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Consider the Newton-Raphson method applied to approximate the square root of a positive number  α\alphaα​. A recursion relation for the error&nbs
Question

Consider the Newton-Raphson method applied to approximate the square root of

a positive number  α\alpha​. A recursion relation for the error en=xnα e_n = x_n - \sqrt{\alpha}​ is given by:

A.

en+1=12(en+αen)e_{n+1} = \frac{1}{2} \left( e_n + \frac{\alpha}{e_n} \right)​​

B.

en+1=12(enαen)e_{n+1} = \frac{1}{2} \left( e_n - \frac{\alpha}{e_n} \right)​​

C.

en+1=12(en2en+α)e_{n+1} = \frac{1}{2} \left(\frac{e_n^2}{e_n + \sqrt{\alpha}}\right)​​

D.

en+1=en2en+2αe_{n+1} = \frac{e_n^2}{e_n + 2\sqrt{\alpha}} ​​

Correct option is C

The Newton-Raphson iteration is given by:

xn+1=xnf(xn)f(xn)We have f(xn)=xn2a and f(xn)=2xn.Substituting these into the formula, we get:xn+1=xnxn2a2xn=12(xn+axn)Now, let en=xna, so xn=en+a.Then, xn+1=en+1+a.Substituting xn=en+a into the Newton-Raphson iteration:en+1+a=12(en+a+aen+a)en+1=12(en+aen+a)aen+1=12(en+aa(en+a)en+a)en+1=12(en+aaenaen+a)en+1=12(en+aenen+a)en+1=12(en2en+a)x_{n+1} = x_n - \frac{f(x_n)}{f'(x_n)} \\[10pt]\text{We have } f(x_n) = x_n^2 - a \text{ and } f'(x_n) = 2x_n. \\[10pt]\text{Substituting these into the formula, we get:} \\[10pt]x_{n+1} = x_n - \frac{x_n^2 - a}{2x_n} \\[10pt]= \frac{1}{2} \left( x_n + \frac{a}{x_n} \right) \\[10pt]\text{Now, let } e_n = x_n - \sqrt{a}, \text{ so } x_n = e_n + \sqrt{a}. \\[10pt]\text{Then, } x_{n+1} = e_{n+1} + \sqrt{a}. \\[10pt]\text{Substituting } x_n = e_n + \sqrt{a} \text{ into the Newton-Raphson iteration:} \\[10pt]e_{n+1} + \sqrt{a} = \frac{1}{2} \left( e_n + \sqrt{a} + \frac{a}{e_n + \sqrt{a}} \right) \\[10pt]e_{n+1} = \frac{1}{2} \left( e_n + \frac{a}{e_n + \sqrt{a}} \right) - \sqrt{a} \\[10pt]e_{n+1} = \frac{1}{2} \left( e_n + \frac{a - \sqrt{a} (e_n + \sqrt{a})}{e_n + \sqrt{a}} \right) \\[10pt]e_{n+1} = \frac{1}{2} \left( e_n + \frac{a - \sqrt{a}e_n - a}{e_n + \sqrt{a}} \right) \\[10pt]e_{n+1} = \frac{1}{2} \left( e_n + \frac{-\sqrt{a} e_n}{e_n + \sqrt{a}} \right) \\[10pt]e_{n+1} = \frac{1}{2} \left( \frac{e_n^2}{e_n + \sqrt{a}} \right) \\[10pt]​​

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