Golden Iterations I

Calculus Level 5

You can find the value of ϕ = 1 + 5 2 \phi=\dfrac{1+\sqrt{5}}{2} by iteration. Start with x 1 = 2 x_1=2 and x 2 = 1 + 1 x 1 = 1.5 x_2 = 1+\dfrac{1}{x_1}=1.5 and for the ( n + 1 ) (n+1) th iteration:

x n + 1 = 1 + 1 x n \large x_{n+1}=1+\frac{1}{x_n}

For large n n , we can express the error term as e n = x n ϕ |e_n|=|x_n-\phi| . It can be shown that lim n e n + 1 e n d = a b c \displaystyle \lim_{n\rightarrow\infty}\frac{|e_{n+1}|}{|e_n|^d}=\frac{a-\sqrt{b}}{c} , where a , b , c a, b, c do not have common divisors. Find a + b + c + d a+b+c+d .

If you like this problem, try Golden Iterations II .


The answer is 11.

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3 solutions

Roni Edwin
Jun 3, 2019

Note that x n + 1 = 1 + 1 x n x_{n+1}=1+\frac{1}{x_n} , and ϕ = 1 + 1 ϕ \phi\ =\ 1+\frac{1}{\phi} . Hence e n + 1 e n d \frac{\left|e_{n+1}\right|}{\left|e_n\right|^d} = 1 + 1 x n ( 1 + 1 ϕ ) x n ϕ d = \frac{\left|1+\frac{1}{x_n}-\left(1+\frac{1}{\phi}\right)\right|}{\left|x_n-\phi\right|^d} . Set f ( x ) = 1 + 1 / x f(x) = 1+1/x and d = 1 d=1 . Then the expression becomes f ( x n ) f ( ϕ ) x n ϕ \left|\frac{f\left(x_n\right)-f\left(\phi\right)}{x_n-\phi}\right| Since lim n \lim_{n\to\infty} x n = ϕ x_n=\phi it becomes lim x ϕ \lim_{x\to\phi} f ( x ) f ( ϕ ) x ϕ \left|\frac{f\left(x\right)\ -\ f\left(\phi\right)}{x-\phi}\right| which is f ( ϕ ) \left|f'\left(\phi\right)\right| , which is 1 ϕ 2 \frac{1}{\phi^2} , which evaluates to 3 5 2 \frac{3-\sqrt{5}}{2} which gives the answer of 11.

Aaghaz Mahajan
Jun 1, 2019

We can easily see that x n = F n + 2 F n + 1 \displaystyle x_n=\frac{F_{n+2}}{F_{n+1}} where F n \displaystyle F_n is the n t h n^{th} Fibonacci Number

So, e n = ϕ F n + 1 F n + 2 F n + 1 \displaystyle \left|e_n\right|=\frac{\phi F_{n+1}-F_{n+2}}{F_{n+1}}

Now, using Binet's Formula we get

e n = 1 + ϕ 2 ϕ 2 n + 3 + ( 1 ) n ϕ e_n=\frac{1+\phi^2}{\phi^{2n+3}+\left(-1\right)^n\phi}

Putting this expression in the limit, we can see that d = 1 \displaystyle d=1 for the limit to exist and hence, evaluating the limit leads us to the answer which is 1 ϕ 2 \displaystyle \frac{1}{\phi^2}

So, 1 ϕ 2 = 3 5 2 \displaystyle \frac{1}{\phi^2}=\frac{3-\sqrt{5}}{2} makes our answer 11 \displaystyle 11

3 + 5 + 2 + 2 = 12 not 11

Vijay Simha - 2 years ago

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a=3 b=5 c=2 and d=1....So, 3+5+2+1=11

Aaghaz Mahajan - 2 years ago
Francesco Iacca
Jun 2, 2019

By definition, x n x_n can be written as 1 + 1 x n 1 1+\frac{1}{x_{n-1}} ; now, since ϕ \phi is solution of x = 1 + x 1 x=1+x^{-1} , we can rewrite it as ϕ = x n = 1 + 1 x n \phi=x_n=1+\frac{1}{x_{n}} . So, e n = 1 x n 1 1 x n |e_n|=|\frac{1}{x_{n-1}} - \frac{1}{x_{n}}| . Now we can calculate the limit, writing everything in function of x n x_n : if you have not made mistakes, you will end up with 1 + 1 x n x n 1 d x n + 1 \frac{|1+\frac{1}{x_{n}}-x_n|^{1-d}}{|x_n+1|} . Note that 1 + 1 x n x n 1+\frac{1}{x_{n}}-x_n , for n n \to \infty ,since x n = ϕ x_n=\phi , is equal to 0: putting d = 1 d=1 , the limit exists and it's not 0, but tends to 1 1 + ϕ \frac{1}{1+\phi} , which is equal to 3 5 2 \frac{3-\sqrt{5}}{2} . In the end, the answer is 3 + 5 + 2 + 1 = 11 3+5+2+1=11 .

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