Iteration/Root finding algorithm

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Homework Help Overview

The discussion revolves around a root-finding algorithm related to a cubic equation and its iterative solution. Participants are exploring convergence properties and uniqueness of solutions within the context of the problem.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the need for the sequence to be contractive for convergence and question how to demonstrate the uniqueness of the limit. There is also a clarification about the nature of solutions to the cubic equation, with some confusion regarding the interpretation of "only solution."

Discussion Status

The discussion is active, with participants providing insights and clarifications. Some guidance has been offered regarding the limit of the recursion equation, while others are seeking further explanation on specific parts of the problem.

Contextual Notes

There is mention of multiple complex solutions to the equation, which raises questions about the interpretation of the limit and its uniqueness. Participants are also navigating homework constraints and specific problem parts that require further exploration.

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Homework Statement



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The Attempt at a Solution



I've managed to do part a), by factorising the cubic you get when you rearrange the terms. I'm mostly stumped for part b). I know the sequence has to be contractive, otherwise it wouldn't converge. Also, how do I show it's the only solution? Thank you very much!
 
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I'm not sure what you mean by "show it's the only solution". There are, in fact, three (complex) solutions to the equation. What you are asked to do is show that the limit (which, assuming the sequence converges, is unique) does, in fact, satisfy the given equation, not that it is the "only" solution.

Your recursion equation is x_{n+1}= 2x_n/3+ \lambda/(3x_n^2). Take the limit of both sides as n goes to infinity and you have x= 2x/3+ \lambda/3x^2, where x= \lim_{n\to\infty} x_n. Multiply both sides of that by 3x^2.
 
Sorry, I meant how to show that the only possible value for limn→∞xn is cbrt(λ)! Also, if you could explain how to solve ii) of b) that would be great!
 
Bump: Any ideas about b) are welcome.
 

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