- 2074 Bhadra · 8 marks
Newton forward and Stirling
Short answer
Use h = 2. Newton's forward formula from x0 = 2 with p = 0.5 gives y(3) = 4.7125. Stirling's central difference formula centered at x0 = 6 with p = 0.2 gives y(6.4) = 3.0214.
From the following data, compute: (a) y(3) using Newton's forward interpolation formula (b) y(6.4) using Stirling's formula
| x | 2 | 4 | 6 | 8 | 10 | 12 |
|---|---|---|---|---|---|---|
| y | 5.1 | 4.2 | 3.1 | 3.5 | 6.2 | 7.3 |
Forward difference table (h = 2)
| x | y | Δy | Δ²y | Δ³y | Δ⁴y | Δ⁵y |
|---|---|---|---|---|---|---|
| 2 | 5.1 | -0.9 | -0.2 | 1.7 | -0.9 | -3.8 |
| 4 | 4.2 | -1.1 | 1.5 | 0.8 | -4.7 | |
| 6 | 3.1 | 0.4 | 2.3 | -3.9 | ||
| 8 | 3.5 | 2.7 | -1.6 | |||
| 10 | 6.2 | 1.1 | ||||
| 12 | 7.3 |
(a) y(3) by Newton's forward formula
y(x₀ + ph) = y₀ + pΔy₀ + p(p−1)/2! Δ²y₀ + p(p−1)(p−2)/3! Δ³y₀ + …
x₀ = 2, h = 2, so p = (3 − 2)/2 = 0.5.
| Term | Coefficient | Difference | Value |
|---|---|---|---|
| y₀ | 1 | 5.1 | 5.1000 |
| Δy | p = 0.5000 | -0.9 | -0.4500 |
| Δ²y | p(p−1)/2! = -0.1250 | -0.2 | 0.0250 |
| Δ³y | p(p−1)(p−2)/3! = 0.0625 | 1.7 | 0.1063 |
| Δ⁴y | p(p−1)(p−2)(p−3)/4! = -0.0391 | -0.9 | 0.0352 |
| Δ⁵y | p(p−1)…(p−4)/5! = 0.0273 | -3.8 | -0.1039 |
Sum of the terms: y(3) = 4.7125
Answer (a): y(3) ≈ 4.7125
(b) y(6.4) by Stirling's formula
Stirling's formula is used near the middle of the table. Take the central value x₀ = 6, so p = (6.4 − 6)/2 = 0.2. Subscripts count steps from x₀ (y₋₁ is the value one step before x₀). Differences are read around x₀ from the table above (Δy₋₁ = −1.1, Δy₀ = 0.4; Δ²y₋₁ = 1.5; Δ³y₋₂ = 1.7, Δ³y₋₁ = 0.8; Δ⁴y₋₂ = −0.9).
y(x₀ + ph) = y₀ + p·(Δy₋₁ + Δy₀)/2 + p²/2!·Δ²y₋₁ + p(p²−1)/3!·(Δ³y₋₂ + Δ³y₋₁)/2 + p²(p²−1)/4!·Δ⁴y₋₂
| Term | Coefficient | Difference | Value |
|---|---|---|---|
| y₀ | 1 | 3.1 | 3.1000 |
| p·(Δy₋₁+Δy₀)/2 | 0.2000 | -0.35 | -0.0700 |
| p²/2!·Δ²y₋₁ | 0.0200 | 1.5 | 0.0300 |
| p(p²−1)/3!·(Δ³y₋₂+Δ³y₋₁)/2 | -0.0320 | 1.25 | -0.0400 |
| p²(p²−1)/4!·Δ⁴y₋₂ | -0.0016 | -0.9 | 0.0014 |
Answer (b): y(6.4) ≈ 3.0214
✓ Answer checked by Claude Opus 5.5 (high effort)
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