Self-Balancing Trees Insertion: Difference between revisions

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== Time Complexity graph ==  
== Time Complexity Graph ==  


[[File:Self-Balancing Trees Insertion - Time.png|1000px]]
[[File:Self-Balancing Trees Insertion - Time.png|1000px]]


== Space Complexity graph ==  
== Space Complexity Graph ==  


[[File:Self-Balancing Trees Insertion - Space.png|1000px]]
[[File:Self-Balancing Trees Insertion - Space.png|1000px]]


== Pareto Decades graph ==  
== Pareto Frontier Improvements Graph ==  


[[File:Self-Balancing Trees Insertion - Pareto Frontier.png|1000px]]
[[File:Self-Balancing Trees Insertion - Pareto Frontier.png|1000px]]

Revision as of 13:05, 15 February 2023

Description

Insert a given element into 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 $O(logn)$ $O({1})$ Exact Deterministic
Guibas, Sedgewick Red-Black Tree 1972 $O(logn)$ $O({1})$ 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))? $O(b)$? Exact Deterministic
Scapegoat Tree 1989 $O(n)$ $O({1})$? Exact Deterministic Time
Treap 1989 $O(n)$ $O({1})$? Exact Randomized Time

Time Complexity Graph

Self-Balancing Trees Insertion - Time.png

Space Complexity Graph

Self-Balancing Trees Insertion - Space.png

Pareto Frontier Improvements Graph

Self-Balancing Trees Insertion - Pareto Frontier.png