How Close Do Fibonacci Ratios Get to φ?
Fibonacci ratios converge to φ, and the error shrinks by a factor of about 1/φ² at each step, giving an explicit geometric rate of convergence.
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How close do the ratios F(n+1)/F(n) get to φ, and how fast does that closeness grow?
Take two consecutive Fibonacci numbers and divide them. Do the answers march toward a single mysterious number?
You might expect ratios of Fibonacci numbers to drift around, but instead they seem to lock onto φ ≈ 1.61803 — and the question is how tight that grip really is.
Watch successive ratios F(n+1)/F(n) plotted against n, and overlay them with the horizontal line φ. Then measure the gap |F(n+1)/F(n) − φ| shrinking with each step.
The ratios converge to φ geometrically, with error multiplied by roughly 1/φ² ≈ 0.382 at every step — so by n = 10 the gap is already below one part in a hundred.
A natural first guess is that the gap halves each step, or shrinks by some constant amount — the truth is it shrinks by a constant factor, but that factor is tied to φ itself.
- Closed-form Binet formula derivation from scratch
- Connection to the golden ratio's role in art and nature
- Lucas numbers and generalized Fibonacci sequences
- Continued fraction expansion of φ
- 01The Driving QuestionslideQuestion
Open with the ratios 1/1, 2/1, 3/2, 5/3, 8/5, 13/8, 21/13 displayed in a small table, and pose the driving question directly beneath them. Frame the tension: do these numbers settle, and if so, where and how quickly?
- Display the first six ratios F(n+1)/F(n) side by side
- State the driving question: how close to φ, and how fast?
- Hint that the answer involves both a limit and a rate
- 02Make Your PredictionquizPrediction
Ask the learner to predict how the gap |F(n+1)/F(n) − φ| behaves as n grows, choosing among linear halving, geometric shrinking by a fixed factor, slowing to zero very slowly, or staying roughly constant.
- One focused commitment to a convergence behavior
- Tests intuition about rate vs. amount of shrinking
- 03Plot the Ratios and Watch the GapinteractiveEvidence
A simulation where the learner increases n and sees two traces update in real time: the ratio F(n+1)/F(n) approaching the horizontal line φ, and the absolute gap |F(n+1)/F(n) − φ| plotted on a log scale. Sliders control n and the log-scale toggle.
- Step n from 1 to 20 and watch the ratio hug the φ line
- Toggle a log scale to see whether the gap looks linear or curved there
- Record the gap at n = 5, 10, 15, 20 to compare rates
- 04The Gap in NumbersslideEvidence
A static table of the actual numerical gaps |F(n+1)/F(n) − φ| at n = 1, 2, 5, 10, 15, 20, together with the ratio of successive gaps. Set up the observation that successive ratios of gaps are approaching a constant near 0.382.
- Tabulate gaps to at least 8 decimal places
- Show the ratio gap(n)/gap(n−1) settling near 0.382
- Highlight that 0.382 is approximately 1/φ²
- 05Why the Error Multiplies by 1/φ²slideExplanation
Show that if the ratio is r_n = F(n+1)/F(n), then r_{n+1} = 1 + 1/r_n. A short geometric argument using the fixed-point equation r = 1 + 1/r gives r_n − φ ≈ (r_{n−1} − φ) / φ², so the error is multiplied by 1/φ² ≈ 0.382 each step.
- Recurrence for ratios: r_{n+1} = 1 + 1/r_n
- Fixed point of r = 1 + 1/r is exactly φ
- Linearization gives error multiplied by 1/φ²
- 06Test a Changed SituationinteractiveTransfer
An interactive simulation that lets the learner change the initial ratio r_1 and watch the iteration r_{n+1} = 1 + 1/r_n. They see that any positive starting ratio still converges to φ, and the gap still multiplies by roughly 1/φ² once it is small. Includes a brief comparison to a slower map (e.g., r_{n+1} = (r_n + 2/r_n)/2 toward √2) to anchor what 'geometric rate' means.
- Try r_1 = 1, 1.5, 2, 3 — all still converge to φ
- Confirm the error factor near φ is still ≈ 1/φ²
- Contrast with Newton's method on √2, whose error squares each step
- 07Where the Story StopsslideBoundary
Note explicitly what this investigation does not claim: it does not derive the closed-form Binet formula, does not extend to negative indices, and does not generalize to every linear recurrence. It also marks that 'geometric with ratio 1/φ²' is the asymptotic statement, not the exact finite-step identity.
- Result is asymptotic; finite gaps differ from C · (1/φ²)ⁿ by a tiny correction
- Scope is positive-index Fibonacci ratios only
- Other recurrences have their own characteristic rates
- 08The Answer, in One GlanceslideResolution
Resolve the driving question in two parts: the ratios converge to φ, and the error shrinks geometrically by a factor of 1/φ² per step. Show a closing visual: the ratio curve flattening onto φ, the gap curve diving on a log scale, and a final line giving the approximate size of the gap at n = 20.
- F(n+1)/F(n) → φ as n → ∞
- |F(n+1)/F(n) − φ| is roughly C · (1/φ²)ⁿ
- By n = 20 the gap is already on the order of 10⁻⁵
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