Question on sequnces of functions.

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In summary: You will have to think about which case you are in and prove that the sequence is increasing or decreasing and bounded.If you do that, you will have shown that for each fixed x, f_n(x) converges, so the limiting function exists pointwise.
  • #1
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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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  • #2
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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  • #3
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.
 
  • #4
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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  • #5
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]
 
  • #6
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.
 
  • #7
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 defintion of the supremum: f(x)-e<f_n(x)-> e>|f_n(x0)-f(x0)|. correct?
 
  • #8
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.
 
  • #9
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 defintion 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.
 

FAQ: Question on sequnces of functions.

What is a sequence of functions?

A sequence of functions is a list of functions, where each function is defined on the same domain. The functions in the sequence may be related in some way, such as having a similar pattern or approaching a common limit.

How are sequences of functions used in science?

Sequences of functions are used in science to model real-world processes and phenomena. They are particularly useful in studying dynamic systems, where the behavior of the system changes over time. For example, sequences of functions can be used in physics to model the motion of objects, in biology to model the growth of populations, and in chemistry to model chemical reactions.

What is the difference between a convergent and a divergent sequence of functions?

A convergent sequence of functions is one where the functions in the sequence approach a common limit as the independent variable (usually denoted as n) gets larger and larger. In other words, the functions get closer and closer together. A divergent sequence of functions, on the other hand, does not have a common limit and the functions in the sequence do not get closer together.

How do you determine if a sequence of functions is convergent or divergent?

To determine if a sequence of functions is convergent or divergent, you can use various mathematical techniques such as finding the limit of the sequence, using the ratio or root test, or comparing the sequence to a known convergent or divergent sequence. Additionally, the behavior of the functions in the sequence can also give clues as to whether the sequence is convergent or divergent.

Can a sequence of functions have multiple limits?

No, a sequence of functions can only have one limit. If the functions in the sequence have multiple limits, then the sequence is considered to be divergent. However, a sequence of functions can approach a limit from different directions, such as approaching a limit from above or below, resulting in a left and right limit. In this case, the limit of the sequence is the average of the left and right limits.

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