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Published on: 23/06/2021
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1.
Using Lagrange's formula and y(x) from the following table.
| x | 6 | 7 | 10 | 12 |
| y | 13 | 14 | 15 | 17 |
2.
Using Lagrange's formula, find the value of y when x = 42 from the following table
| x | 40 | 50 | 60 | 70 |
| y | 31 | 73 | 124 | 159 |
3.
Estimate the population for the year 1995.
| year (x) | 1961 | 1971 | 1981 | 1991 | 2001 |
| population in thousands (y) | 46 | 66 | 81 | 93 | 101 |
4.
Find the number of men getting wages between Rs. 30 and Rs. 35 from the following table.
| Wages (x) | 20 - 30 | 30 - 40 | 40 - 50 | 50 - 60 |
| No. of men (y) | 9 | 30 | 35 | 42 |
5.
From the following data, estimate the population for the year 1986 graphically.
| year | 1960 | 1970 | 1980 | 1990 | 2000 |
| Population (in thousands) | 12 | 15 | 20 | 26 | 33 |
1.
Given
xo = 6, x1 = 7, x2 = 10, x3 = 12
yo = 13, y1 = 14, y2 = 15, y3 = 17
Using Lagrange's formula,
y(11) = \(13\frac { (4)(1)(-1) }{ (-1)(-4)(-6) } +14\frac { (5)(1)(-1) }{ (1)(-3)(-5) } +5\frac { (5)(4)(-1) }{ (4)(3)(-2) } +17\frac { (5)(4)(1) }{ (6)(5)(2) } \)
= 2.1666 - 4.6666 + 12.5 + 5.6666
= 15.6666
∴ y(x) = 15.6666
2.
By data, we have
xo = 40, x1 = 50, x2 = 60, x3 = 70
yo = 31, y1 = 73, y2 = 124, y3 = 159.
Using Lagrange's formula, we get
\(y={ y }_{ 0 }\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 })({ x }_{ 0 }-{ x }_{ 3 }) } +{ y }_{ 1 }\frac { (x-{ x }_{ 0 })(x-{ x }_{ 2 })(x-{ x }_{ 3 }) }{ ({ x }_{ 1 }-{ x }_{ 0 })({ x }_{ 1 }-{ x }_{ 2 })({ x }_{ 1 }-{ x }_{ 3 }) } { y }_{ 2 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 }) }{ ({ x }_{ 2 }-{ x }_{ 0 })({ x }_{ 2 }-{ x }_{ 1 })({ x }_{ 2 }-{ x }_{ 3 }) } +{ y }_{ 3 }\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 }) }{ ({ x }_{ 3 }-{ x }_{ 0 })({ x }_{ 3 }-{ x }_{ 1 })({ x }_{ 3 }-{ x }_{ 2 }) } \)
∴ y(42) = 31\(\frac { (-8)(-18)(-28) }{ (-10)(-20)(-30) } +73\frac { (2)(-18)(-28) }{ (10)(-10)(-20) } +124\frac { (2)(-8)(-28) }{ (20)(10)(-10) } +59\frac { (2)(-8)(-28) }{ (30)(20)(10) } \)
= 20. 832 + 36. 792 - 27. 776 + 7.632
y = 37. 48
3.
Since 1995 lies at the table of the table, use Newton's backward interpolation formula.
Also, xn + nh ⇒ x 2001 + n (10) = 1995
⇒ 10n = 1995 - 2001 ⇒ n = \(\frac{-6}{10}\) ⇒ n = -0.6
\(\Rightarrow { y }_{ n }+\frac { n }{ n! } \nabla { y }_{ n }+\frac { n(n+1) }{ 2! } { \nabla }^{ 2 }{ y }_{ n }+\frac { n(n+1)(n-2) }{ 3! } { \nabla }^{ 3 }{ (y }_{ n })\)
The difference table is
| x | y | ∇y | ∇2y | ∇3y | ∇4y |
|---|---|---|---|---|---|
| 1961 | 46 | ||||
| 1971 | 66 | 20 | |||
| 1981 | 81 | 15 | -5 | ||
| 1991 | 93 | 12 | -3 | -2 | |
| 2001 | 101 | 8 | -4 | -1 | -3 |
∴ \(y=101+\frac { (0.6) }{ 1! } (8)+\frac { (-0.6)(-0.6+1) }{ 2! } (-4)+\frac { (-0.6)(-0.6+1)(-0.6+2) }{ 3! } (-1)+\frac { (-0.6)(-0.6+1)(-0.6+2)(-0.6+3) }{ 4! } (-3)\)
= 101 - (0.6)8 + \(\frac { (-0.6)(0.4) }{ 2 } (-4)+\frac { (-0.6)(0.4)(1.4) }{ 6 } (-1)+\frac { (0.6)(0.4)(1.4)(2.4)(-3) }{ 24 } \)
= 96.8368
Hence, population for the year 1995 is 96.837 thousands.
4.
Let us calculate the number of men whose wages is less than Rs. 35 by using Newton's forward interpolation formula
xo + nh = x ⇒ 30 + n (10) = 35
⇒ 10n = 35 - 30 = 5
⇒ n = \(\frac{5}{10}\) = 0.5
The difference table is
\(\Rightarrow { y }_{ o }+\frac { n }{ n! } \triangle { y }_{ o }+\frac { n(n+1) }{ 2! } { \triangle }^{ 2 }{ y }_{ o }+\frac { n(n+1)(n-2) }{ 3! } { \triangle }^{ 3 }{ (y }_{ o })\)
\(y(35)=9+\frac { 0.5 }{ 1! } (30)+\frac { (0.5)(0.5-1) }{ 2 } (5)+\frac { (0.5)(0.5-1)(0.5-2) }{ 6 } (2)\)
= 9 + 15 - 0.6 + 0.1 = 24 (approximately)
∴ Number of men getting wages between Rs. 30 and Rs. 35 is y(35) - y(30) = 24 - 9 = 15.
5.
From the graph, it is found that the population for 1986 was 24 thousands.
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