Infinite Series Problem (I'm stuck)

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Homework Help Overview

The problem involves a recursively defined sequence \( \{ a_n \} \) where \( a_n = \frac{1}{2} (a_{n-1} + a_{n-2}) \) for \( n \geq 3 \). The original poster experiments with various initial values \( a_1 \) and \( a_2 \) to guess the limit of the sequence and seeks to express this limit in terms of \( a_1 \) and \( a_2 \) through a series summation.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore different values for \( a_1 \) and \( a_2 \) to identify patterns in the sequence's behavior. Some question whether \( a_1 \) can equal \( a_2 \) and how that affects the sequence. Others suggest using the recurrence relation to derive relationships between successive terms and consider the implications of the geometric series formed by the differences of terms.

Discussion Status

There is a productive exchange of ideas, with participants providing insights into the recursive nature of the sequence and exploring the implications of different initial conditions. Some have derived expressions for \( a_n \) and discussed the convergence of the series, while others are still clarifying their understanding of the problem setup.

Contextual Notes

Participants note the challenge of finding a common pattern and express uncertainty about the implications of their findings. The original poster indicates difficulty in progressing to the next steps in the problem.

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[tex]\textrm{(a) A sequence}[/tex][tex]\left\{ a_n \right\}[/tex] [tex]\textrm{is defined recursively by the equation}[/tex] [tex]a_n = \frac{1}{2} \left( a_{n-1} + a_{n-2} \right)[/tex] [tex]\textrm{for}[/tex] [tex]n \geq 3[/tex] [tex]\textrm{, where}[/tex] [tex]a_1[/tex] [tex]\textrm{and}[/tex] [tex]a_2[/tex] [tex]\textrm{can be any real numbers. Experiment with various values of}[/tex] [tex]a_1[/tex] [tex]\textrm{and}[/tex] [tex]a_2[/tex] [tex]\textrm{and use your calculator to guess the limit of the sequence.}[/tex]

[tex]\hline[/tex]

[tex]\textrm{Here is what I've got:}[/tex]

[tex]a_1 = 1 \qquad a_2 = 3 \qquad \Longrightarrow a_n = 2.\overline{3}[/tex]

[tex]a_1 = 7 \qquad a_2 = 16 \qquad \Longrightarrow a_n = 13[/tex]

[tex]a_1 = -3 \qquad a_2 = 48 \qquad \Longrightarrow a_n = 31[/tex]

[tex]a_1 = 0 \qquad a_2 = 1 \qquad \Longrightarrow a_n = 0.\overline{6}[/tex]

[tex]a_1 = 0.3 \qquad a_2 = 0.98 \qquad \Longrightarrow a_n = 0.75\overline{3}[/tex]

[tex]a_1 = 4 \qquad a_2 = 6 \qquad \Longrightarrow a_n = 5.\overline{3}[/tex]

[tex]\textrm{Is that it? I'm not so sure about that.}[/tex]

[tex]\hline[/tex]

[tex]\textrm{(b) Express}[/tex] [tex]\lim _{n \to \infty} a_n[/tex] [tex]\textrm{in terms of}[/tex] [tex]a_1[/tex] [tex]\textrm{and}[/tex] [tex]a_2[/tex] [tex]\textrm{by expressing}[/tex] [tex]a_{n-1} - a_n[/tex] [tex]\textrm{in terms of}[/tex] [tex]a_2 - a_1[/tex] [tex]\textrm{and summing a series.}[/tex]

[tex]\hline[/tex]

[tex]\textrm{Since I've had some difficulty finding a common pattern, I don't even have a clue!}[/tex]

[tex]\hline[/tex]

[tex]\textrm{Thanks!}[/tex] :smile:
 
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0. Reminds me of Fibonacci...interesting...

1. Can [tex]a_{1} = a_{2}[/tex]? Does your problem permit that?

Lets see...

[tex]a_{1} = 1[/tex]
[tex]a_{2} = 1[/tex]
[tex]a_{3} = 0.5(a_{2} + a_{1}) = 1[/tex]
[tex]a_{4} = 0.5(a_{3} + a_{2}) = 1[/tex]
[tex]a_{5} = 0.5(a_{4} + a_{3}) = 1[/tex]
[tex]a_{6} = 0.5(a_{5} + a_{4}) = 1[/tex]
...
[tex]a_{n} = 1![/tex]

Of course if [tex]a_{1} \neq a_{2}[/tex] then that's a different story. And it seems it is indeed so for you have not taken the first two terms in your solutions as being equal.

Um...let's see what can fit in...

Cheers
Vivek
 
Subtract

[tex]a_n[/tex]

from both sides of your recurrence relation to give

[tex]a_n - a_{n-1} = -\frac {1}{2} (a_{n-1} - a_{n-2})[/tex]

which you will recognize as a geometric series in the difference of successive elements in your series.

You should be able to see your way through the rest. I ended up with

[tex]a_n = \frac {a_1 + 2 a_2}{3} - \left( - \frac {1}{2} \right)^n \frac {4 (a_1 - a_2)}{3}[/tex]
 
This is as far as I could get:

[tex]a_n = \frac{1}{2} \left( a_{n-1} + a_{n-2} \right)[/tex]

[tex]\hline[/tex]

If:

[tex]a_1 = 1[/tex]

[tex]a_2 = 3 \Longrightarrow a_2 - a_1 = 2[/tex]

[tex]a_3 = 2 \Longrightarrow a_3 - a_2 = -1[/tex]

[tex]a_4 = \frac{5}{2} \Longrightarrow a_4 - a_3 = \frac{1}{2}[/tex]

[tex]a_5 = \frac{9}{4} \Longrightarrow a_5 - a_4 = -\frac{1}{4}[/tex]

[tex]a_6 = \frac{19}{8} \Longrightarrow a_6 - a_5 = \frac{1}{8}[/tex]

It follows that:

[tex]a_n - a_{n-1} = \left( a_2 - a_1 \right) \sum _{n=1} ^{\infty} \left( - \frac{1}{2} \right) ^{n-1} = \frac{2}{3} \left( a_2 - a_1 \right)[/tex]

[tex]\hline[/tex]

[tex]a_n - a_{n-1} = \frac{1}{2} a_{n-1} - a_{n-1} + \frac{1}{2} a_{n-2}[/tex]

[tex]a_n - a_{n-1} = -\frac{1}{2} \left( a_{n-1} - a_{n-2} \right)[/tex]

[tex]\frac{2}{3} \left( a_2 - a_1 \right) = -\frac{1}{2} \left( a_{n-1} - a_{n-2} \right)[/tex]

[tex]\frac{2}{3} \left( a_2 - a_1 \right) = -\frac{1}{2} \left[ \left( a_n - a_{n-2} \right) - a_{n-2} \right][/tex]

[tex]a_n = - \frac{4}{3} \left( a_2 - a_1 \right)[/tex]

What additional steps are necessary to find:

[tex]a_n = \frac {a_1 + 2 a_2}{3} - \left( - \frac {1}{2} \right)^n \frac {4 (a_1 - a_2)}{3}[/tex] ? Do I miss the whole point? :confused:
 
Starting with

[tex]a_n - a_{n-1} = -\frac {1}{2} (a_{n-1} - a_{n-2})[/tex]

it follows that

[tex]a_n = a_{n-1} + \left(-\frac {1}{2}\right)^{n-2} (a_2-a_1)[/tex]

Now just recurse [itex]a_{n-1}[/itex] down to index 1:

[tex]a_n = a_1 + (a_2-a_1) \sum_{j=0}^{n-2} \left( - \frac {1}{2}\right)^j[/tex]

You can sum the geometric series and rearrange terms to arrive at the result I showed earlier.
 
I finally get the same result.

Thank you very much.
 

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