- 2073 Magh · 4 marks
Derive derivatives from Newton forward
Short answer
From Newton forward formula y(x0+ph), differentiate w.r.t. x: dy/dx = (1/h)[Δy0 + (2p-1)/2 Δ²y0 + (3p²-6p+2)/6 Δ³y0 + …]; d²y/dx² = (1/h²)[Δ²y0 + (p-1)Δ³y0 + (6p²-18p+11)/12 Δ⁴y0 + …]. At p=0, y′(x0) = (1/h)(Δy0 − ½Δ²y0 + ⅓Δ³y0 − …), y″(x0) = (1/h²)(Δ²y0 − Δ³y0 + 11/12 Δ⁴y0 − …).
Derive the formula to evaluate y'(x) and y''(x) from Newton's Forward Interpolation formula.
Newton's forward interpolation formula, with p = (x − x₀)/h so that dp/dx = 1/h, is
y = y₀ + pΔy₀ + p(p−1)/2!·Δ²y₀ + p(p−1)(p−2)/3!·Δ³y₀ + p(p−1)(p−2)(p−3)/4!·Δ⁴y₀ + …
Expanding the coefficients in powers of p:
y = y₀ + pΔy₀ + (p²−p)/2·Δ²y₀ + (p³−3p²+2p)/6·Δ³y₀ + (p⁴−6p³+11p²−6p)/24·Δ⁴y₀ + …
First derivative
Differentiate with respect to p and use dy/dx = (dy/dp)(dp/dx) = (1/h)(dy/dp):
dy/dx = (1/h)[ Δy₀ + (2p−1)/2·Δ²y₀ + (3p²−6p+2)/6·Δ³y₀ + (4p³−18p²+22p−6)/24·Δ⁴y₀ + … ]
Second derivative
Differentiate again: d²y/dx² = (1/h²)·d²y/dp²:
d²y/dx² = (1/h²)[ Δ²y₀ + (p−1)Δ³y₀ + (6p²−18p+11)/12·Δ⁴y₀ + … ]
At the tabulated point x = x₀ (p = 0)
y′(x₀) = (1/h)[ Δy₀ − Δ²y₀/2 + Δ³y₀/3 − Δ⁴y₀/4 + … ]
y″(x₀) = (1/h²)[ Δ²y₀ − Δ³y₀ + 11Δ⁴y₀/12 − … ]
These formulas are used when x is near the beginning of the table; the corresponding backward formulas are used near the end.
✓ Answer checked by Claude Opus 5.5 (high effort)
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