On Weighted Depths in Random Binary Search Trees

被引:0
|
作者
Aguech, Rafik [1 ]
Amri, Anis [2 ]
Sulzbach, Henning [3 ]
机构
[1] King Saud Univ, Coll Sci, Dept Stat & Operat Res, POB 2455, Riyadh 11451, Saudi Arabia
[2] Univ Monastir, Ave Taher Hadded,BP 56, Monastir 5000, Tunisia
[3] Univ Birmingham, Sch Math, Birmingham B15 2TT, W Midlands, England
关键词
Analysis of algorithm; Data structures; Binary search trees; Central limit theorems; Contraction method; Random probability measures; PATH LENGTHS; QUICKSORT; DISTANCES; HEIGHT;
D O I
10.1007/s10959-017-0773-1
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Following the model introduced by Aguech et al. (Probab Eng Inf Sci 21:133-141, 2007), the weighted depth of a node in a labelled rooted tree is the sum of all labels on the path connecting the node to the root. We analyse weighted depths of nodes with given labels, the last inserted node, nodes ordered as visited by the depth first search process, the weighted path length and the weighted Wiener index in a random binary search tree. We establish three regimes of nodes depending on whether the second-order behaviour of their weighted depths follows from fluctuations of the keys on the path, the depth of the nodes or both. Finally, we investigate a random distribution function on the unit interval arising as scaling limit for weighted depths of nodes with at most one child.
引用
收藏
页码:1929 / 1951
页数:23
相关论文
共 50 条
  • [1] On Weighted Depths in Random Binary Search Trees
    Rafik Aguech
    Anis Amri
    Henning Sulzbach
    Journal of Theoretical Probability, 2018, 31 : 1929 - 1951
  • [2] Extremal weighted path lengths in random binary search trees
    Aguech, Rafik
    Lasmar, Nabil
    Mahmoud, Hosam
    PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, 2007, 21 (01) : 133 - 141
  • [3] DYNAMIC WEIGHTED BINARY SEARCH TREES
    UNTERAUER, K
    ACTA INFORMATICA, 1979, 11 (04) : 341 - 362
  • [4] Patterns in random binary search trees
    Flajolet, P
    Gourdon, X
    Martinez, C
    RANDOM STRUCTURES & ALGORITHMS, 1997, 11 (03) : 223 - 244
  • [5] Distances and finger search in random binary search trees
    Devroye, L
    Neininger, R
    SIAM JOURNAL ON COMPUTING, 2004, 33 (03) : 647 - 658
  • [6] Profiles of Random Trees: Limit Theorems for Random Recursive Trees and Binary Search Trees
    Michael Fuchs
    Hsien-Kuei Hwang
    Ralph Neininger
    Algorithmica, 2006, 46 : 367 - 407
  • [7] Profiles of random trees: Correlation and width of random recursive trees and binary search trees
    Drmota, M
    Hwang, HK
    ADVANCES IN APPLIED PROBABILITY, 2005, 37 (02) : 321 - 341
  • [8] Profiles of random trees: Limit theorems for random recursive trees and binary search trees
    Fuchs, Michael
    Hwang, Hsien-Kuei
    Neininger, Ralph
    ALGORITHMICA, 2006, 46 (3-4) : 367 - 407
  • [9] ON THE GENERATION OF RANDOM BINARY SEARCH-TREES
    DEVROYE, L
    ROBSON, JM
    SIAM JOURNAL ON COMPUTING, 1995, 24 (06) : 1141 - 1156
  • [10] Distribution of distances in random binary search trees
    Mahmoud, HM
    Neininger, R
    ANNALS OF APPLIED PROBABILITY, 2003, 13 (01): : 253 - 276