Newton- Raphson method
Let x₀ be an approximation value of a root of the equation f(x) = 0.
Let x₁ be the exact root closer to x₀. So that x₁ = x₀ + h. Where h is small.
Since x₁ is the exact root of f(x) = 0, we have f(x₁) =0, i.e f( x₀ + h) =0
i.e f( x₀)+h/1![f'( x₀)]+h²/2![f"( x₀)]+....=0 by Taylor's theorem.
Since h is small, h² and higher powers of h may be omitted.
Hence
f( x₀)+h[f'( x₀)] = 0
=> h = -f( x₀)/f'( x₀) .....(1)
∴ x₁ = x₀ + h = x₀ -f( x₀)/f'( x₀) [using(1)]
Taking x₁ as an approximation value of the root, a still better approximation x₂ can be obtained by
x₂ = x₁ -f( x₁)/f'( x₁)
The iterative process is continued until we get the required accuracy.
The iterative formula is
xₙ₊₁ = xₙ - f(xₙ)/f'(xₙ) (for n= 0,1,2,.....)
is called the Newton- Raphson method or Newton's iteration formula.
Remarks
1) When the derivative of f(x) can be easily found and is a simple expression, then the real root of the equation f(x)=0 can be computed rapidly by the Newton Raphson method.
2) Newton's formula converges provided the initial approximation x₀ is chosen sufficiently too close to the root.
3) Condition for convergence of Newton-Raphson method
The Newton-Raphson formula is
xₙ₊₁ = xₙ - f(xₙ)/f'(xₙ) ....(1)
The iteration formula is
xₙ₊₁ = 𝜙(xₙ) ....(2)
From (1) and (2), we get
𝜙(x) = x - f(x)/f'(x)
We know that the condition for convergence of the iteration method is
|𝜙'(x)|<1
∴ The corresponding condition for the Newton- Raphson method is
|1-{[f'²(x) - f(x).f"(x)]/ f'²(x)}|<1
=> |[f(x).f"(x)]/f'²(x)|<1
=> |[f(x).f"(x)]|< {f'(x)}², for all x in the interval in which the root lies.
Example: Solve by Newton-Raphson method: x³-3x+1=0.
Solution. Let f(x) = x³-3x+1 ....(1)
f(0) = +1 (+ve)
f(1) = 1-3+1 = 2-3 = -1(-ve)
Clearly f(0) and f(1) are of opposite signs.
∴ root of the equation (1) lies between 0 and 1.
∴ Taking initial approximation x₀=0.5
Using Newton- Raphson method
xₙ₊₁ = xₙ - f(xₙ)/f'(xₙ) .....(2)
Since f(x) = x³-3x+1
=> f'(x) = 3x² -3
Hence (2) becomes
xₙ₊₁ = xₙ - [(xₙ)³-3xₙ+1]/[3(xₙ)²-3]
= [3xₙ³-3xₙ-xₙ³+3xₙ-1]/[3(xₙ²-1)]
=[ 2xₙ³-1]/[3(xₙ²-1)] ....(3)
Putting n=0 in (3), then first approximation is
x₁ = [2x₀³ -1]/[3( x₀²-1)] = [2(.5)³-1]/[3(.5²-1)] = 0.3333
Putting n= 1 in (3), then second approximation is
x₂ = [2x₁³ -1]/[3( x₁²-1)] = 0.3472
Putting n= 2 in (3), then third approximation is
x₃ = [2x₂³ -1]/[3( x₂²-1)] = 0.3470
Hence x₂ = x₃ = 0.347 correct to three decimal places.
Thus root is 0.347 Ans.
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