Find which initial conditions lead to convergence

In summary, the set B is defined as the set of real numbers b1 for which the sequence bn+1 = (1+b_n^2)/2 converges as n approaches infinity. It can be shown that B is equal to the interval [-1,1], as the sequence is increasing for all b1 not equal to -1 or 1, and converges to 1 for b1 = -1 or 1.
  • #1
Mr Davis 97
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Homework Statement


Let ##b_1\in \mathbb{R}## be given and ##n=1,2,\dots## let $$b_{n+1} := \frac{1+b_n^2}{2}.$$ Define the set $$B := \{b_1\in\mathbb{R} \mid \lim_{n\to\infty}b_n \text{ converges}\}$$

Identify the set ##B##.

Homework Equations

The Attempt at a Solution


I claim that ##B = [-1,1]##.

First, we note that ##\forall b_1 \not = \pm 1##, the sequence is increasing. The base case holds because if ##|1-b_1|> 0## then ##\displaystyle \frac{1+b_1^2}{2} > b_1##. Suppose that for some ##k## we have that ##b_{k} \ge b_{k-1}##. Then $$b_{k+1} - b_k = \frac{1+b_{k}^2}{2} - \frac{1+b_{k-1}^2}{2}= \frac{(b_k+b_{k-1})(b_l-b_{k-1})}{2},$$ and the latter expression is positive by the inductive hypothesis.

If ##b_1 \in (-\infty, 1) \cup (1,\infty)##, then the sequence will diverge to ##\infty##, since it is increasing. So suppose that ##b_1\in (-1,1)##. Then the sequence is bounded above since ##b_{k+1} = \frac{1+b_k^2}{2} < \frac{1+1}{2} = 1##. So by the monotone convergence theorem, the sequence converges in this case. Also, if ##b_1=\pm 1##, then ##b_n = 1## for all ##n>1## and so converges to ##1##. Hence, ##B = [-1,1]##.
 
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  • #2
I think a direct proof instead of an induction is shorter: ##b_{n+1}=\dfrac{1+b_n^2}{2}>b_n \Longleftrightarrow (b_n-1)^2>0## and done.
The rest is o.k., except for the typo ##b_1 \in (-\infty, 1) \cup (1,\infty)\longrightarrow b_1 \in (-\infty, -1) \cup (1,\infty)##
 

1. What is meant by "initial conditions" in the context of convergence?

In the context of convergence, initial conditions refer to the starting values or states of a system that will eventually lead to a stable or predictable outcome.

2. How do you determine which initial conditions will lead to convergence?

This depends on the specific system being studied. In general, the initial conditions can be determined through mathematical analysis or by conducting experiments and observing the behavior of the system.

3. Is it possible for a system to have multiple sets of initial conditions that lead to convergence?

Yes, it is possible for a system to have multiple sets of initial conditions that lead to convergence. This is known as multi-stability and can occur in complex systems with multiple equilibria or stable states.

4. Can initial conditions be changed to alter the rate of convergence?

Yes, changing the initial conditions can affect the rate of convergence. In some cases, adjusting the initial conditions can speed up or slow down the convergence process.

5. Are there any real-world applications of studying initial conditions for convergence?

Yes, understanding the initial conditions that lead to convergence is important in various fields such as economics, biology, and physics. For example, in economics, studying the initial conditions of a market can help predict its stability and potential for growth or decline.

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