Self-Balancing Trees Search: Difference between revisions

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== Parameters ==  
== Parameters ==  


n: size of tree
$n$: size of tree


== Table of Algorithms ==  
== Table of Algorithms ==  
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| [[Hopcroft 2-3 Tree ( Self-Balancing Trees Search)|Hopcroft 2-3 Tree]] || 1970 || $O(logn)$ || $O({1})$ || Exact || Deterministic ||   
| [[Hopcroft 2-3 Tree ( Self-Balancing Trees Search)|Hopcroft 2-3 Tree]] || 1970 || $O(\log n)$ || $O({1})$ || Exact || Deterministic ||   
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| [[Guibas, Sedgewick Red-Black Tree ( Self-Balancing Trees Search)|Guibas, Sedgewick Red-Black Tree]] || 1972 || $O(logn)$ || $O({1})$ || Exact || Deterministic || [https://ieeexplore.ieee.org/document/4567957 Time]
| [[Guibas, Sedgewick Red-Black Tree ( Self-Balancing Trees Search)|Guibas, Sedgewick Red-Black Tree]] || 1972 || $O(\log n)$ || $O({1})$ || Exact || Deterministic || [https://ieeexplore.ieee.org/document/4567957 Time]
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| [[AVL Tree ( Self-Balancing Trees Search)|AVL Tree]] || 1962 || $O(logn)$ || $O({1})$ || Exact || Deterministic ||   
| [[AVL Tree ( Self-Balancing Trees Search)|AVL Tree]] || 1962 || $O(logn)$ || $O({1})$ || Exact || Deterministic ||   

Revision as of 09:24, 10 April 2023

Description

Search for a given element within a self-balancing tree.

Parameters

$n$: size of tree

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Hopcroft 2-3 Tree 1970 $O(\log n)$ $O({1})$ Exact Deterministic
Guibas, Sedgewick Red-Black Tree 1972 $O(\log n)$ $O({1})$ Exact Deterministic Time
AVL Tree 1962 $O(logn)$ $O({1})$ Exact Deterministic
Tarjan Splay Tree 1985 $O(n)$ $O({1})$ Exact Deterministic
Bayer, McCreight B-Tree 1970 $O(b*log(n)$/log(b))? $O({1})$ Exact Deterministic
Scapegoat Tree 1989 $O(nlogn)$ $O({1})$? Exact Deterministic Time
Treap 1989 $O(n)$ $O({1})$? Exact Randomized Time
Tango Tree 2004 $O((k+{1})$log(log(n))) Exact Deterministic Time

Time Complexity Graph

Self-Balancing Trees Search - Time.png

Space Complexity Graph

Self-Balancing Trees Search - Space.png

Time-Space Tradeoff

Self-Balancing Trees Search - Pareto Frontier.png