Question

Fix $a>0$ and let $x_1>\sqrt{a}$. For $n \geq 1$, define $$ x_{n+1}=\frac{1}{2}\left(x_n+\frac{a}{x_n}\right) $$ Show that $\left(x_n\right)$ converges and that $\lim _{n \rightarrow \infty} x_n=\sqrt{a}$.

   Fix $a>0$ and let $x_1>\sqrt{a}$. For $n \geq 1$, define
$$
x_{n+1}=\frac{1}{2}\left(x_n+\frac{a}{x_n}\right)
$$

Show that $\left(x_n\right)$ converges and that $\lim _{n \rightarrow \infty} x_n=\sqrt{a}$.
Real analysis
Real analysis
N. L. Carothers 1st Edition
Chapter 1, Problem 11 ↓

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Step 1

Since \(x_1 > \sqrt{a}\), we will use induction to show that \(x_n > \sqrt{a}\) for all \(n\). - **Base case**: For \(n=1\), we have \(x_1 > \sqrt{a}\) by assumption. - **Inductive step**: Assume \(x_n > \sqrt{a}\) for some \(n\). We need to show that  Show more…

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Fix $a>0$ and let $x_1>\sqrt{a}$. For $n \geq 1$, define $$ x_{n+1}=\frac{1}{2}\left(x_n+\frac{a}{x_n}\right) $$ Show that $\left(x_n\right)$ converges and that $\lim _{n \rightarrow \infty} x_n=\sqrt{a}$.
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Key Concepts

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Fixed Point Iteration
This concept involves finding a point x such that f(x) = x by repeatedly applying a function. In the context of iterative methods, the sequence generated by x??? = f(x?) is analyzed to see if it converges to a fixed point that satisfies the equivalent equation of the original problem.
Monotonicity and Boundedness
These are key properties in the study of sequences in real analysis. If a sequence is monotonic (either non-increasing or non-decreasing) and bounded, the Monotone Convergence Theorem guarantees that the sequence converges. Analyzing these properties is essential when proving the convergence of recursively defined sequences.
Newton’s Method
Newton’s method is an iterative technique for finding successively better approximations to the roots of a real-valued function. The recurrence relation in the question is a specific case of Newton’s method applied to the function whose zero corresponds to the desired square root, illustrating how iterative processes can efficiently converge to an accurate solution.
Fixed Point Analysis
Fixed point analysis is used to determine the limiting behavior of an iterative process by finding a value L that satisfies L = f(L). By setting the limit equal to the result of the iteration function, one can solve for the value, thereby confirming that it indeed satisfies the original problem’s equation.

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