Solutions to Nonlinear Equations: Difference between revisions

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(Created page with "{{DISPLAYTITLE:Solutions to Nonlinear Equations (Solutions to Nonlinear Equations)}} == Description == Compute the solutions to a given nonlinear equation of the form $f(x) = 0$. == Parameters == No parameters found. == Table of Algorithms == {| class="wikitable sortable" style="text-align:center;" width="100%" ! Name !! Year !! Time !! Space !! Approximation Factor !! Model !! Reference |- | Bisection method (Solutions to Nonlinear Equations Solutions to N...")
 
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== Parameters ==  
== Parameters ==  


No parameters found.
$\epsilon$: (additive) tolerance error
 
$a, b$: endpoint values, with $b>a$
 
$n_{max}$: maximum number of iterations$


== Table of Algorithms ==  
== Table of Algorithms ==  
Line 16: Line 20:
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| [[Bisection method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Bisection method]] || -150 || $O(n_max)$ || $O({1})$ || Exact || Deterministic ||   
| [[Bisection method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Bisection method]] || -150 || $O(n_{max})$ || $O({1})$ || Exact || Deterministic ||   
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|-
| [[Regula Falsi method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Regula Falsi method]] || -200 || $O(n_max)$ || $O({1})$ || Exact || Deterministic ||   
| [[Regula Falsi method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Regula Falsi method]] || -200 || $O(n_{max})$ || $O({1})$ || Exact || Deterministic ||   
|-
|-
| [[Secant method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Secant method]] || -1400 || $O(n_max)$ || $O({1})$ || Exact || Deterministic ||   
| [[Secant method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Secant method]] || -1400 || $O(n_{max})$ || $O({1})$ || Exact || Deterministic ||   
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| [[Newton's method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Newton's method]] || 1669 || $O(n_max)$ || $O({1})$ || Exact || Deterministic ||   
| [[Newton's method (Solutions to Nonlinear Equations Solutions to Nonlinear Equations)|Newton's method]] || 1669 || $O(n_{max})$ || $O({1})$ || Exact || Deterministic ||   
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== Time Complexity graph ==  
== Time Complexity Graph ==  


[[File:Solutions to Nonlinear Equations - Time.png|1000px]]
[[File:Solutions to Nonlinear Equations - Time.png|1000px]]
== Space Complexity graph ==
[[File:Solutions to Nonlinear Equations - Space.png|1000px]]
== Pareto Decades graph ==
[[File:Solutions to Nonlinear Equations - Pareto Frontier.png|1000px]]

Latest revision as of 10:12, 28 April 2023

Description

Compute the solutions to a given nonlinear equation of the form $f(x) = 0$.

Parameters

$\epsilon$: (additive) tolerance error

$a, b$: endpoint values, with $b>a$

$n_{max}$: maximum number of iterations$

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Bisection method -150 $O(n_{max})$ $O({1})$ Exact Deterministic
Regula Falsi method -200 $O(n_{max})$ $O({1})$ Exact Deterministic
Secant method -1400 $O(n_{max})$ $O({1})$ Exact Deterministic
Newton's method 1669 $O(n_{max})$ $O({1})$ Exact Deterministic

Time Complexity Graph

Solutions to Nonlinear Equations - Time.png