LIMIT LAWS FOR LOCAL COUNTERS IN RANDOM BINARY SEARCH-TREES

被引:43
作者
DEVROYE, L
机构
[1] School of Computer Science, McCill University, Montreal, H3A2K6
关键词
BINARY SEARCH TREE; DATA STRUCTURES; PROBABILISTIC ANALYSIS; LIMIT LAW; CONVERGENCE; UNIFORM RANDOM RECURSIVE TREES; RANDOM TREES;
D O I
10.1002/rsa.3240020305
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Limit laws for several quantities in random binary search trees that are related to the local shape of a tree around each node can be obtained very simply by applying central limit theorems for m-dependent random variables. Examples include: the number of leaves (L(n)), the number of nodes with k descendants (k fixed), the number of nodes with no left child, the number of nodes with k left descendants. Some of these results can also be obtained via the theory of urn models, but the present method seems easier to apply.
引用
收藏
页码:303 / 315
页数:13
相关论文
共 28 条
[1]  
Aho A., 1983, DATA STRUCTURES ALGO
[2]  
ALDOUS D, 1990, ASYMPTOTIC FRINGE DI
[3]  
Athreya K., 1972, BRANCHING PROCESSES, DOI DOI 10.1007/978-3-642-65371-1
[4]   ASYMPTOTIC NORMALITY IN THE GENERALIZED POLYA-EGGENBERGER URN MODEL, WITH AN APPLICATION TO COMPUTER-DATA STRUCTURES [J].
BAGCHI, A ;
PAL, AK .
SIAM JOURNAL ON ALGEBRAIC AND DISCRETE METHODS, 1985, 6 (03) :394-405
[5]   CENTRAL LIMIT-THEOREMS UNDER WEAK DEPENDENCE [J].
BRADLEY, RC .
JOURNAL OF MULTIVARIATE ANALYSIS, 1981, 11 (01) :1-16
[6]   MARTINGALE CENTRAL LIMIT THEOREMS [J].
BROWN, BM .
ANNALS OF MATHEMATICAL STATISTICS, 1971, 42 (01) :59-&
[7]   2 CENTRAL LIMIT PROBLEMS FOR DEPENDENT RANDOM-VARIABLES [J].
CHEN, LHY .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1978, 43 (03) :223-243
[8]   A NOTE ON THE HEIGHT OF BINARY SEARCH-TREES [J].
DEVROYE, L .
JOURNAL OF THE ACM, 1986, 33 (03) :489-498
[9]   APPLICATIONS OF THE THEORY OF RECORDS IN THE STUDY OF RANDOM TREES [J].
DEVROYE, L .
ACTA INFORMATICA, 1988, 26 (1-2) :123-130
[10]  
DEVROYE L, 1987, ACTA INFORM, V24, P277, DOI 10.1007/BF00265991