3-Dimensional Poisson Problem: Difference between revisions

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[[File:Poisson Problem - 3-Dimensional Poisson Problem - Time.png|1000px]]
[[File:Poisson Problem - 3-Dimensional Poisson Problem - Time.png|1000px]]
== Space Complexity Graph ==
[[File:Poisson Problem - 3-Dimensional Poisson Problem - Space.png|1000px]]
== Time-Space Tradeoff ==
[[File:Poisson Problem - 3-Dimensional Poisson Problem - Pareto Frontier.png|1000px]]

Latest revision as of 10:09, 28 April 2023

Description

Given $f$, solve for $u$ in the 3-dimensional Poisson equation:

$u_{xx} + u_{yy} + u_{zz} = f(x,y,z)$

Related Problems

Related: 2-Dimensional Poisson Problem

Parameters

$n$: dimension of grid (where grid is discretized)

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
5-point star Cramer's rule 1945 $O({5}^{(n^{3})$}) $O({5}^{(n^{3})})$ for sure, $O(n^{3})$ possibly??? (if super conservative) Exact Deterministic
5-point Gauss elimination 1945 $O(n^{7})$ $O(n^{6})$ Exact Deterministic
5-point Gauss Seidel iteration 1945 $O(n^{5} \log n)$ $O(n^{3})$? Exact Deterministic
5-point SOR iteration 1954 $O(n^{4} \log n)$ $O(n^{3})$? Exact Deterministic
5-point ADI iteration 1955 $O(n^{3} \log^{2} n)$ $O(n^{3})$? Exact Deterministic
9-point SOR iteration 1956 $O(n^{4})$ $O(n^{3})$? Exact Deterministic
9-point Tensor product 1964 $O(n^{4})$ $O(n^{3})$? Exact Deterministic Time
9-point ADI iteration 1965 $O(n^{3} \log n)$ $O(n^{3})$? Exact Deterministic
5-point FFT 1965 $O(n^{3} \log n)$ $O(n^{3})$? Exact Deterministic
9-point ADI iteration + smooth guess 1969 $O(n^{3} \log n)$ $O(n^{3})$? Exact Deterministic
5-point cyclic reduction 1970 $O(n^{3} \log n)$ $O(n^{3})$? Exact Deterministic
9-point FFT 1978 $O(n^{3} \log n)$ $O(n^{3})$? Exact Deterministic

Time Complexity Graph

Poisson Problem - 3-Dimensional Poisson Problem - Time.png