Multiplication: Difference between revisions

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


[[File:Multiplication - Time.png|1000px]]
[[File:Multiplication - Time.png|1000px]]


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


[[File:Multiplication - Space.png|1000px]]
[[File:Multiplication - Space.png|1000px]]


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


[[File:Multiplication - Pareto Frontier.png|1000px]]
[[File:Multiplication - Pareto Frontier.png|1000px]]

Revision as of 14:04, 15 February 2023

Description

Multiplication is one of the four elementary mathematical operations of arithmetic; with the others being addition; subtraction and division. Given two $n$-bit integers, compute their product, which should be a $2n$-bit integer.

Parameters

n: length of one of the integers, in bits

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Karatsuba Algorithm 1962 $O(n^{1.{5}8})$ $O(n)$ auxiliary Exact Deterministic Time
Toom-3 1969 $O(n^{1.{4}6})$ $O(n)$ auxiliary Exact Deterministic Time
Long Multiplication 1940 $O(n^{2})$ $O(n)$ auxiliary Exact Deterministic
Schönhage–Strassen algorithm 1971 $O(n logn loglogn)$ $O(n)$ auxiliary? Exact Deterministic Time
Furer's algorithm 2007 $O(nlogn {2}^{O(log*n)$}) $O(n)$ auxiliary? Exact Deterministic Time
De 2008 $O(nlogn {2}^{O(log*n)$}) $O(n)$ auxiliary? Exact Deterministic Time
Harvey; Hoeven 2019 $O(nlogn)$ $O(n)$ auxiliary?? Exact Deterministic Time
Harvey; Hoeven; Lecerf 2015 $O(nlogn {2}^{({3}log*n)$}) $O(n)$ auxiliary?? Exact Deterministic Time
Covanov and Thomé 2015 $O(nlogn {2}^{O(log*n)$}) $O(n)$ auxiliary?? Exact Deterministic Time
Covanov and Thomé 2016 $O(nlogn {2}^{({3}log*n)$}) $O(n)$ auxiliary?? Exact Deterministic Time
Harvey; Hoeven; Lecerf 2018 $O(nlogn {2}^{({2}log*n)$}) $O(n)$ auxiliary?? Exact Deterministic Time

Time Complexity Graph

Multiplication - Time.png

Space Complexity Graph

Multiplication - Space.png

Pareto Frontier Improvements Graph

Multiplication - Pareto Frontier.png

References/Citation

https://hal.archives-ouvertes.fr/hal-02070778