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Prepared By: Harshad Koshti
NSM (2140706)
Newton’s Forward & Backword
Interpolation
Interpolation
Let the function y=f(x) take the values y0, y1,y2,…,yn corresponding
to the values x0,x1,x2,…,xn of x. The process of finding the value of y
corresponding to any value of x=xi between x0 and xn is called
interpolation.
Newton’s Forward Interpolation
ο‚΄ Let the function y=f(x) take the values y0,y1,y2,…,yn corresponding to the
values x0,x1,x2,…,xn of x. Suppose it is required to evaluate f(x) for x=x0 + rh ,
where r is any real number.
ο‚΄ Formula :
Yn (x) = yo + π‘Ÿβˆ†yo +
π‘Ÿ π‘Ÿβˆ’1
2!
βˆ†2yo +
π‘Ÿ π‘Ÿβˆ’1 (π‘Ÿβˆ’2)
3!
βˆ†3yo + β‹―
where r =
xβˆ’x0
β„Ž
Newton’s Forward Interpolation
x y Dy D2y D3y D4y D5y
x0 y0
Dy0 = y1- y0
x1 y1 D2y0 = Dy1- Dy0
Dy1 = y2 - y1 D3y0 = D2y1- D2y0
x2 y2 D2y1 = Dy2 - Dy1 D4y0 = D3y1- D3y0
Dy2 = y3 - y2 D3y1 = D2y2 - D2y1 D5y0 = D4y1- D4y0
x3 y3 D2y2 = Dy3 - Dy2 D4y1 = D3y2 - D3y1
Dy3 = y4 - y3 D3y2 = D2y3 - D2y2
x4 y4 D2y3 = Dy4 - Dy3
Dy4 = y5 - y4
x5 y5
Example: If f(x) is known at the following data points then
find f(0.5) using Newton's forward difference formula.
xi 0 1 2 3 4
fi 1 7 23 55 109
x fi Dfi D2fi D3fi D4fi
0 1
6
1 7 10
16 6
2 23 16 0
32 6
3 55 22
54
4 109
By Newton's forward difference formula
yn(x) = yo + π‘Ÿβˆ†yo +
π‘Ÿ π‘Ÿβˆ’1
2!
βˆ†2yo +
π‘Ÿ π‘Ÿβˆ’1 (π‘Ÿβˆ’2)
3!
βˆ†3yo + β‹―
at x = 0.5, r =
xβˆ’x0
β„Ž
=
0.5 βˆ’ 0
1
= 0.5
f(0.5) = 1 + 0.5 * 6 +
0.5(0.5 βˆ’ 1)
2!
βˆ— 10 +
0.5(0.5 βˆ’ 1)(0.5 βˆ’ 2)
3!
*6
= 1 + 3 + 2.5 * (-0.5) + (-0.25)(-1.5)
= 3.125
Newton’s Backword Interpolation
ο‚΄ Let the function y=f(x) take the values y0,y1,y2,…,yn
corresponding to the values x0,x1,x2,…,xn of x. Suppose it is
required to evaluate f(x) for x=x0 + r*h , where r is any real
number.
ο‚΄ Formula :
 yn(x) = yn +rΰͺΈyn +
π‘Ÿ π‘Ÿ+1
2!
ΰͺΈ2
yn +
π‘Ÿ π‘Ÿ+1 (π‘Ÿ+2)
3!
ΰͺΈ3
yn + β‹―
where r =
xβˆ’xn
β„Ž
Example:
ο‚΄ Consider Following Tabular Values Determine y (300).
X 50 100 150 200 250
y 618 724 805 906 1032
x y ΰͺΈy ΰͺΈ2y ΰͺΈ3y ΰͺΈ4y
50 618
106
100 724 -25
81 45
150 805 20 -40
101 5
200 906 25
126
250 1032
Apply Newton’s backword formula
yn(x) = yn +rΰͺΈyn +
𝒓 𝒓+𝟏
𝟐!
ΰͺΈπŸ
yn +
𝒓 𝒓+𝟏 (𝒓+𝟐)
πŸ‘!
ΰͺΈπŸ‘
yn + β‹―
at x = 300, r =
xβˆ’x0
𝒉
=
300 βˆ’ 250
πŸ“πŸŽ
= 1
f(300) = 1032 + 1 * 126 +
𝟏 𝟏+𝟏
𝟐!
βˆ— πŸπŸ“ +
𝟏 𝟏+𝟏 (𝟏+𝟐)
πŸ‘!
βˆ— πŸ“ +
𝟏 𝟏+𝟏 (𝟏+𝟐)(𝟏+πŸ’)
πŸ’!
βˆ— (βˆ’πŸ’πŸŽ)
= 1032 + 126 + 25 + 5 – 40
= 1148
1. newtonsforwardbackwordinterpolation-190305095001.pdf

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1. newtonsforwardbackwordinterpolation-190305095001.pdf

  • 1. Prepared By: Harshad Koshti NSM (2140706) Newton’s Forward & Backword Interpolation
  • 2. Interpolation Let the function y=f(x) take the values y0, y1,y2,…,yn corresponding to the values x0,x1,x2,…,xn of x. The process of finding the value of y corresponding to any value of x=xi between x0 and xn is called interpolation.
  • 3. Newton’s Forward Interpolation ο‚΄ Let the function y=f(x) take the values y0,y1,y2,…,yn corresponding to the values x0,x1,x2,…,xn of x. Suppose it is required to evaluate f(x) for x=x0 + rh , where r is any real number. ο‚΄ Formula : Yn (x) = yo + π‘Ÿβˆ†yo + π‘Ÿ π‘Ÿβˆ’1 2! βˆ†2yo + π‘Ÿ π‘Ÿβˆ’1 (π‘Ÿβˆ’2) 3! βˆ†3yo + β‹― where r = xβˆ’x0 β„Ž
  • 4. Newton’s Forward Interpolation x y Dy D2y D3y D4y D5y x0 y0 Dy0 = y1- y0 x1 y1 D2y0 = Dy1- Dy0 Dy1 = y2 - y1 D3y0 = D2y1- D2y0 x2 y2 D2y1 = Dy2 - Dy1 D4y0 = D3y1- D3y0 Dy2 = y3 - y2 D3y1 = D2y2 - D2y1 D5y0 = D4y1- D4y0 x3 y3 D2y2 = Dy3 - Dy2 D4y1 = D3y2 - D3y1 Dy3 = y4 - y3 D3y2 = D2y3 - D2y2 x4 y4 D2y3 = Dy4 - Dy3 Dy4 = y5 - y4 x5 y5
  • 5. Example: If f(x) is known at the following data points then find f(0.5) using Newton's forward difference formula. xi 0 1 2 3 4 fi 1 7 23 55 109 x fi Dfi D2fi D3fi D4fi 0 1 6 1 7 10 16 6 2 23 16 0 32 6 3 55 22 54 4 109
  • 6. By Newton's forward difference formula yn(x) = yo + π‘Ÿβˆ†yo + π‘Ÿ π‘Ÿβˆ’1 2! βˆ†2yo + π‘Ÿ π‘Ÿβˆ’1 (π‘Ÿβˆ’2) 3! βˆ†3yo + β‹― at x = 0.5, r = xβˆ’x0 β„Ž = 0.5 βˆ’ 0 1 = 0.5 f(0.5) = 1 + 0.5 * 6 + 0.5(0.5 βˆ’ 1) 2! βˆ— 10 + 0.5(0.5 βˆ’ 1)(0.5 βˆ’ 2) 3! *6 = 1 + 3 + 2.5 * (-0.5) + (-0.25)(-1.5) = 3.125
  • 7. Newton’s Backword Interpolation ο‚΄ Let the function y=f(x) take the values y0,y1,y2,…,yn corresponding to the values x0,x1,x2,…,xn of x. Suppose it is required to evaluate f(x) for x=x0 + r*h , where r is any real number. ο‚΄ Formula :  yn(x) = yn +rΰͺΈyn + π‘Ÿ π‘Ÿ+1 2! ΰͺΈ2 yn + π‘Ÿ π‘Ÿ+1 (π‘Ÿ+2) 3! ΰͺΈ3 yn + β‹― where r = xβˆ’xn β„Ž
  • 8.
  • 9. Example: ο‚΄ Consider Following Tabular Values Determine y (300). X 50 100 150 200 250 y 618 724 805 906 1032 x y ΰͺΈy ΰͺΈ2y ΰͺΈ3y ΰͺΈ4y 50 618 106 100 724 -25 81 45 150 805 20 -40 101 5 200 906 25 126 250 1032
  • 10. Apply Newton’s backword formula yn(x) = yn +rΰͺΈyn + 𝒓 𝒓+𝟏 𝟐! ΰͺΈπŸ yn + 𝒓 𝒓+𝟏 (𝒓+𝟐) πŸ‘! ΰͺΈπŸ‘ yn + β‹― at x = 300, r = xβˆ’x0 𝒉 = 300 βˆ’ 250 πŸ“πŸŽ = 1 f(300) = 1032 + 1 * 126 + 𝟏 𝟏+𝟏 𝟐! βˆ— πŸπŸ“ + 𝟏 𝟏+𝟏 (𝟏+𝟐) πŸ‘! βˆ— πŸ“ + 𝟏 𝟏+𝟏 (𝟏+𝟐)(𝟏+πŸ’) πŸ’! βˆ— (βˆ’πŸ’πŸŽ) = 1032 + 126 + 25 + 5 – 40 = 1148