Value that a sequence tends to- please explain

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Homework Help Overview

The problem involves two sequences defined by recurrence relations, specifically Xn+1 = 3Xn + 4Yn and Yn+1 = 2Xn + 3Yn. The original poster seeks to determine the approximate value of the ratio Xn/Yn as n increases.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to analyze the behavior of the sequences as n approaches infinity, initially suggesting that the ratio tends to 7/5 but later questioning this conclusion after observing it approaches √2. Other participants introduce matrix diagonalization as a potential method to analyze the sequences, discussing eigenvalues and their relevance to the limit of the ratio.

Discussion Status

Participants are exploring different mathematical approaches to understand the sequences, with some suggesting matrix methods while others express uncertainty about their relevance to the problem. The original poster acknowledges a discrepancy in their initial reasoning and is open to further clarification.

Contextual Notes

There is mention of exam constraints, indicating that certain methods, such as matrix diagonalization, may not be expected for the assessment. This adds a layer of complexity to the discussion regarding the appropriate approach to take.

Zoe-b
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Homework Statement



Two sequences are defined by

Xn+1 = 3Xn + 4Yn ; Yn+1 = 2Xn + 3Yn

What is the approximate value of Xn/Yn as n increases?

Homework Equations



none

The Attempt at a Solution



My solution was to say that as n tends to infinity, both Xn, Yn tend to infinity therefore Xn/Yn tends to 7/5... on checking by calculating values this is completely wrong, infact Xn/Yn tends very quickly to root 2. Why??

EDIT: ok, not completely wrong, 1.4 isn't that far off root 2, but root 2 is such a neat number it feels like it should be possible to reach it using algebra.
 
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I might be way off here, but this looks like a matrix diagonalization problem to me.
You have:
x_n+1 = [3 4][x_n]
y_n+1 = [2 3][y_n]

One way to untangle this is to find a diagonal matrix D = P-1AP, where P is the matrix whose columns are the eigenvectors of the matrix above, and P-1 is its inverse. The diagonal matrix will have the eigenvalues on its main diagonal. These are 3 +/- 2sqrt(2).

Does any of this sound familiar to you? I can't think of any other way to approach this problem.
 
Hmmmn. Yeah I have done diagonalization of matrices, (though not in relation to sequences), but I know its definitely not on the syllabus of this particular exam. So I guess they just want the answer 1.4!

I can see how that matrix eq relates in the first place, though not exactly how I'd get from the eigenvalues to the value the sequence tends to.. however the exam is tomorrow and as I say this method isn't expected so I won't panic :P
Thanks anyway
 
Once you get to a diagonal matrix, you'll have x_(n+1) in terms of x_n only, and y_(n+1) in terms of y_n only, so you could calculate the ratio of x_(n+1) to y_(n+1).

The fact that the eigenvalues I found are 3 +/- 2sqrt(2) might have something to do with what you found as the limit...
 
Since you're asked only for an approximate value for [itex]\frac{X_n}{Y_n}[/itex], perhaps the following reasoning will suffice:

Write

[tex]\frac{X_{n+1}}{Y_{n+1}} = \frac{3X_n + 4Y_n}{2X_n + 3Y_n}[/tex]

Now divide both the numerator and the denominator of the right side of the above equation by [itex]Y_n[/itex] and simplify. Then, assuming that the limit as n goes to infinity of [itex]\frac{X_n}{Y_n}[/itex] exists, what can you say?

Please let me know if this isn't clear, or if you'd like another hint.

Petek
 

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