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Published on: 04/06/2021
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1.
The area A of circle of diameter ‘d’ is given for the following values
| D | 80 | 85 | 90 | 95 | 100 |
| A | 5026 | 5674 | 6362 | 7088 | 7854 |
Find the approximate values for the areas of circles of diameter 82 and 91 respectively
2.
If u0 = 560, u1 = 556, u2 = 520, u4 = 385, show that u3 = 465
3.
Using Lagrange’s interpolation formula find a polynomial which passes through the points (0, –12), (1, 0), (3, 6) and (4,12).
4.
Find the missing figures in the following table
| x | 0 | 5 | 10 | 15 | 20 | 25 |
| y | 7 | 11 | - | 18 | - | 32 |
5.
Using interpolation estimate the business done in 1985 from the following data
| Year | 1982 | 1983 | 1984 | 1986 |
| Business done (in lakhs) | 150 | 235 | 365 | 525 |
1.
Let the diameter be x and area be y.
To find y when x = 82, use Newton's forward interpolation form
∴ x0 + nh = 82 ⇒ 80 + n(5) ⇒ 82 - 80 = 2
⇒ n = \(\frac{2}{5}\) = 0.4
The difference table is
∴ y(82) = y0 + \(\frac { n }{ 1! } { \triangle y }_{ 0 }+\frac { n(n+1) }{ 2! } { \triangle }^{ 2 }{ y }_{ 0 }+\frac { n(n+1)(n+2) }{ 3! } { \triangle }^{ 3 }{ y }_{ 0 }\)+ \(\frac { n(n+1)(n+2)(n-3) }{ 4! } { \triangle }^{ 4 }{ y }_{ 0 }\)
+ \(\frac{(0.4)(0.4-1)(0.4-2)}{6}\)(-2)
= 5026 + 259.2 + (0.4) (-0.6) (20) + \(\frac{(0.4)(-0.6)(-1.6)(-1)}{3}\) + \(\frac{(0.4)(-0.6)(-1.6)(-2.6)}{3}\)
= 5026 + 259.2 - 4.8 - 0.128 - 0.1664
= 5280.10
∴ When the diameter is 82, area of circle is 5280.1 (≅ 5281)
To find y when x = 91, use Newton's backward interpolation formula.
∴ xn + nh = 91 ⇒ 100 + n(5) = 91
⇒ 5n = 91 - 100
⇒ 5n = -9 ⇒ n = \(\frac{-9}{5}\) = 1.8
Newton's backward interpolation formula is
y(x=xn+nh) = yn + \(\frac { n }{ 1! } \triangledown { y }_{ n }+\frac { n(n+1) }{ 2! } { \triangledown }^{ 2 }{ y }_{ n }+\frac { n(n+1)(n+2) }{ 3! } { \triangledown }^{ 3 }{ y }_{ n }\)
y(x = 91) = 7854 - 1.8 (766) +
\(+\frac{(-1.8)(-1.8+1)(-1.8+2)(-1.8+3)}{3!}\)(4)
⇒ y(x = 91) = 7854 - 1378.8 + (-1.8) (-0.8) (20) + (-1.8) (-0.8) (0.2) + \(\frac{(-1.8)(-0.8)(0.2)(1.2)}{6}\) (4)
⇒ y(x = 91) = 7854 - 1378.8 + 28.8 + 0.288 + 0.2304
⇒ y(x = 91) = 6504.5
Hence when the diameter is 91, area is 6504.5 ≅ 6504
2.
Since only four values are given,
(E -1)4 u0 = 0
⇒ (E4 - 4E3 + 6E2 - 4E + 1) u0
= u4 - 4 u3 + 6 u2 - 4 u1 + u0
⇒ 385 - 4(u3) + 6(520) - 4 (556) + 560 =0
⇒ 385 - 4u3 + 3120 - 2224 + 560 = 0
⇒ 1841 - 4u3 = 0
⇒ 1841 = 4u3
⇒ u3 = \(\frac{1841}{4}\) = 460.25
∴ u3 = 460.25
3.
Given
| x | 0 | 1 | 3 | 4 |
| y | -12 | 0 | 6 | 12 |
Here the intervals are unequal
∴ By Lagranges interpolation formula, we have
x0 = 0, x1 = 1, x2 = 3, x3 = 4
y0 = -12, y1 = 0, y2 = 6, y3 = 12 and x = x.
∴ y = f(x) = \(\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 })({ x }_{ 0 }-{ x }_{ 3 }) } \times { y }_{ 0 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 1 }-{ x }_{ 0 })({ x }_{ 1 }-{ x }_{ 2 })(x_{ 1 }-{ x }_{ 3 }) } \times { y }_{ 1 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 }) }{ ({ x }_{ 2 }-{ x }_{ 0 })({ x }_{ 2 }-{ x }_{ 1 })({ x }_{ 2 }-{ x }_{ 3 }) } \times { y }_{ 2 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 2 }) }{ ({ x }_{ 3 }-{ x }_{ 0 })({ x }_{ 3 }-{ x }_{ 1 })({ x }_{ 3 }-{ x }_{ 2 }) } \times { y }_{ 3 }\)
= \(\frac { (x-1)(x-3)(x-4) }{ (0-1)(0-3)(0-4) } (-12)+\frac { (x-0)(x-3)(x-4) }{ (1-0)(1-3)(1-4) } (0)+\frac { (x-0)(x-1)(x-4) }{ (3-0)(3-1)(3-4) } (6)+\frac { (x-1)(x-3)(x-4) }{ (4-0)(4-1)(4-3) } (12)\)
= \(\frac { (x-1)(x-3)(x-4) }{ (-1)(-3)(-4) } (-12)+0+\frac { x(x-1)(x-4) }{ (3)(2)(-1) } (6)+\frac { x(x-1)(x-3) }{ (4)(3)(1) } (12)\)
= +[(x - 1)(x - 3)(x - 4)] - x (x - 1)(x - 4) + x(x - 1)(x - 3)
= +[(x3-4x+3)(x-4)] -x(x2-5x+4) + x(x2-4x + 3)
= - (x3 - 8x2+ 19x - 12) - 4x2 + 3x
= (x - 4)(x2 - 4x + 3) - x (x2 - 5x + 4) + x(x2 - 4x + 3)
= x3 - 7x2 + 19x - 12.
4.
Let the missing entries be y2 and y4
Since only four values of f(x) are given, the polynomial which fits the data is of degree 3.
Hence fourth differences are zero
⇒ (E - 1)4yk = 0
⇒ (E4- 4E3 + 6E2 - 4E + 1) yk = 0 (1)
Put k = 0 in (1) we get,
y4 - 4y3 + 6y2 - 4y1 + y0 = 0
y4 - 4(18) + 6y2 - 4(11) + 7 = 0
⇒ y4 - 72 + 6y2 - 44 + 7 = 0
⇒ y4 + 6y2 = 109 (2)
Put k = 1 in (1) we get,
(E4- 4E3 + 6E2 - 4E + 1) y1 = 0
⇒ y5 - 4y4 + 6y3 - 4y2 +y1 = 0
⇒ 32 - 4 (y4) + 6 (18) - 4y2 + 11 = 0
32 - 4y4 + 108 - 4y2 + 11 = 0
⇒ -4y4 - 4y2 + 151 = 0
| -4y4 - 4y2 | = | -151 | |
| (2) \(\times\) 4 ➝ | 4y4 + 24y2 | = | 436 |
| Adding, | 20y2 | = | 285 |
Adding,
⇒ y2 = 14.25
Substituting y2 = 14.25 in (2) we get,
y4 + 6 (14.25) = 109
⇒ y4 + 85.5 = 109
⇒ y4 = 109 - 58.5
⇒ y4 = 23.5
5.
Given:
| Year | 1982 | 1983 | 1984 | 1986 |
| Business done (in lakhs) | 150 | 235 | 365 | 525 |
Here, the intervals are unequal:
∴ By Lagrange's interpolation formula, we have
x0 = 1982, x1 = 1983, x2 = 1984, x3 = 1986
y0 = 150, y1 = 235, y2 = 365, y3 = 525 and x = 1985
=\(\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 })({ x }_{ 0 }-{ x }_{ 3 }) } \times { y }_{ 0 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 1 }-{ x }_{ 0 })({ x }_{ 1 }-{ x }_{ 2 })(x_{ 1 }-{ x }_{ 3 }) } \times { y }_{ 1 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 }) }{ ({ x }_{ 2 }-{ x }_{ 0 })({ x }_{ 2 }-{ x }_{ 1 })({ x }_{ 2 }-{ x }_{ 3 }) } \times { y }_{ 2 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 2 }) }{ ({ x }_{ 3 }-{ x }_{ 0 })({ x }_{ 3 }-{ x }_{ 1 })({ x }_{ 3 }-{ x }_{ 2 }) } \times { y }_{ 3 }\) \(\frac { (1985-1983)(1985-1984)(1985-1986) }{ (1982-1983)(1982-1984)(1982-1986) } \times 150+\frac { (1985-1982)(1985-1984)(1985-1986) }{ (1983-1982)(1983-1984)(1983-1986) } \times 235+\frac { (1985-1982)(1985-1983)(1985-1986) }{ (1984-1982)(1984-1983)(1984-1986) } \times 365+\frac { (198 5-1982)(1985-1983)(1985-1984) }{ (1986-1982)(1986-1983)(1986-1984) } \times 525\)
\(=\frac { (2)(1)(-1) }{ (-1)(-2)(-4) } \times 150+\frac { (3)(1)(-1) }{ (1)(-1)(-3) } \times \)
= 37.5 + 235 + 547.5 + 131.25
= 481.25
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