- 2070 Magh · 8 marks
Newton interpolation: y(3), y(7)
Short answer
Using Newton's forward formula with p=0.5 and x0=2 yields y(3) ≈ 4.7125. Using Newton's backward formula with p=-2.5 and xn=12 yields y(7) ≈ 2.9969.
Compute the value of y(3) and y(7) from the following data using Newton's interpolation formula.
| x | 2 | 4 | 6 | 8 | 10 | 12 |
|---|---|---|---|---|---|---|
| y | 5.1 | 4.2 | 3.1 | 3.5 | 6.2 | 7.3 |
The points are equally spaced (h = 2), so Newton's formulas apply. Use the forward formula for x near the start of the table and the backward formula for x near the end.
Difference table
| 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 |
y(3): Newton's forward formula
y(x) = y₀ + pΔy₀ + p(p−1)/2! Δ²y₀ + p(p−1)(p−2)/3! Δ³y₀ + …, p = (x − x₀)/h
x₀ = 2, p = (3 − 2)/2 = 0.5. The differences used are the top diagonal: Δy₀ = −0.9, Δ²y₀ = −0.2, Δ³y₀ = 1.7, Δ⁴y₀ = −0.9, Δ⁵y₀ = −3.8.
| 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 |
y(3) ≈ 4.7125
y(7): Newton's backward formula
y(x) = yₙ + p∇yₙ + p(p+1)/2! ∇²yₙ + p(p+1)(p+2)/3! ∇³yₙ + …, p = (x − xₙ)/h
xₙ = 12, p = (7 − 12)/2 = -2.5. The differences used are the last diagonal: ∇yₙ = 1.1, ∇²yₙ = −1.6, ∇³yₙ = −3.9, ∇⁴yₙ = −4.7, ∇⁵yₙ = −3.8.
| Term | Coefficient | Difference | Value |
|---|---|---|---|
| yₙ | 1 | 7.3 | 7.3000 |
| ∇y | p = -2.5000 | 1.1 | -2.7500 |
| ∇²y | p(p+1)/2! = 1.8750 | -1.6 | -3.0000 |
| ∇³y | p(p+1)(p+2)/3! = -0.3125 | -3.9 | 1.2188 |
| ∇⁴y | p(p+1)(p+2)(p+3)/4! = -0.0391 | -4.7 | 0.1836 |
| ∇⁵y | p(p+1)…(p+4)/5! = -0.0117 | -3.8 | 0.0445 |
y(7) ≈ 2.9969
All six points are used, so both formulas represent the same degree-5 polynomial; for example the forward formula with p = 2.5 also gives 2.9969.
Answer: y(3) ≈ 4.7125, y(7) ≈ 2.9969
✓ Answer checked by Claude Opus 5.5 (high effort)
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