {m^{h+1}-1}{m-1}}} 3755:
Lexicographically smallest code-word representation of a
4265: 4263: 4195:
Schumacher, Patrik (2012). "Excursion: Network Theory".
4100:
Gross, Jonathan L.; Yellen, Jay; Anderson, Mark (2018).
1522:{\textstyle \left\lfloor {\frac {i-1}{m}}\right\rfloor } 1097:{\textstyle \{1,\dots ,\lfloor {\frac {m}{2}}\rfloor \}} 4224:
Concrete Mathematics: A Foundation for Computer Science
1798: 1727: 1492: 1266: 1196: 1148:{\textstyle \{\lceil {\frac {m}{2}}\rceil ,\dots ,m\}} 1110: 1059: 920: 846: 261: 183:, the upper bound for the maximum number of leaves is 130:-ary tree where within each level every node has 0 or 3613: 3603:
non-negative integers is a valid representation of a
3553: 3522: 3429: 3348: 3322: 3284: 3250: 3223: 3170: 3143: 3116: 3057: 2961: 2941: 2921: 2901: 2875: 2855: 2835: 2815: 2795: 2771: 2751: 2731: 2694: 2661: 2463: 2437: 2176: 2150: 2052: 2023: 1972: 1889: 1619: 1584: 1540: 1459: 678: 358: 237: 189: 4235: 4233: 3020:β‰  1: L-t rotation at nodes at depth 2493:
The pseudocode for this enumeration is given below:
896:{\textstyle \lfloor \log _{m}((m-1)\cdot n)\rfloor } 4755: 4634: 4581: 4510: 4367: 3164:have one child connected to their left most (i.e., 224:The height of a tree is equal to the maximum depth 3745: 3595: 3535: 3481: 3399: 3334: 3297: 3262: 3236: 3185: 3156: 3129: 3102: 2967: 2947: 2927: 2907: 2887: 2861: 2841: 2821: 2801: 2777: 2757: 2737: 2709: 2676: 2475: 2449: 2192: 2162: 2132: 2038: 2005: 1954: 1871: 1784: 1640: 1590: 1562: 1521: 1477: 1381: 1252: 1147: 1096: 1002: 895: 821: 664: 337: 243: 202: 4298:An Introduction to Data Structures and Algorithms 1605:Pointer-based implementation of m-ary tree where 3419:rotations that has occurred at the root (i.e., 2427:Going back to the table of enumeration of all 1485:, while its parent (if any) is found at index 1253:{\textstyle O(\log _{m}n)\equiv O(\log _{2}n)} 672:By the definition of Big-Ξ©, the maximum depth 4345: 4106:Rooted Trees, Ordered Trees, and Binary Trees 994: 973: 8: 1142: 1127: 1114: 1111: 1104:nodes would constitute the left subtree and 1091: 1088: 1075: 1060: 890: 847: 2170:nodes so that there is room for adding the 4352: 4338: 4330: 3400:{\displaystyle c_{1},c_{2},\dots ,c_{m-1}} 1155:nodes would constitute the right subtree. 4325:-ary trees, Bruno R. Preiss, Ph.D, P.Eng. 3660: 3650: 3639: 3629: 3618: 3612: 3552: 3527: 3521: 3434: 3428: 3385: 3366: 3353: 3347: 3321: 3289: 3283: 3249: 3228: 3222: 3169: 3148: 3142: 3121: 3115: 3094: 3075: 3062: 3056: 2960: 2940: 2920: 2900: 2874: 2854: 2834: 2814: 2794: 2770: 2750: 2730: 2693: 2660: 2462: 2436: 2181: 2175: 2149: 2084: 2068: 2057: 2051: 2022: 1997: 1987: 1977: 1971: 1940: 1930: 1920: 1910: 1900: 1888: 1863: 1845: 1840: 1825: 1820: 1808: 1803: 1797: 1785:{\textstyle S=s_{1},s_{2},\dots ,s_{n-1}} 1770: 1751: 1738: 1726: 1618: 1583: 1551: 1539: 1497: 1491: 1458: 1367: 1334: 1305: 1290: 1271: 1265: 1235: 1207: 1195: 1117: 1109: 1078: 1058: 993: 972: 970: 934: 925: 919: 854: 845: 799: 766: 700: 677: 602: 530: 503: 454: 419: 412: 371: 364: 359: 357: 303: 296: 287: 277: 266: 260: 236: 194: 188: 3103:{\displaystyle x_{1},x_{2},\dots ,x_{n}} 2209: 1418:An example of storing a m-ary tree with 3990: 4173: 4121: 4044: 3763:nodes is all zeros and the largest is 3043:is the inverse of this operation. The 2046:. A simple zero sequence is valid if 85:) in which each node has no more than 4001:Java: Data Structures and Programming 2975:is promoted to root, as shown below: 7: 3974:Left-child right-sibling binary tree 4069:Enumerative Combinatorics, Volume I 2849:and all of its subtrees a child of 3722: 3596:{\displaystyle (n-1)\cdot (m-1)+1} 3482:{\displaystyle c_{(i-1)(m-1)+t-1}} 2986:Convert an m-ary tree to left-tree 2655:A generation algorithm that takes 2112: 1690:is representing a 3-ary tree with 1678:using the depth-first search of a 1178:Using an array for representing a 977: 25: 4102:Graph Theory and Its Applications 3197:ary tree can be transformed to a 3137:is the root and all nodes except 1701:3-ary tree with bit sequence of 1437:, and if the tree is a complete 1041:, one must define the notion of 93:is an important case where  34:An example of a m-ary tree with 4149:(4th ed.). Section B.5.3, 3721: 3705: 2111: 2006:{\displaystyle 0^{2}4^{1}3^{2}} 1053:children of a node, the first 4272:Information Processing Letters 3777:c to zero for all i from 1 to 3688: 3676: 3673: 3661: 3584: 3572: 3566: 3554: 3462: 3450: 3447: 3435: 3201:tree using sequence of finite 3180: 3174: 2704: 2698: 2671: 2665: 2105: 2093: 2033: 2027: 1635: 1623: 1557: 1544: 1247: 1228: 1219: 1200: 952: 940: 887: 878: 866: 863: 813: 787: 778: 759: 739: 724: 712: 709: 641: 626: 614: 611: 556: 544: 481: 469: 1: 4104:(3rd ed.). Section 3.2, 2869:, additionally we assign the 906:The total number of possible 4284:10.1016/0020-0190(94)00149-9 4066:Stanley, Richard P. (2011). 3493:rotations required at depth 2935:and the right most child of 1705:and Simple Zero Sequence of 4153:: MIT Press. p. 1174. 4151:Binary and positional trees 3923:One of the applications of 2955:stays attached to it while 2829:the root node, and making 2745:being one of its nodes and 1676:bit sequence representation 1641:{\displaystyle O(m\cdot n)} 4885: 4146:Introduction to Algorithms 4108:: CRC Press. p. 132. 3789:βˆ’ 1 for i from 1 to n 1659: 1478:{\displaystyle m\cdot i+c} 1026: 231:The total number of nodes 81:(or, for some authors, an 52:(for nonnegative integers 4296:Storer, James A. (2001). 4014:10.1007/978-3-642-95851-9 2207:-ary trees with 4 nodes: 1662:Enumerative Combinatorics 832:The height of a complete 4808:Left-child right-sibling 4278:(5). Elsevier: 243–247. 4180:: CS1 maint: location ( 4128:: CS1 maint: location ( 4051:: CS1 maint: location ( 3607:ary tree if and only if 3407:represent the number of 1563:{\displaystyle O(m^{n})} 1449:-th child in range {1,…, 1163:-ary tree to binary tree 228:of any node in the tree. 4869:Trees (data structures) 4638:data partitioning trees 4596:C-trie (compressed ADT) 3508:-ary trees for a given 3016:child of node at depth 1431:implicit data structure 157:-ary tree in which all 4254:10.1006/jagm.1999.1073 4201:. Wiley. p. 103. 3959: 3771:βˆ’1 zero on its right. 3747: 3655: 3634: 3597: 3537: 3483: 3401: 3336: 3299: 3264: 3238: 3187: 3158: 3131: 3104: 2982: 2969: 2949: 2929: 2909: 2895:left most children of 2889: 2863: 2843: 2823: 2803: 2779: 2759: 2739: 2711: 2678: 2490: 2477: 2451: 2424: 2413: 2194: 2193:{\displaystyle n^{t}h} 2164: 2134: 2079: 2040: 2007: 1956: 1873: 1786: 1709: 1694:nodes as shown below. 1642: 1610: 1592: 1564: 1523: 1479: 1423: 1383: 1254: 1175: 1149: 1098: 1019:Traversal methods for 1004: 897: 823: 666: 339: 282: 245: 204: 179:-ary tree with height 161:are at the same depth. 145:(or, less commonly, a 38: 4300:. BirkhΓ€user Boston. 4242:Journal of Algorithms 3958: 3803:Termination Condition 3748: 3635: 3614: 3598: 3538: 3536:{\displaystyle c_{i}} 3484: 3402: 3337: 3300: 3298:{\displaystyle c_{i}} 3265: 3239: 3237:{\displaystyle x_{i}} 3188: 3159: 3157:{\displaystyle x_{n}} 3132: 3130:{\displaystyle x_{1}} 3105: 2981: 2970: 2950: 2930: 2910: 2890: 2864: 2844: 2824: 2804: 2780: 2760: 2740: 2712: 2679: 2489: 2478: 2452: 2423: 2412: 2195: 2165: 2135: 2053: 2041: 2008: 1957: 1874: 1787: 1700: 1688:x=1110000100010001000 1666:Listing all possible 1643: 1604: 1593: 1565: 1532:locality of reference 1524: 1480: 1417: 1384: 1255: 1170: 1150: 1099: 1005: 898: 824: 667: 340: 262: 246: 205: 203:{\displaystyle m^{h}} 33: 4864:Trees (graph theory) 4818:Log-structured merge 4361:Tree data structures 4226:(2nd ed.). AIP. 3767:βˆ’1 ones followed by 3611: 3551: 3520: 3427: 3346: 3320: 3282: 3248: 3221: 3168: 3141: 3114: 3055: 2959: 2939: 2919: 2899: 2873: 2853: 2833: 2813: 2793: 2769: 2749: 2729: 2710:{\displaystyle O(1)} 2692: 2677:{\displaystyle O(1)} 2659: 2651:Loopless enumeration 2461: 2435: 2174: 2148: 2050: 2039:{\displaystyle O(1)} 2021: 1970: 1887: 1796: 1725: 1719:Simple Zero Sequence 1617: 1582: 1538: 1490: 1457: 1453:} is found at index 1401:Methods for storing 1264: 1194: 1108: 1057: 918: 844: 676: 356: 259: 235: 187: 4004:. Section 8.1.2.1, 3805:Terminate when c = 3335:{\displaystyle m-1} 3263:{\displaystyle m-1} 2888:{\displaystyle m-1} 2476:{\displaystyle n=4} 2450:{\displaystyle m=3} 2163:{\displaystyle n-1} 1891:1110000100010001000 1703:1110000100010001000 345:, while the height 4783:Fractal tree index 4378:associative arrays 3960: 3785:βˆ’ 1) p set to 3743: 3593: 3533: 3479: 3397: 3332: 3295: 3260: 3234: 3183: 3154: 3127: 3100: 2983: 2965: 2945: 2925: 2905: 2885: 2859: 2839: 2819: 2809:is done by making 2799: 2775: 2755: 2735: 2707: 2674: 2491: 2473: 2447: 2431:-ary trees, where 2425: 2414: 2190: 2160: 2130: 2036: 2013:, which is called 2003: 1952: 1869: 1782: 1710: 1638: 1611: 1588: 1560: 1519: 1475: 1424: 1379: 1250: 1176: 1145: 1094: 1000: 893: 819: 662: 660: 335: 241: 200: 97:= 2; similarly, a 39: 4851: 4850: 4208:978-0-470-66616-6 4115:978-1-4822-4948-4 4079:978-1-107-60262-5 4023:978-3-642-95853-3 3998:Li, Liwu (1998). 3489:is the number of 3244:until all of its 3186:{\displaystyle m} 3051:is a sequence of 2968:{\displaystyle d} 2948:{\displaystyle d} 2928:{\displaystyle a} 2908:{\displaystyle d} 2862:{\displaystyle a} 2842:{\displaystyle b} 2822:{\displaystyle d} 2802:{\displaystyle a} 2778:{\displaystyle t} 2758:{\displaystyle d} 2738:{\displaystyle a} 2403:backbone template 2399: 2398: 1591:{\displaystyle m} 1513: 1358: 1329: 1125: 1086: 992: 965: 443: 401: 333: 244:{\displaystyle N} 56:) (also known as 16:(Redirected from 4876: 4354: 4347: 4340: 4331: 4311: 4288: 4287: 4267: 4258: 4257: 4237: 4228: 4227: 4219: 4213: 4212: 4192: 4186: 4185: 4179: 4171: 4169: 4167: 4140: 4134: 4133: 4127: 4119: 4097: 4091: 4090: 4088: 4086: 4063: 4057: 4056: 4050: 4042: 4040: 4038: 3995: 3969:Branching factor 3933:English alphabet 3752: 3750: 3749: 3744: 3704: 3703: 3654: 3649: 3633: 3628: 3602: 3600: 3599: 3594: 3542: 3540: 3539: 3534: 3532: 3531: 3488: 3486: 3485: 3480: 3478: 3477: 3415:rotations, ..., 3406: 3404: 3403: 3398: 3396: 3395: 3371: 3370: 3358: 3357: 3341: 3339: 3338: 3333: 3304: 3302: 3301: 3296: 3294: 3293: 3270:sub-tree become 3269: 3267: 3266: 3261: 3243: 3241: 3240: 3235: 3233: 3232: 3203:left-t rotations 3192: 3190: 3189: 3184: 3163: 3161: 3160: 3155: 3153: 3152: 3136: 3134: 3133: 3128: 3126: 3125: 3110:nodes such that 3109: 3107: 3106: 3101: 3099: 3098: 3080: 3079: 3067: 3066: 3037:right-t rotation 2974: 2972: 2971: 2966: 2954: 2952: 2951: 2946: 2934: 2932: 2931: 2926: 2914: 2912: 2911: 2906: 2894: 2892: 2891: 2886: 2868: 2866: 2865: 2860: 2848: 2846: 2845: 2840: 2828: 2826: 2825: 2820: 2808: 2806: 2805: 2800: 2784: 2782: 2781: 2776: 2764: 2762: 2761: 2756: 2744: 2742: 2741: 2736: 2717:. For a given a 2716: 2714: 2713: 2708: 2683: 2681: 2680: 2675: 2630:βˆ’ 1 2558:> 0} 2482: 2480: 2479: 2474: 2456: 2454: 2453: 2448: 2210: 2199: 2197: 2196: 2191: 2186: 2185: 2169: 2167: 2166: 2161: 2139: 2137: 2136: 2131: 2089: 2088: 2078: 2067: 2045: 2043: 2042: 2037: 2012: 2010: 2009: 2004: 2002: 2001: 1992: 1991: 1982: 1981: 1961: 1959: 1958: 1953: 1945: 1944: 1935: 1934: 1925: 1924: 1915: 1914: 1905: 1904: 1878: 1876: 1875: 1870: 1868: 1867: 1858: 1857: 1856: 1855: 1832: 1831: 1830: 1829: 1815: 1814: 1813: 1812: 1791: 1789: 1788: 1783: 1781: 1780: 1756: 1755: 1743: 1742: 1647: 1645: 1644: 1639: 1597: 1595: 1594: 1589: 1569: 1567: 1566: 1561: 1556: 1555: 1528: 1526: 1525: 1520: 1518: 1514: 1509: 1498: 1484: 1482: 1481: 1476: 1388: 1386: 1385: 1380: 1372: 1371: 1359: 1357: 1346: 1335: 1330: 1328: 1317: 1306: 1295: 1294: 1276: 1275: 1259: 1257: 1256: 1251: 1240: 1239: 1212: 1211: 1154: 1152: 1151: 1146: 1126: 1118: 1103: 1101: 1100: 1095: 1087: 1079: 1009: 1007: 1006: 1001: 999: 998: 997: 988: 976: 966: 964: 935: 930: 929: 902: 900: 899: 894: 859: 858: 828: 826: 825: 820: 803: 771: 770: 752: 748: 705: 704: 671: 669: 668: 663: 661: 654: 650: 607: 606: 585: 575: 571: 535: 534: 512: 508: 507: 465: 464: 448: 444: 442: 431: 424: 423: 413: 402: 400: 389: 382: 381: 365: 362: 344: 342: 341: 336: 334: 332: 321: 314: 313: 297: 292: 291: 281: 276: 250: 248: 247: 242: 209: 207: 206: 201: 199: 198: 21: 4884: 4883: 4879: 4878: 4877: 4875: 4874: 4873: 4854: 4853: 4852: 4847: 4751: 4630: 4577: 4506: 4502:Weight-balanced 4457:Order statistic 4371: 4363: 4358: 4318: 4308: 4295: 4292: 4291: 4269: 4268: 4261: 4239: 4238: 4231: 4221: 4220: 4216: 4209: 4194: 4193: 4189: 4172: 4165: 4163: 4161: 4142: 4141: 4137: 4120: 4116: 4099: 4098: 4094: 4084: 4082: 4080: 4065: 4064: 4060: 4043: 4036: 4034: 4024: 4006:Multi-Ary Trees 3997: 3996: 3992: 3987: 3965: 3921: 3916: 3656: 3609: 3608: 3549: 3548: 3523: 3518: 3517: 3516:. But, not all 3430: 3425: 3424: 3381: 3362: 3349: 3344: 3343: 3318: 3317: 3285: 3280: 3279: 3246: 3245: 3224: 3219: 3218: 3193:) pointer. Any 3166: 3165: 3144: 3139: 3138: 3117: 3112: 3111: 3090: 3071: 3058: 3053: 3052: 3033: 3009:: 2957: 2956: 2937: 2936: 2917: 2916: 2897: 2896: 2871: 2870: 2851: 2850: 2831: 2830: 2811: 2810: 2791: 2790: 2787:left-t rotation 2767: 2766: 2747: 2746: 2727: 2726: 2690: 2689: 2657: 2656: 2653: 2648: 2635: 2606: 2591: 2570: 2563: 2556: 2531: 2522: 2512: 2505: 2459: 2458: 2433: 2432: 2177: 2172: 2171: 2146: 2145: 2080: 2048: 2047: 2019: 2018: 1993: 1983: 1973: 1968: 1967: 1936: 1926: 1916: 1906: 1896: 1885: 1884: 1859: 1841: 1836: 1821: 1816: 1804: 1799: 1794: 1793: 1766: 1747: 1734: 1723: 1722: 1682:-ary tree with 1664: 1658: 1652:Enumeration of 1615: 1614: 1580: 1579: 1576: 1547: 1536: 1535: 1499: 1493: 1488: 1487: 1455: 1454: 1412: 1407: 1363: 1347: 1336: 1318: 1307: 1286: 1267: 1262: 1261: 1231: 1203: 1192: 1191: 1165: 1106: 1105: 1055: 1054: 1031: 1025: 978: 971: 939: 921: 916: 915: 910:-ary tree with 850: 842: 841: 836:-ary tree with 762: 696: 695: 691: 674: 673: 659: 658: 598: 597: 593: 583: 582: 543: 539: 526: 510: 509: 499: 450: 446: 445: 432: 415: 414: 390: 367: 366: 354: 353: 322: 299: 298: 283: 257: 256: 233: 232: 190: 185: 184: 172: 115: 28: 23: 22: 15: 12: 11: 5: 4882: 4880: 4872: 4871: 4866: 4856: 4855: 4849: 4848: 4846: 4845: 4840: 4835: 4830: 4825: 4820: 4815: 4810: 4805: 4800: 4795: 4790: 4785: 4780: 4775: 4770: 4765: 4759: 4757: 4753: 4752: 4750: 4749: 4744: 4739: 4734: 4729: 4724: 4719: 4714: 4709: 4704: 4699: 4694: 4689: 4684: 4667: 4662: 4657: 4652: 4647: 4641: 4639: 4632: 4631: 4629: 4628: 4623: 4618: 4616:Ternary search 4613: 4608: 4603: 4598: 4593: 4587: 4585: 4579: 4578: 4576: 4575: 4570: 4565: 4560: 4555: 4550: 4545: 4540: 4532: 4527: 4522: 4516: 4514: 4508: 4507: 4505: 4504: 4499: 4494: 4489: 4484: 4479: 4474: 4464: 4459: 4454: 4449: 4444: 4439: 4429: 4424: 4419: 4414: 4409: 4404: 4399: 4394: 4389: 4383: 4381: 4365: 4364: 4359: 4357: 4356: 4349: 4342: 4334: 4328: 4327: 4317: 4316:External links 4314: 4313: 4312: 4306: 4290: 4289: 4259: 4248:(1): 100–107. 4229: 4214: 4207: 4187: 4159: 4135: 4114: 4092: 4078: 4058: 4022: 3989: 3988: 3986: 3983: 3982: 3981: 3976: 3971: 3964: 3961: 3920: 3917: 3775:Initialization 3773: 3742: 3739: 3736: 3733: 3730: 3727: 3724: 3720: 3717: 3714: 3711: 3708: 3702: 3699: 3696: 3693: 3690: 3687: 3684: 3681: 3678: 3675: 3672: 3669: 3666: 3663: 3659: 3653: 3648: 3645: 3642: 3638: 3632: 3627: 3624: 3621: 3617: 3592: 3589: 3586: 3583: 3580: 3577: 3574: 3571: 3568: 3565: 3562: 3559: 3556: 3543:sequences of 3530: 3526: 3476: 3473: 3470: 3467: 3464: 3461: 3458: 3455: 3452: 3449: 3446: 3443: 3440: 3437: 3433: 3394: 3391: 3388: 3384: 3380: 3377: 3374: 3369: 3365: 3361: 3356: 3352: 3331: 3328: 3325: 3292: 3288: 3259: 3256: 3253: 3231: 3227: 3182: 3179: 3176: 3173: 3151: 3147: 3124: 3120: 3097: 3093: 3089: 3086: 3083: 3078: 3074: 3070: 3065: 3061: 2984: 2964: 2944: 2924: 2904: 2884: 2881: 2878: 2858: 2838: 2818: 2798: 2774: 2754: 2734: 2706: 2703: 2700: 2697: 2673: 2670: 2667: 2664: 2652: 2649: 2633: 2604: 2589: 2568: 2561: 2554: 2529: 2517: 2510: 2503: 2495: 2472: 2469: 2466: 2446: 2443: 2440: 2397: 2396: 2393: 2390: 2387: 2384: 2380: 2379: 2376: 2373: 2370: 2367: 2363: 2362: 2359: 2356: 2353: 2350: 2346: 2345: 2342: 2339: 2336: 2333: 2329: 2328: 2325: 2322: 2319: 2316: 2312: 2311: 2308: 2305: 2302: 2299: 2295: 2294: 2291: 2288: 2285: 2282: 2278: 2277: 2274: 2271: 2268: 2265: 2261: 2260: 2257: 2254: 2251: 2248: 2244: 2243: 2240: 2237: 2234: 2231: 2227: 2226: 2223: 2220: 2217: 2214: 2189: 2184: 2180: 2159: 2156: 2153: 2129: 2126: 2123: 2120: 2117: 2114: 2110: 2107: 2104: 2101: 2098: 2095: 2092: 2087: 2083: 2077: 2074: 2071: 2066: 2063: 2060: 2056: 2035: 2032: 2029: 2026: 2000: 1996: 1990: 1986: 1980: 1976: 1951: 1948: 1943: 1939: 1933: 1929: 1923: 1919: 1913: 1909: 1903: 1899: 1895: 1892: 1866: 1862: 1854: 1851: 1848: 1844: 1839: 1835: 1828: 1824: 1819: 1811: 1807: 1802: 1779: 1776: 1773: 1769: 1765: 1762: 1759: 1754: 1750: 1746: 1741: 1737: 1733: 1730: 1660:Main article: 1657: 1650: 1637: 1634: 1631: 1628: 1625: 1622: 1587: 1575: 1572: 1559: 1554: 1550: 1546: 1543: 1517: 1512: 1508: 1505: 1502: 1496: 1474: 1471: 1468: 1465: 1462: 1411: 1408: 1406: 1399: 1378: 1375: 1370: 1366: 1362: 1356: 1353: 1350: 1345: 1342: 1339: 1333: 1327: 1324: 1321: 1316: 1313: 1310: 1304: 1301: 1298: 1293: 1289: 1285: 1282: 1279: 1274: 1270: 1249: 1246: 1243: 1238: 1234: 1230: 1227: 1224: 1221: 1218: 1215: 1210: 1206: 1202: 1199: 1164: 1157: 1144: 1141: 1138: 1135: 1132: 1129: 1124: 1121: 1116: 1113: 1093: 1090: 1085: 1082: 1077: 1074: 1071: 1068: 1065: 1062: 1029:tree traversal 1027:Main article: 1024: 1017: 1016: 1015: 1012:Catalan number 996: 991: 987: 984: 981: 975: 969: 963: 960: 957: 954: 951: 948: 945: 942: 938: 933: 928: 924: 904: 892: 889: 886: 883: 880: 877: 874: 871: 868: 865: 862: 857: 853: 849: 818: 815: 812: 809: 806: 802: 798: 795: 792: 789: 786: 783: 780: 777: 774: 769: 765: 761: 758: 755: 751: 747: 744: 741: 738: 735: 732: 729: 726: 723: 720: 717: 714: 711: 708: 703: 699: 694: 690: 687: 684: 681: 657: 653: 649: 646: 643: 640: 637: 634: 631: 628: 625: 622: 619: 616: 613: 610: 605: 601: 596: 592: 589: 586: 584: 581: 578: 574: 570: 567: 564: 561: 558: 555: 552: 549: 546: 542: 538: 533: 529: 525: 522: 519: 516: 513: 511: 506: 502: 498: 495: 492: 489: 486: 483: 480: 477: 474: 471: 468: 463: 460: 457: 453: 449: 447: 441: 438: 435: 430: 427: 422: 418: 411: 408: 405: 399: 396: 393: 388: 385: 380: 377: 374: 370: 363: 361: 351: 350: 331: 328: 325: 320: 317: 312: 309: 306: 302: 295: 290: 286: 280: 275: 272: 269: 265: 251:in a complete 240: 229: 222: 211: 197: 193: 171: 166:Properties of 164: 163: 162: 135: 114: 107: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 4881: 4870: 4867: 4865: 4862: 4861: 4859: 4844: 4841: 4839: 4836: 4834: 4831: 4829: 4826: 4824: 4821: 4819: 4816: 4814: 4811: 4809: 4806: 4804: 4801: 4799: 4796: 4794: 4793:Hash calendar 4791: 4789: 4786: 4784: 4781: 4779: 4776: 4774: 4771: 4769: 4766: 4764: 4761: 4760: 4758: 4754: 4748: 4745: 4743: 4740: 4738: 4735: 4733: 4730: 4728: 4725: 4723: 4720: 4718: 4715: 4713: 4710: 4708: 4705: 4703: 4700: 4698: 4695: 4693: 4690: 4688: 4685: 4682: 4680: 4674: 4672: 4668: 4666: 4663: 4661: 4658: 4656: 4653: 4651: 4648: 4646: 4643: 4642: 4640: 4637: 4633: 4627: 4624: 4622: 4619: 4617: 4614: 4612: 4609: 4607: 4604: 4602: 4599: 4597: 4594: 4592: 4589: 4588: 4586: 4584: 4580: 4574: 4571: 4569: 4568:van Emde Boas 4566: 4564: 4561: 4559: 4558:Skew binomial 4556: 4554: 4551: 4549: 4546: 4544: 4541: 4539: 4537: 4533: 4531: 4528: 4526: 4523: 4521: 4518: 4517: 4515: 4513: 4509: 4503: 4500: 4498: 4495: 4493: 4490: 4488: 4485: 4483: 4480: 4478: 4475: 4473: 4469: 4465: 4463: 4460: 4458: 4455: 4453: 4450: 4448: 4445: 4443: 4440: 4438: 4437:Binary search 4434: 4430: 4428: 4425: 4423: 4420: 4418: 4415: 4413: 4410: 4408: 4405: 4403: 4400: 4398: 4395: 4393: 4390: 4388: 4385: 4384: 4382: 4379: 4375: 4370: 4366: 4362: 4355: 4350: 4348: 4343: 4341: 4336: 4335: 4332: 4326: 4324: 4320: 4319: 4315: 4309: 4307:3-7643-4253-6 4303: 4299: 4294: 4293: 4285: 4281: 4277: 4273: 4266: 4264: 4260: 4255: 4251: 4247: 4243: 4236: 4234: 4230: 4225: 4218: 4215: 4210: 4204: 4200: 4199: 4191: 4188: 4183: 4177: 4162: 4160:9780262046305 4156: 4152: 4148: 4147: 4139: 4136: 4131: 4125: 4117: 4111: 4107: 4103: 4096: 4093: 4081: 4075: 4071: 4070: 4062: 4059: 4054: 4048: 4033: 4029: 4025: 4019: 4015: 4011: 4007: 4003: 4002: 3994: 3991: 3984: 3980: 3977: 3975: 3972: 3970: 3967: 3966: 3962: 3957: 3953: 3951: 3947: 3943: 3938: 3934: 3930: 3926: 3918: 3915: 3912: 3908: 3904: 3901: 3897: 3894: 3890: 3886: 3883: 3879: 3875: 3872: 3868: 3864: 3860: 3857: 3853: 3849: 3846: 3842: 3838: 3835: 3831: 3827: 3824: 3820: 3816: 3812: 3808: 3804: 3800: 3796: 3792: 3788: 3784: 3780: 3776: 3772: 3770: 3766: 3762: 3758: 3753: 3740: 3737: 3734: 3731: 3728: 3725: 3718: 3715: 3712: 3709: 3706: 3700: 3697: 3694: 3691: 3685: 3682: 3679: 3670: 3667: 3664: 3657: 3651: 3646: 3643: 3640: 3636: 3630: 3625: 3622: 3619: 3615: 3606: 3590: 3587: 3581: 3578: 3575: 3569: 3563: 3560: 3557: 3546: 3528: 3524: 3515: 3511: 3507: 3503: 3498: 3496: 3492: 3474: 3471: 3468: 3465: 3459: 3456: 3453: 3444: 3441: 3438: 3431: 3422: 3418: 3414: 3410: 3392: 3389: 3386: 3382: 3378: 3375: 3372: 3367: 3363: 3359: 3354: 3350: 3329: 3326: 3323: 3314: 3312: 3308: 3290: 3286: 3277: 3273: 3257: 3254: 3251: 3229: 3225: 3216: 3212: 3208: 3204: 3200: 3196: 3177: 3171: 3149: 3145: 3122: 3118: 3095: 3091: 3087: 3084: 3081: 3076: 3072: 3068: 3063: 3059: 3050: 3046: 3042: 3038: 3032: 3029: 3026: 3023: 3019: 3015: 3012: 3008: 3004: 3001: 2997: 2993: 2990: 2987: 2980: 2976: 2962: 2942: 2922: 2902: 2882: 2879: 2876: 2856: 2836: 2816: 2796: 2788: 2785:-th child, a 2772: 2752: 2732: 2724: 2720: 2701: 2695: 2687: 2668: 2662: 2650: 2647: 2644: 2640: 2636: 2629: 2625: 2621: 2617: 2614: 2611: 2607: 2600: 2596: 2592: 2586: 2582: 2578: 2575: 2571: 2564: 2557: 2550: 2546: 2543: 2540:finished 2539: 2536: 2532: 2526: 2520: 2516: 2509: 2502: 2498: 2494: 2488: 2484: 2470: 2467: 2464: 2444: 2441: 2438: 2430: 2422: 2418: 2411: 2407: 2404: 2394: 2391: 2388: 2385: 2382: 2381: 2377: 2374: 2371: 2368: 2365: 2364: 2360: 2357: 2354: 2351: 2348: 2347: 2343: 2340: 2337: 2334: 2331: 2330: 2326: 2323: 2320: 2317: 2314: 2313: 2309: 2306: 2303: 2300: 2297: 2296: 2292: 2289: 2286: 2283: 2280: 2279: 2275: 2272: 2269: 2266: 2263: 2262: 2258: 2255: 2252: 2249: 2246: 2245: 2241: 2238: 2235: 2232: 2229: 2228: 2224: 2221: 2218: 2215: 2212: 2211: 2208: 2206: 2201: 2187: 2182: 2178: 2157: 2154: 2151: 2143: 2127: 2124: 2121: 2118: 2115: 2108: 2102: 2099: 2096: 2090: 2085: 2081: 2075: 2072: 2069: 2064: 2061: 2058: 2054: 2030: 2024: 2016: 2015:zero sequence 1998: 1994: 1988: 1984: 1978: 1974: 1965: 1949: 1946: 1941: 1937: 1931: 1927: 1921: 1917: 1911: 1907: 1901: 1897: 1893: 1890: 1882: 1864: 1860: 1852: 1849: 1846: 1842: 1837: 1833: 1826: 1822: 1817: 1809: 1805: 1800: 1777: 1774: 1771: 1767: 1763: 1760: 1757: 1752: 1748: 1744: 1739: 1735: 1731: 1728: 1720: 1716: 1708: 1704: 1699: 1695: 1693: 1689: 1685: 1681: 1677: 1673: 1669: 1663: 1655: 1651: 1649: 1632: 1629: 1626: 1620: 1608: 1603: 1599: 1585: 1574:Pointer-based 1573: 1571: 1552: 1548: 1541: 1533: 1529: 1515: 1510: 1506: 1503: 1500: 1494: 1472: 1469: 1466: 1463: 1460: 1452: 1448: 1444: 1440: 1436: 1432: 1428: 1421: 1416: 1409: 1404: 1400: 1398: 1396: 1390: 1376: 1373: 1368: 1364: 1360: 1354: 1351: 1348: 1343: 1340: 1337: 1331: 1325: 1322: 1319: 1314: 1311: 1308: 1302: 1299: 1296: 1291: 1287: 1283: 1280: 1277: 1272: 1268: 1244: 1241: 1236: 1232: 1225: 1222: 1216: 1213: 1208: 1204: 1197: 1189: 1185: 1181: 1174: 1169: 1162: 1158: 1156: 1139: 1136: 1133: 1130: 1122: 1119: 1083: 1080: 1072: 1069: 1066: 1063: 1052: 1048: 1044: 1040: 1036: 1033:Traversing a 1030: 1022: 1018: 1013: 989: 985: 982: 979: 967: 961: 958: 955: 949: 946: 943: 936: 931: 926: 922: 913: 909: 905: 884: 881: 875: 872: 869: 860: 855: 851: 839: 835: 831: 830: 829: 816: 810: 807: 804: 800: 796: 793: 790: 784: 781: 775: 772: 767: 763: 756: 753: 749: 745: 742: 736: 733: 730: 727: 721: 718: 715: 706: 701: 697: 692: 688: 685: 682: 679: 655: 651: 647: 644: 638: 635: 632: 629: 623: 620: 617: 608: 603: 599: 594: 590: 587: 579: 576: 572: 568: 565: 562: 559: 553: 550: 547: 540: 536: 531: 527: 523: 520: 517: 514: 504: 500: 496: 493: 490: 487: 484: 478: 475: 472: 466: 461: 458: 455: 451: 439: 436: 433: 428: 425: 420: 416: 409: 406: 403: 397: 394: 391: 386: 383: 378: 375: 372: 368: 348: 329: 326: 323: 318: 315: 310: 307: 304: 300: 293: 288: 284: 278: 273: 270: 267: 263: 255:-ary tree is 254: 238: 230: 227: 223: 220: 216: 212: 195: 191: 182: 178: 174: 173: 169: 165: 160: 156: 152: 150: 144: 142: 136: 133: 129: 125: 123: 117: 116: 112: 108: 106: 104: 101:is one where 100: 96: 92: 88: 84: 80: 76: 74: 69: 67: 62: 60: 55: 51: 49: 44: 37: 32: 19: 4678: 4670: 4535: 4468:Left-leaning 4374:dynamic sets 4369:Search trees 4322: 4297: 4275: 4271: 4245: 4241: 4223: 4217: 4197: 4190: 4164:. Retrieved 4150: 4145: 4138: 4105: 4101: 4095: 4083:. Retrieved 4068: 4061: 4035:. Retrieved 4008:: Springer. 4005: 4000: 3993: 3936: 3928: 3924: 3922: 3913: 3910: 3906: 3902: 3899: 3895: 3892: 3888: 3884: 3881: 3877: 3873: 3870: 3866: 3862: 3858: 3855: 3851: 3847: 3844: 3840: 3836: 3833: 3829: 3825: 3822: 3818: 3814: 3810: 3806: 3802: 3798: 3794: 3790: 3786: 3782: 3778: 3774: 3768: 3764: 3760: 3756: 3754: 3604: 3544: 3513: 3509: 3505: 3501: 3499: 3494: 3490: 3420: 3416: 3412: 3408: 3315: 3310: 3306: 3275: 3271: 3214: 3210: 3206: 3202: 3198: 3194: 3048: 3044: 3040: 3036: 3034: 3030: 3027: 3024: 3021: 3017: 3013: 3010: 3006: 3002: 2999: 2995: 2991: 2988: 2985: 2786: 2722: 2718: 2685: 2654: 2645: 2642: 2638: 2631: 2627: 2623: 2619: 2615: 2612: 2609: 2602: 2598: 2594: 2587: 2584: 2580: 2576: 2573: 2572:βˆ’ 1 2566: 2559: 2552: 2548: 2544: 2541: 2537: 2534: 2533:= 0 for all 2527: 2524: 2518: 2514: 2507: 2500: 2496: 2492: 2428: 2426: 2415: 2402: 2400: 2204: 2202: 2141: 2014: 1963: 1880: 1718: 1714: 1711: 1706: 1702: 1691: 1687: 1683: 1679: 1675: 1671: 1667: 1665: 1653: 1612: 1606: 1577: 1486: 1450: 1446: 1442: 1438: 1426: 1425: 1419: 1402: 1394: 1391: 1187: 1183: 1179: 1177: 1172: 1160: 1050: 1046: 1042: 1038: 1034: 1032: 1020: 1010:(which is a 911: 907: 837: 833: 352: 346: 252: 225: 218: 214: 180: 176: 167: 154: 153:) is a full 148: 146: 140: 138: 131: 127: 121: 119: 110: 102: 99:ternary tree 94: 89:children. A 86: 83:ordered tree 79:arborescence 77:tree) is an 72: 71: 65: 64: 58: 57: 53: 47: 46: 43:graph theory 40: 35: 4768:Exponential 4756:Other trees 3979:Binary tree 3919:Application 3411:rotations, 3278:denoted by 2998:: 2601:βˆ’ 1) βˆ’ sum( 1422:in an array 1397:-ary tree. 213:The height 91:binary tree 4858:Categories 4712:Priority R 4462:Palindrome 3985:References 3854:] + 1 3423:=1).Then, 3305:defines a 3199:left-chain 3045:left chain 2608:) 1598:children: 1405:-ary trees 1159:Convert a 170:-ary trees 159:leaf nodes 113:-ary trees 18:K-ary tree 4798:iDistance 4677:implicit 4665:Hilbert R 4660:Cartesian 4543:Fibonacci 4477:Scapegoat 4472:Red–black 4176:cite book 4124:cite book 4047:cite book 3813:NEXT 3811:Procedure 3735:… 3729:∈ 3723:∀ 3713:− 3707:≤ 3698:− 3683:− 3668:− 3637:∑ 3616:∑ 3579:− 3570:⋅ 3561:− 3472:− 3457:− 3442:− 3390:− 3376:… 3342:tuple of 3327:− 3255:− 3085:… 3025:end while 2880:− 2721:ary tree 2497:Procedure 2155:− 2125:− 2119:≤ 2113:∀ 2100:− 2091:≤ 2055:∑ 1947:≡ 1894:≡ 1850:− 1834:… 1775:− 1761:… 1656:ary trees 1630:⋅ 1504:− 1464:⋅ 1374:⁡ 1352:⁡ 1341:⁡ 1332:⋅ 1323:⁡ 1312:⁡ 1297:⁡ 1284:⋅ 1278:⁡ 1242:⁡ 1223:≡ 1214:⁡ 1134:… 1128:⌉ 1115:⌈ 1089:⌋ 1076:⌊ 1070:… 1023:ary trees 983:⋅ 968:⋅ 947:− 914:nodes is 891:⌋ 882:⋅ 873:− 861:⁡ 848:⌊ 840:nodes is 808:⁡ 794:⁡ 773:⁡ 743:− 728:⋅ 719:− 707:⁡ 689:≥ 645:− 630:⋅ 621:− 609:⁡ 591:≥ 560:⋅ 551:− 537:⁡ 524:≥ 485:⋅ 476:− 467:≥ 437:− 426:− 404:≥ 395:− 384:− 327:− 316:− 264:∑ 151:-ary tree 143:-ary tree 139:complete 134:children. 124:-ary tree 109:Types of 50:-ary tree 4813:Link/cut 4525:Binomial 4452:Interval 3963:See also 3909:βˆ’ 1 3891:βˆ’ 1 3869:← 0 3832:+ 1 3793:← 0 3316:Let the 3307:codeword 2641:βˆ’ 1 2626:+ 3, …, 2597:+ 1) β‹… ( 1516:⌋ 1495:⌊ 1039:m > 2 750:⌉ 693:⌈ 652:⌉ 595:⌈ 147:perfect 4773:Fenwick 4737:Segment 4636:Spatial 4553:Pairing 4548:Leftist 4470:)  4442:Dancing 4435:)  4433:Optimal 4166:20 July 4085:20 July 4037:20 July 3948:and/or 3839:] > 3031:end for 3028:end for 2547:← max { 175:For an 4823:Merkle 4788:Fusion 4778:Finger 4702:Octree 4692:Metric 4626:Y-fast 4621:X-fast 4611:Suffix 4530:Brodal 4520:Binary 4304:  4205:  4157:  4112:  4076:  4032:708416 4030:  4020:  3946:Octree 3942:B-tree 3911:end if 3865:] 3856:end if 3843:] + 1 3821:+ 1 βˆ’ 3005:= 2... 2994:= 1... 2643:end if 2610:end if 2523:) 1879:where 1707:004433 1445:, its 1435:arrays 1410:Arrays 1260:since 217:of an 126:is an 4833:Range 4803:K-ary 4763:Cover 4606:Radix 4591:Ctrie 4583:Tries 4512:Heaps 4492:Treap 4482:Splay 4447:HTree 4402:(a,b) 4392:2–3–4 4028:S2CID 3861:]] ← 3759:with 3757:m-ary 3309:of a 3209:from 3011:while 2725:with 2622:+ 2, 2579:< 2513:, …, 2499:NEXT( 1964:00433 1950:00433 1047:right 120:full 105:= 3. 45:, an 4838:SPQR 4717:Quad 4645:Ball 4601:Hash 4573:Weak 4563:Skew 4538:-ary 4302:ISBN 4203:ISBN 4182:link 4168:2023 4155:ISBN 4130:link 4110:ISBN 4087:2023 4074:ISBN 4053:link 4039:2023 4018:ISBN 3950:trie 3893:else 3882:then 3850:] ← 3845:then 3809:βˆ’ 1 3801:βˆ’ 1 3512:and 3272:null 3205:for 2765:its 2585:then 2583:βˆ’ 1 2542:else 2538:then 2457:and 2395:000 2378:001 2361:002 2344:003 2327:004 2310:005 2293:006 2276:010 2259:011 2242:012 2225:013 1045:and 1043:left 577:> 497:> 410:> 75:-way 68:-ary 61:-ary 4843:Top 4697:MVP 4655:BSP 4407:AVL 4387:2–3 4280:doi 4250:doi 4010:doi 3914:end 3900:sum 3874:sum 3819:sum 3815:sum 3791:sum 3491:L-t 3417:L-m 3413:L-3 3409:L-2 3213:to 3047:of 3039:at 3000:for 2989:for 2915:to 2789:at 2646:end 2613:for 2593:← ( 2392:014 2389:040 2386:112 2383:201 2375:015 2372:041 2369:113 2366:202 2358:020 2355:042 2352:114 2349:203 2341:021 2338:100 2335:120 2332:204 2324:022 2321:101 2318:121 2315:210 2307:023 2304:102 2301:122 2298:211 2290:024 2287:103 2284:123 2281:212 2273:030 2270:104 2267:130 2264:213 2256:031 2253:105 2250:131 2247:220 2239:032 2236:110 2233:132 2230:221 2222:033 2219:111 2216:200 2213:222 1966:is 1692:n=6 1609:=4. 1433:in 1420:m=3 1365:log 1349:log 1338:log 1320:log 1309:log 1288:log 1269:log 1233:log 1205:log 1173:m=6 852:log 805:log 791:log 764:log 698:log 600:log 528:log 70:or 41:In 36:m=5 4860:: 4828:PQ 4742:VP 4732:R* 4727:R+ 4707:PH 4681:-d 4673:-d 4650:BK 4497:UB 4422:B* 4417:B+ 4397:AA 4276:52 4274:. 4262:^ 4246:35 4244:. 4232:^ 4178:}} 4174:{{ 4126:}} 4122:{{ 4049:}} 4045:{{ 4026:. 4016:. 3952:. 3944:, 3905:← 3898:← 3887:← 3880:] 3876:= 3871:if 3834:if 3828:← 3817:← 3797:← 3781:β‹…( 3605:m- 3497:. 3311:m- 3195:m- 3035:A 2719:m- 2686:m- 2637:← 2618:← 2574:if 2565:← 2551:| 2525:if 2521:βˆ’1 2506:, 2128:1. 1938:10 1928:10 1918:10 1908:10 1898:10 1861:10 1838:10 1818:10 1801:10 1721:. 1715:m- 1672:m- 1654:m- 1648:. 1570:. 1389:. 1188:m- 1180:m- 1021:m- 1014:). 349:is 215:h 137:A 118:A 63:, 4747:X 4722:R 4687:M 4683:) 4679:k 4675:( 4671:k 4536:d 4487:T 4466:( 4431:( 4427:B 4412:B 4380:) 4376:/ 4372:( 4353:e 4346:t 4339:v 4323:N 4310:. 4286:. 4282:: 4256:. 4252:: 4211:. 4184:) 4170:. 4132:) 4118:. 4089:. 4055:) 4041:. 4012:: 3937:m 3929:m 3925:m 3907:m 3903:j 3896:p 3889:j 3885:j 3878:p 3867:c 3863:p 3859:p 3852:p 3848:p 3841:p 3837:p 3830:c 3826:c 3823:c 3807:n 3799:m 3795:j 3787:n 3783:k 3779:n 3769:m 3765:n 3761:n 3741:. 3738:n 3732:0 3726:j 3719:, 3716:j 3710:n 3701:1 3695:t 3692:+ 3689:) 3686:1 3680:m 3677:( 3674:) 3671:1 3665:i 3662:( 3658:c 3652:m 3647:2 3644:= 3641:t 3631:n 3626:j 3623:= 3620:i 3591:1 3588:+ 3585:) 3582:1 3576:m 3573:( 3567:) 3564:1 3558:n 3555:( 3545:m 3529:i 3525:c 3514:n 3510:m 3506:m 3502:m 3495:i 3475:1 3469:t 3466:+ 3463:) 3460:1 3454:m 3451:( 3448:) 3445:1 3439:i 3436:( 3432:c 3421:i 3393:1 3387:m 3383:c 3379:, 3373:, 3368:2 3364:c 3360:, 3355:1 3351:c 3330:1 3324:m 3291:i 3287:c 3276:i 3258:1 3252:m 3230:i 3226:x 3215:m 3211:2 3207:t 3181:] 3178:1 3175:[ 3172:m 3150:n 3146:x 3123:1 3119:x 3096:n 3092:x 3088:, 3082:, 3077:2 3073:x 3069:, 3064:1 3060:x 3049:T 3041:d 3022:i 3018:i 3014:t 3007:m 3003:t 2996:n 2992:i 2963:d 2943:d 2923:a 2903:d 2883:1 2877:m 2857:a 2837:b 2817:d 2797:a 2773:t 2753:d 2733:a 2723:T 2705:) 2702:1 2699:( 2696:O 2672:) 2669:1 2666:( 2663:O 2639:k 2634:j 2632:s 2628:n 2624:i 2620:i 2616:j 2605:j 2603:s 2599:m 2595:i 2590:i 2588:s 2581:n 2577:i 2569:i 2567:s 2562:i 2560:s 2555:i 2553:s 2549:i 2545:i 2535:i 2530:i 2528:s 2519:n 2515:s 2511:2 2508:s 2504:1 2501:s 2471:4 2468:= 2465:n 2445:3 2442:= 2439:m 2429:m 2205:3 2188:h 2183:t 2179:n 2158:1 2152:n 2142:m 2122:n 2116:j 2109:j 2106:) 2103:1 2097:m 2094:( 2086:i 2082:s 2076:j 2073:= 2070:i 2065:1 2062:= 2059:i 2034:) 2031:1 2028:( 2025:O 1999:2 1995:3 1989:1 1985:4 1979:2 1975:0 1942:3 1932:4 1922:4 1912:0 1902:0 1881:j 1865:j 1853:1 1847:n 1843:s 1827:2 1823:s 1810:1 1806:s 1778:1 1772:n 1768:s 1764:, 1758:, 1753:2 1749:s 1745:, 1740:1 1736:s 1732:= 1729:S 1684:n 1680:m 1668:m 1636:) 1633:n 1627:m 1624:( 1621:O 1607:m 1586:m 1558:) 1553:n 1549:m 1545:( 1542:O 1511:m 1507:1 1501:i 1473:c 1470:+ 1467:i 1461:m 1451:m 1447:c 1443:i 1439:m 1427:m 1403:m 1395:m 1377:n 1369:2 1361:= 1355:m 1344:n 1326:2 1315:m 1303:= 1300:n 1292:m 1281:m 1273:2 1248:) 1245:n 1237:2 1229:( 1226:O 1220:) 1217:n 1209:m 1201:( 1198:O 1184:m 1161:m 1143:} 1140:m 1137:, 1131:, 1123:2 1120:m 1112:{ 1092:} 1084:2 1081:m 1073:, 1067:, 1064:1 1061:{ 1051:m 1035:m 995:) 990:n 986:n 980:m 974:( 962:1 959:+ 956:n 953:) 950:1 944:m 941:( 937:1 932:= 927:n 923:C 912:n 908:m 903:. 888:) 885:n 879:) 876:1 870:m 867:( 864:( 856:m 838:n 834:m 817:. 814:) 811:m 801:/ 797:n 788:( 785:O 782:= 779:) 776:n 768:m 760:( 757:O 754:= 746:1 740:) 737:1 734:+ 731:N 725:) 722:1 716:m 713:( 710:( 702:m 686:h 683:= 680:D 656:. 648:1 642:) 639:1 636:+ 633:N 627:) 624:1 618:m 615:( 612:( 604:m 588:h 580:h 573:) 569:1 566:+ 563:N 557:) 554:1 548:m 545:( 541:( 532:m 521:1 518:+ 515:h 505:h 501:m 494:1 491:+ 488:N 482:) 479:1 473:m 470:( 462:1 459:+ 456:h 452:m 440:1 434:m 429:1 421:h 417:m 407:N 398:1 392:m 387:1 379:1 376:+ 373:h 369:m 347:h 330:1 324:m 319:1 311:1 308:+ 305:h 301:m 294:= 289:i 285:m 279:h 274:0 271:= 268:i 253:m 239:N 226:D 219:m 210:. 196:h 192:m 181:h 177:m 168:m 155:m 149:m 141:m 132:m 128:m 122:m 111:m 103:m 95:m 87:m 73:k 66:k 59:n 54:m 48:m 20:)

Index

K-ary tree

graph theory
arborescence
ordered tree
binary tree
ternary tree
leaf nodes
Catalan number
tree traversal


implicit data structure
arrays
locality of reference

Enumerative Combinatorics
3-ary tree with bit sequence of 1110000100010001000 and Simple Zero Sequence of 004433




English alphabet
B-tree
Octree
trie

Branching factor
Left-child right-sibling binary tree
Binary tree

Text is available under the Creative Commons Attribution-ShareAlike License. Additional terms may apply.

↑