Proving convergence of recursive sequence

In summary: So, the limit of both sides is the same. To get the limit of the A_n, you would have to solve the equation a= (1/3)(a+ 4) but that's easy: 3a= a+ 4 so 2a= 4 and a= 2.
  • #1
rcmango
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Homework Statement



A sequence is defined recursively by the equations A1 = 1, An+1 = 1/3(An + 4). Show that {An} is increasing and An < 2 for all n. Deduce that {An} is convergent and find its limit.

Homework Equations





The Attempt at a Solution



i've put what I've done in this image.
http://img297.imageshack.us/img297/8858/62530295kc7.png
 
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  • #2
for n=1 the statement is true
now suppose it's true for a certain n
then An+1 = ...<...=2
here I used the idea that an<2

Now suppose An+1>An for some n. Use: 1/3(An+4) > An

Now for n+1, An+2=1/3(An+1 + 4)=1/3(... + 4)=... > 1/3(An+4) if and only if (solve this for An and come to a trivial solution, in example, an<2)

so now it's increasing and smaller than 2, so...
For the limit, say an+1=an and solve.
 
  • #3
jacobrhcp said:
for n=1 the statement is true
now suppose it's true for a certain n
then An+1 = ...<...=2
here I used the idea that an<2

Now suppose An+1>An for some n. Use: 1/3(An+4) > An

Now for n+1, An+2=1/3(An+1 + 4)=1/3(... + 4)=... > 1/3(An+4) if and only if (solve this for An and come to a trivial solution, in example, an<2)

so now it's increasing and smaller than 2, so...
For the limit, say an+1=an and solve.
That last statement, "for the limit, say An+1= An and solve" is "shorthand" for what really happens and might be misunderstood (obviously, An+1 is never equal to An). If [itex]\alpha[/itex] is the limit (of course, you must have first shown that the limit exists), taking the limit of both sides of the equation, [itex]A_{n+1}= (1/3)(A_n+ 4)[/itex] to get [itex]lim A_{n+1}= (1/3)(lim A_n+ 4)[/itex] which gives [itex]\alpha= (1/3)(\alpha
 
  • #4
ofcourse, Halls is right. an+1 is not ever an, but they have the same limit as n becomes really big.
 

1. What is a recursive sequence?

A recursive sequence is a sequence of numbers that is defined using a recursive formula. This means that each term in the sequence is calculated using one or more previous terms in the sequence.

2. How do you prove convergence of a recursive sequence?

To prove convergence of a recursive sequence, you need to show that the sequence has a limit. This can be done by showing that the sequence is monotonic (either increasing or decreasing) and bounded (its terms do not become infinitely large). If both of these conditions are met, then the sequence is said to converge to a specific value.

3. What is the importance of proving convergence of a recursive sequence?

Proving convergence of a recursive sequence is important because it allows us to understand the behavior of the sequence and make predictions about its future terms. It also helps us in solving real-world problems and making decisions based on the values of the sequence.

4. What are some common techniques used to prove convergence of a recursive sequence?

Some common techniques used to prove convergence of a recursive sequence include the squeeze theorem, the ratio test, and the root test. These methods involve comparing the sequence to other known sequences and using their convergence properties to determine the convergence of the original sequence.

5. Are there any limitations to proving convergence of a recursive sequence?

Yes, there are limitations to proving convergence of a recursive sequence. The most common limitation is that in some cases, it may be difficult or impossible to find an explicit formula for the terms in the sequence. In these cases, it may be challenging to determine the convergence of the sequence without using other methods or approximations.

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