Help with Newton root approximation proof

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Homework Help Overview

The discussion revolves around proving that a sequence defined by Newton's method for approximating roots remains positive. The function in question is \( f(x) = x^2 - b \) with \( b > 0 \) and the initial value \( x_0 = b \). Participants are tasked with showing that \( x_i > 0 \) for all natural numbers \( i \).

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants attempt to calculate the first term of the sequence, \( x_1 \), and express concerns about the possibility of it being negative. There is discussion about the convergence of the sequence to \( \sqrt{b} \) and uncertainty about how to prove the positivity of all terms. Some suggest using proof by induction, while others recommend simplifying the expression for \( x_{i+1} \) using the definitions of \( f \) and its derivative.

Discussion Status

The discussion is ongoing, with participants exploring different approaches to the problem. Some guidance has been offered regarding the simplification of expressions and the generality of the positivity condition for any initial value greater than zero.

Contextual Notes

Participants are working under the assumption that \( b > 0 \) and are questioning the implications of their calculations on the positivity of the sequence. There is an acknowledgment of potential errors in initial calculations, which raises concerns about the validity of their reasoning.

zzmanzz
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Homework Statement



Suppose we have:
## f(x) = x^2 - b ##
## b > 0 ##
## x_0 = b ##

And a sequence is defined by:
## x_{i+1} = x_i - \frac{f(x_i)}{f'(x_i) } ##

prove
## \forall i \in N ( x_i > 0 ) ##

Homework Equations



The Attempt at a Solution


a)Here I tried solving for ## x_1 ## as:
## b > 0 ## given in problem
## x_1 = b - \frac{(b^2 - b)}{2b} = b - \frac{1}{2} b - \frac{1}{2} ##
## x_1 = \frac{1}{2} b -\frac{1}{2} = \frac{1}{2} (b - 1) ##

I think I made a mistake here because it looks like x_1 can be negative which doesn't make sense in real root approximation. I understand that this sequence converges to ## \sqrt(b) ## but I'm not sure how to prove that every value is positive. Thanks for the help
 
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zzmanzz said:

Homework Statement



Suppose we have:
## f(x) = x^2 - b ##
## b > 0 ##
## x_0 = b ##

And a sequence is defined by:
## x_{i+1} = x_i - \frac{f(x_i)}{f'(x_i) } ##

prove
## \forall i \in N ( x_i > 0 ) ##

Homework Equations



The Attempt at a Solution


a)Here I tried solving for ## x_1 ## as:
## b > 0 ## given in problem
## x_1 = b - \frac{(b^2 - b)}{2b} = b - \frac{1}{2} b - \frac{1}{2} ##
You have a sign error in the line above.
zzmanzz said:
## x_1 = \frac{1}{2} b -\frac{1}{2} = \frac{1}{2} (b - 1) ##

I think I made a mistake here because it looks like x_1 can be negative which doesn't make sense in real root approximation. I understand that this sequence converges to ## \sqrt(b) ## but I'm not sure how to prove that every value is positive. Thanks for the help
 
zzmanzz said:

Homework Statement



Suppose we have:
## f(x) = x^2 - b ##
## b > 0 ##
## x_0 = b ##

And a sequence is defined by:
## x_{i+1} = x_i - \frac{f(x_i)}{f'(x_i) } ##

prove
## \forall i \in N ( x_i > 0 ) ##

Homework Equations



The Attempt at a Solution


a)Here I tried solving for ## x_1 ## as:
## b > 0 ## given in problem
## x_1 = b - \frac{(b^2 - b)}{2b} = b - \frac{1}{2} b - \frac{1}{2} ##
## x_1 = \frac{1}{2} b -\frac{1}{2} = \frac{1}{2} (b - 1) ##

I think I made a mistake here because it looks like x_1 can be negative which doesn't make sense in real root approximation. I understand that this sequence converges to ## \sqrt(b) ## but I'm not sure how to prove that every value is positive. Thanks for the help
Try a proof by induction.
 
zzmanzz said:

Homework Statement



Suppose we have:
## f(x) = x^2 - b ##
## b > 0 ##
## x_0 = b ##

And a sequence is defined by:
## x_{i+1} = x_i - \frac{f(x_i)}{f'(x_i) } ##

prove
## \forall i \in N ( x_i > 0 ) ##

Homework Equations



The Attempt at a Solution


a)Here I tried solving for ## x_1 ## as:
## b > 0 ## given in problem
## x_1 = b - \frac{(b^2 - b)}{2b} = b - \frac{1}{2} b - \frac{1}{2} ##
## x_1 = \frac{1}{2} b -\frac{1}{2} = \frac{1}{2} (b - 1) ##

I think I made a mistake here because it looks like x_1 can be negative which doesn't make sense in real root approximation. I understand that this sequence converges to ## \sqrt(b) ## but I'm not sure how to prove that every value is positive. Thanks for the help

First: carry out a complete simplification of the expression for ##x_{i+1}##, by using the explicit forms for ##f## and ##f'##.

BTW: Positivity of ##x_i## holds for any ##x_0 > 0##, not just for ##x_0 = b##.
 

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