Help with Newton root approximation proof

zzmanzz
Messages
47
Reaction score
0

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
 
Last edited by a moderator:
Physics news on Phys.org
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##.
 
There are two things I don't understand about this problem. First, when finding the nth root of a number, there should in theory be n solutions. However, the formula produces n+1 roots. Here is how. The first root is simply ##\left(r\right)^{\left(\frac{1}{n}\right)}##. Then you multiply this first root by n additional expressions given by the formula, as you go through k=0,1,...n-1. So you end up with n+1 roots, which cannot be correct. Let me illustrate what I mean. For this...
Back
Top