Fixed Point Iteration Convergence

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Homework Help Overview

The problem involves a system of equations defined for variables x and y, where the goal is to identify a region in the x,y-plane that ensures the convergence of a fixed point iteration method to a unique solution. The original poster expresses uncertainty about the properties required for this region.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants suggest finding bounds on the iteration variables in relation to each other, particularly focusing on conditions that would ensure convergence. There is also a mention of a potential typo in the problem statement that may affect understanding.

Discussion Status

The discussion is ongoing, with participants exploring different approaches to establish bounds and properties necessary for convergence. Some guidance has been offered regarding the need to analyze the relationship between the variables in the iteration process.

Contextual Notes

Participants are working under the constraints of the problem statement and are attempting to clarify the requirements for the region D without having a complete understanding of the necessary properties.

Scootertaj
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Homework Statement


Consider the system
x = \frac{1}{\sqrt{2}} * \sqrt{1+(x+y)^2} - 2/3
y = x = \frac{1}{\sqrt{2}} * \sqrt{1+(x-y)^2} - 2/3

Find a region D in the x,y-plane for which a fixed point iteration

xn+1 = \frac{1}{\sqrt{2}} * \sqrt{1+(x_n + y_n)^2} - 2/3

yn+1 = \frac{1}{\sqrt{2}} * \sqrt{1+(x_n - y_n)^2} - 2/3

is guaranteed to converge to a unique solution for any (x0,y0)\inD

a) State clearly what properties this region must have
b) find a region with these properties and show it has these properties

Homework Equations



Seen above



The Attempt at a Solution


Not really sure where to start.
I don't know, in general, what properties are required.
 
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Try to find bounds on x_(n+1) in terms of x_n ,y_n ( for instance, when it's less than x_n).
 
Eynstone said:
Try to find bounds on x_(n+1) in terms of x_n ,y_n ( for instance, when it's less than x_n).
I'm confused as to where that leads :(.

Also, I realized there is a typo. There shouldn't be an "x =" in the second line.
 
Eynstone said:
Try to find bounds on x_(n+1) in terms of x_n ,y_n ( for instance, when it's less than x_n).
Here is what I tried:

Assume xn<yn.

Then,

yn+1 = \frac{1}{\sqrt{2}}*\sqrt{1+(x_n-y_n)^2}
= \frac{1}{\sqrt{2}} * 1 - 2/3
= \frac{3-2\sqrt{2}}{3\sqrt{2}}

So, y_n+1 bounded above by \frac{3-2\sqrt{2}}{3\sqrt{2}} ?
 
Last edited:
amath.colorado.edu/courses/5600/2005fall/Tests/.../final-96ans.pdf

This problem seems similar (#7) but I don't quite understand it.
 

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