Limit of a sequence, with parameter

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Homework Help Overview

The problem involves determining the convergence of a sequence defined recursively, with a parameter ##\lambda>0##. The sequence is given by ##a_1 = \frac{1}{2}## and ##a_{n+1} = \frac{1}{2} (\lambda + a_n)^2##. Participants are tasked with finding the values of ##\lambda## for which the sequence converges and identifying the limit if it does converge.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Some participants attempt to derive a limit ##L## by assuming convergence and substituting it into the recursive definition. They express ##L## in terms of ##\lambda## and derive conditions for convergence.
  • Others question the sufficiency of the derived conditions for ##L## being the limit and suggest testing the individual expressions for limits separately.
  • There is discussion about the implications of the sequence being a falling sequence and how that affects the limits derived.
  • Participants explore the case when ##\lambda = \frac{1}{2}## and its implications for the limits.

Discussion Status

The discussion is ongoing, with participants exploring different interpretations of the conditions for convergence. Some guidance has been offered regarding the necessity of testing limits separately, and there is acknowledgment of the implications of the sequence's behavior based on the value of ##\lambda##.

Contextual Notes

Participants note that the sequence's convergence may depend on the value of ##\lambda##, particularly whether it is less than or equal to ##\frac{1}{2}##. There is also mention of the requirement that the sequence must be falling for certain limits to be valid.

Felafel
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Could you check my solution please?

Homework Statement



find out for which values of ##\lambda>0## the sequence ##(a_n)## ,defined by
##a_1 = \frac{1}{2}, \quad\quad a_{n+1} = \frac{1}{2} (\lambda +a_n)^2, \quad n\in \mathbb{N^*}## converges.
If ##(a_n)## converges, find the limit.

The Attempt at a Solution


If I assume ##a_n## converges, I can write the limit L instead of the elements of the sequence, such that:
## L=\frac{1}{2} \lambda^2 + \frac{1}{2} L^2 + \lambda L ##
and
## \lambda^2 + L^2 + 2\lambda L -2L=0##
Solving the equation, I have
## L_1=1-\lambda + \sqrt{1-2\lambda} ; L_2=1-\lambda - \sqrt{1-2\lambda} ##
##\lambda## must therefore be## ≤ \frac{1}{2}##
also, ##L_1## must equal ##L_2## due to the theorem of uniqueness of limits.
Thus, the only possible result is ##\lambda = \frac{1}{2}##.
And therefore ##L=\frac{1}{2}## too.
 
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Felafel said:
Could you check my solution please?

Homework Statement



find out for which values of ##\lambda>0## the sequence ##(a_n)## ,defined by
##a_1 = \frac{1}{2}, \quad\quad a_{n+1} = \frac{1}{2} (\lambda +a_n)^2, \quad n\in \mathbb{N^*}## converges.
If ##(a_n)## converges, find the limit.

The Attempt at a Solution


If I assume ##a_n## converges, I can write the limit L instead of the elements of the sequence, such that:
## L=\frac{1}{2} \lambda^2 + \frac{1}{2} L^2 + \lambda L ##
and
## \lambda^2 + L^2 + 2\lambda L -2L=0##
Solving the equation, I have
## L_1=1-\lambda + \sqrt{1-2\lambda} ; L_2=1-\lambda - \sqrt{1-2\lambda} ##
##\lambda## must therefore be## ≤ \frac{1}{2}##
also, ##L_1## must equal ##L_2## due to the theorem of uniqueness of limits.
Thus, the only possible result is ##\lambda = \frac{1}{2}##.
And therefore ##L=\frac{1}{2}## too.

I don't think that's right. If the sequence is to converge, then [itex]|a_n - a_{n+1}|[/itex] must tend to 0. But
[tex] |a_n - a_{n+1}| = \frac12 (\lambda^2 + a_n^2) \geq \frac12 \lambda^2.[/tex]
Clearly the only way for that to tend to zero is if [itex]\lambda = 0[/itex]. So if [itex]\lambda = 0[/itex], does the sequence converge?
 
Your condition ##\lambda^2+L^2+2\lambda L-2L=0## is only sufficient (not not necessary) for ##L## being the limit you're looking for. And so the expressions for ##L_1## and ##L_2## are also not necessary, especially not when taken together.

What you need to do is test each expression separately. Is ##L_1=1-\lambda+\sqrt{1-2\lambda}## a possible limit? Then you'd have to have ##L_1\leq a_1## since ##(a_n)## is a falling sequence. If you can show that ##L_1\leq a_1##, then that is one limit, which depends on ##\lambda##.

Then do the same for ##L_2##. Obviously, you can't have two limits, so one of these tests must fail. But the other might not...
 
Michael Redei said:
Your condition ##\lambda^2+L^2+2\lambda L-2L=0## is only sufficient (not not necessary) for ##L## being the limit you're looking for. And so the expressions for ##L_1## and ##L_2## are also not necessary, especially not when taken together.

What you need to do is test each expression separately. Is ##L_1=1-\lambda+\sqrt{1-2\lambda}## a possible limit? Then you'd have to have ##L_1\leq a_1## since ##(a_n)## is a falling sequence. If you can show that ##L_1\leq a_1##, then that is one limit, which depends on ##\lambda##.

Then do the same for ##L_2##. Obviously, you can't have two limits, so one of these tests must fail. But the other might not...
okay! so, if ## \lambda = \frac{1}{2}, L_1=L_2## and is the limit, but if ##\lambda<\frac{1}{2}##, we have ##L_1 > a_1## which is impossible as the sequence is falling, and the only limit can be ##L_2##.
does it work?
 
Felafel said:
okay! so, if ## \lambda = \frac{1}{2}, L_1=L_2## and is the limit, but if ##\lambda<\frac{1}{2}##, we have ##L_1 > a_1## which is impossible as the sequence is falling, and the only limit can be ##L_2##.
does it work?

That's right. Actually, if you look at ##L_2## for ##\lambda<\frac12##, you'll get an expression that, if you set ##\lambda## back to ##\frac12## again, should be equal to ##\frac12## itself (if you get the right expression for ##L_2##, that is).
 

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