Recursion relation convergence

In summary, the given conversation discusses the proof that the sequence defined by the recursive relation x_{n+1} = \frac{1}{2} \left( x_{n} + \frac{2}{x_{n}} \right) converges to \sqrt{2}. The hint suggests using proof by induction to show that the sequence is monotonically decreasing and bounded from below. The first step is to prove that the sequence is increasing, which can be done by induction. The second step is to prove that the sequence has an upper bound, which can also be done by induction. Finally, the sequence can be shown to converge to \sqrt{2} by proving that it is monotonically decreasing.
  • #1
hasan_researc
170
0

Homework Statement



Consider the sequence [tex]\left x_{n}\{\right\}[/tex] defined by the recursion relation,

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

where x0 > 0.

Use the fact that "if a sequence of real numbers is monotonically decreasing and
bounded from below, then it converges" to prove that the sequence converges.

Show that it converges to [tex]\sqrt{2}[/tex].

Homework Equations





The Attempt at a Solution




No idea!
Any help would be greatly appreciated. :smile:
 
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  • #2
No ideas? How about the idea of doing what the hint says?

1) Prove the sequence is increasing. Use "proof by induction" to show that [itex]x_{n+1}\ge x_n[/itex] for all n.

2) Prove that the sequence has an upper bound. Again, use "proof by induction to show that [itex]x_n< 2[/itex] for all n.
 
  • #3
This is what I have found so far:

[tex]x_{n+1} < x_{n}[/tex]
[tex]\frac{1}{2}\left( x_{n} + \frac{2}{x_{n}} \right) < 2x_{n}[/tex]
[tex]x_{n} > \sqrt{2}[/tex]

But I have n't used induction to show that the sequence is bounded below by [tex]\sqrt{2}[/tex] :confused:

Now, I have to show that the sequence is monotonically decreasing (by induction, as you say).

But how I prove the [tex] x_{n+1} \leq x_{n}[/tex] for n = 1 (to begin with)?:confused:
 

Related to Recursion relation convergence

1. What is a recursion relation?

A recursion relation is a mathematical relationship between a sequence of numbers, where the next term in the sequence is defined in terms of previous terms. This allows for a more concise and efficient way of representing a sequence of numbers, as opposed to listing out each individual term.

2. How does a recursion relation converge?

A recursion relation converges when the values of the sequence it represents approach a fixed value, known as the limit. This means that as the sequence progresses and more terms are calculated, the values become increasingly closer to the limit value.

3. What is the importance of studying recursion relation convergence?

Recursion relation convergence is important in many fields of science and mathematics, as it allows for the efficient representation of complex sequences and patterns. It also provides a way to analyze and understand the behavior of these sequences as they approach a limit value.

4. How can you determine if a recursion relation will converge?

There are various mathematical techniques and tests that can be used to determine if a recursion relation will converge. These include the ratio test, the root test, and the comparison test, among others. These tests involve examining the behavior of the terms in the sequence and determining if they approach a limit value.

5. What are some real-life applications of recursion relation convergence?

Recursion relation convergence has numerous applications in fields such as physics, computer science, and engineering. It can be used to model physical phenomena, analyze algorithms, and optimize complex systems. It is also commonly used in financial and economic analysis, such as in the calculation of compound interest and stock market trends.

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