Question on sequnces of functions.

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Homework Help Overview

The discussion revolves around a sequence of functions defined by induction for positive x, specifically f_n(x) = sqrt(x + f_{n-1}(x)) with f_1(x) = sqrt(x). Participants are tasked with proving the convergence of this sequence to a limit function f(x) as n approaches infinity. Additionally, there is a second question regarding the limit of an integral involving the function f_n(x) = (n^2x^2)/(1+n^2x^2) and its relationship to the limit of the function itself.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the definition of the limit function f(x) and its properties, with some suggesting that it satisfies a quadratic equation. Others question how to express N in terms of e and x to prove convergence. There are discussions about the nature of convergence (pointwise vs uniform) and the implications of fixing x in the context of proving convergence.

Discussion Status

The discussion is ongoing, with various approaches being explored to establish the convergence of the sequence of functions. Some participants have provided insights into the nature of the limit function and its derivation, while others are focused on clarifying the conditions for convergence and the necessary definitions. There is no explicit consensus yet, but several productive lines of inquiry have emerged.

Contextual Notes

Participants are working under the constraints of proving convergence without prior knowledge of the limit function f(x). There is also a focus on the mathematical rigor required to establish the limit of the integral in the second question, with some participants expressing uncertainty about their calculations.

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1)let's define a sequence of functions f_n(x) for every x>0 by induction:
f_1(x)=sqrt(x) f_{n+1}=sqrt(x+f_n(x)).
prove that f_n(x)->f(x) as n->[tex]\infty[/tex].
2) we have: f_n(x)=(n^2x^2)/(1+n^2x^2), prove that:
[tex]lim \int_{-1}^{1}f_n(x)dx=\int_{-1}^{1}lim f_n(x)dx[/tex]
as n->[tex]\infty[/tex]
with the second question i tried this way:
[tex]\int_{-1}^{1} f_n(x)dx=\int_{-1}^{1}\frac{1}{(1/(x^2n^2))+1}=\left[arctg(1/nx)\right]_{-1}^{1}[/tex]
which equals 0 as n approaches infinity, while the rhs in the former equation equals 2, i reackon there's a problem with my last integral.

with the first question, i tried to it this way:
let e>0, for every x>0 there exists N which depends on e and x, such that for every n>N |f_n(x)-f(x)|<e, but how do i define N as a function of e and x, and how do i employ it in f_N(x)?

thanks.
 
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1) I think you put: for x>0, [tex]f_{1}(x)=\sqrt{x},f_{n+1}(x)=\sqrt{x+f_{n}(x)},[/tex] correct? Well, if

[tex]f(x)=\lim_{n\rightarrow\infty}f_{n}(x)=\sqrt{x+\sqrt{x+\sqrt{x+\cdots}}},[/tex]

then [tex]f^2(x)=x+f(x)[/tex] or [tex]f^2(x)-f(x)-x=0,[/tex] which is quadratic in f(x), so [tex]f(x)=\frac{1\pm\sqrt{1+4x}}{2},[/tex] but clearly we have f(x)>0, so, of these, choose [tex]f(x)=\frac{1+\sqrt{1+4x}}{2}[/tex].

Does that help?
 
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okay, but i need to express N by e and x (perhaps with f(x)) and that way prove that |f_n(x)-f(x)|<e.

i think that your way, also assumes that the limit exists while i need to prove it.
 
In what sense of convergence of functions are you talking? Pointwise? Uniform?

The real problem with benorin's post is that he puts a final sqrt(x) symbol in the infinitely long expression for f.

To show pointwise convergence, if that is what you need, fix an x and consider the sequence of real numbers f_n(x), it suffices to show that this is increasing and bounded above or decreasing and bounded below.
 
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i don't understand also how did you arrive at f(x) cause:
[tex](\sqrt{x+\sqrt{x+\sqrt{x+...}}})^2-\sqrt{x+\sqrt{x+\sqrt{x+...}}}-x=0[/tex]
 
loop quantum gravity said:
1)let's define a sequence of functions f_n(x) for every x>0 by induction:
f_1(x)=sqrt(x) f_{n+1}=sqrt(x+f_n(x)).
prove that f_n(x)->f(x) as n->[tex]\infty[/tex].

Without knowing what f(x) is? Was the question to show that the sequence converges to some f(x) (my first guess) or determine what f(x) (benorin's). In either case, benorin's suggestion is good.

2) we have: f_n(x)=(n^2x^2)/(1+n^2x^2), prove that:
[tex]lim \int_{-1}^{1}f_n(x)dx=\int_{-1}^{1}lim f_n(x)dx[/tex]
as n->[tex]\infty[/tex]
with the second question i tried this way:
[tex]\int_{-1}^{1} f_n(x)dx=\int_{-1}^{1}\frac{1}{(1/(x^2n^2))+1}=\left[arctg(1/nx)\right]_{-1}^{1}[/tex]
which equals 0 as n approaches infinity, while the rhs in the former equation equals 2, i reackon there's a problem with my last integral.

with the first question, i tried to it this way:
let e>0, for every x>0 there exists N which depends on e and x, such that for every n>N |f_n(x)-f(x)|<e, but how do i define N as a function of e and x, and how do i employ it in f_N(x)?

thanks.

Yex, if [itex]f_n(x)= \frac{n^2x^2}{1+ n^x^2}[/itex], dividing both numerator and denominator by n2 gives [itex]\frac{x^2}{\frac{1}{n^2}+ x^2}[/itex] which has limit 1 as n goes to infinity and so
[tex]\int_{-1}^1 lim_{x\rightarrow \infty}f_n(x)dx= \int_{-1}^1 dx= 2[/tex].

As far as your:
[tex]\int_{-1}^{1} f_n(x)dx=\int_{-1}^{1}\frac{1}{(1/(x^2n^2))+1}=\left[arctg(1/nx)\right]_{-1}^{1}[/tex]
yes, dividing both numerator and denominator of [itex]f_n(x)= \frac{n^2x^2}{1+ n^x^2}[/itex] by n2x2 gives [itex]\frac{1}{1+ \frac{1}{n^2x^2}[/itex] but the integral of that is not "[itex]arctan(\frac{1}{x})[/itex]". In order to get an arctan you have to have the integrand of the form [itex]\frac{1}{1+ u^2}[/itex] which means that, here, you are making a substitution of the form [itex]u= \frac{1}{nx}[/itex]. But then [itex]du= -\frac{1}{nx^2}dx[/itex].

Instead make the substitution u= nx in the original integral [itex]\int_{-1}{1}\frac{n^2x^2}{1+ n^2x^2}dx[/itex]. Then du= ndx so the integral becomes [itex]\frac{1}{n}\int_{-n}^n \frac{u^2du}{1+ u^2}[/itex].
Use the fact that [itex]\frac{u^2}{u^2+ 1}= 1+ \frac{u-1}{u^2+ 1}[/itex] to integrate that.
 
matt grime said:
In what sense of convergence of functions are you talking? Pointwise? Uniform?

The real problem with benorin's post is that he puts a final sqrt(x) symbol in the infinitely long expression for f.

To show pointwise convergence, if that is what you need, fix an x and consider the sequence of real numbers f_n(x), it suffices to show that this is increasing and bounded above or decreasing and bounded below.
pointwise, when you say fix an x, what do you mean?
do you mean i should take an arbitrarily x0, and to show that f_n(x0)<=M=f(x0) (M the supremum of f_n(x), and then by the definition of the supremum: f(x)-e<f_n(x)-> e>|f_n(x0)-f(x0)|. correct?
 
halls you must mean: u^2/(1+u^2)=1-1/(1+u^2), thanks halls.
about the first question, the question was prove that the limit exist, without any given about what it is.
 
loop quantum gravity said:
pointwise, when you say fix an x, what do you mean?
do you mean i should take an arbitrarily x0, and to show that f_n(x0)<=M=f(x0) (M the supremum of f_n(x), and then by the definition of the supremum: f(x)-e<f_n(x)-> e>|f_n(x0)-f(x0)|. correct?


I mean that you shuold just fix x and show that f_n(x) converges to something which we shall label f(x). There are two particularly nice ways that one can hope to show a sequence converges: increasing and bounded above or decreasing and bounded below. If the former case is what happens, yes, f(x) is the sup of the set {f_n(x) : n in N}.
 
  • #10
so should i employ here the epsilon definition?
 
  • #11
loop quantum gravity said:
i don't understand also how did you arrive at f(x) cause:
[tex](\sqrt{x+\sqrt{x+\sqrt{x+...}}})^2-\sqrt{x+\sqrt{x+\sqrt{x+...}}}-x=0[/tex]

Consider that [tex]f_{n+1}(x)=\sqrt{x+f_{n}(x)}\Rightarrow f_{n+1}^{2}(x)-f_{n}(x)-x=0[/tex] now let [tex]n\rightarrow\infty[/tex] and consider that [tex]\lim_{n\rightarrow\infty}f_{n}(x)=\lim_{n\rightarrow\infty}f_{n+1}(x)=f(x),[/tex] to arrive at [tex]f^2(x)-f(x)-x=0.[/tex]
 
  • #12
You are assuming that the pointwise limit exists, though.
 

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