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Published on: 27/11/2019
Numerical Methods
Download Tamil Nadu 12th Standard Business Maths and Statistics question papers, model tests, one-mark questions, important questions, and public exam papers in PDF format. Free study materials and answer keys for TN State Board students.
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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.
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 |
3.
Using graphic method, find the value of y when x=27.
| x | 10 | 15 | 20 | 25 | 30 |
| y | 35 | 32 | 29 | 26 | 23 |
4.
If h = 1 then prove that (E−1Δ)x3 = 3x2 − 3x + 1.
5.
Prove that f(4) = f(3) + Δf(2) + Δ2 f(1) + Δ3 f(1) taking ‘1’ as the interval of differencing.
6.
By constructing a difference table and using the second order differences as constant, find the sixth term of the series 8,12,19,29,42…
7.
Using Lagrange's formula find the value of y when x = 4 from the following table.
| x | 0 | 3 | 5 | 6 | 8 |
| y | 276 | 460 | 414 | 343 | 110 |
8.
From the following table, estimate the premium for a policy maturing at the age of 58.
| Age (x) | 40 | 45 | 50 | 55 | 60 |
| Premium (y) | 114.84 | 96.16 | 83.32 | 74.48 | 68.48 |
9.
If u0 = 560, u1 = 556, u2 = 520, u4 = 385, show that u3 = 465
10.
Find f(2.8) from the following table.
| x | 0 | 1 | 2 | 3 |
| f(x) | 1 | 2 | 11 | 34 |
11.
Using Newton’s forward interpolation formula find the cubic polynomial.
| x | 0 | 1 | 2 | 3 |
| f(x) | 1 | 2 | 1 | 10 |
12.
The population of a certain town is as follows
| Year : x | 1941 | 1951 | 1961 | 1971 | 1981 | 1991 |
| Population in lakhs:y | 20 | 24 | 29 | 36 | 46 | 51 |
Using appropriate interpolation formula, estimate the population during the period 1946.
13.
The values of y = f(x) for x = 0,1,2, ...,6 are given by
| x | 0 | 1 | 2 | 3 | 4 | 5 | 6 |
| y | 2 | 4 | 10 | 16 | 20 | 24 | 38 |
Estimate the value of y (3.2) using forward interpolation formula by choosing the four values that will give the best approximation.
14.
If c is a constant, then Δc = ______________
c.∆
c.∇
0
1
15.
For the given points (x0, y0) and (x1, y1) the Lagrange’s formula is _______.
\(y(x)=\frac{x-x_{1}}{x_{0}-x_{1}} y_{0}+\frac{x-x_{0}}{x_{1}-x_{0}} y_{1}\)
\(y(x)=\frac{x_{1}-x}{x_{0}-x_{1}} y_{0}+\frac{x-x_{0}}{x_{1}-x_{0}} y_{1}\)
\(y(x)=\frac{x-x_{1}}{x_{0}-x_{1}} y_{1}+\frac{x-x_{0}}{x_{1}-x_{0}} y_{0}\)
\(y(x)=\frac{x_{1}-x}{x_{0}-x_{1}} y_{1}+\frac{x-x_{0}}{x_{1}-x_{0}} y_{0}\)
16.
∇ f(a) = _______.
f (a) + f(a−h)
f (a) − f(a + h)
f (a) − f(a − h)
f (a)
17.
E f (x)= _______.
f(x− h)
f (x)
f(x+ h)
f(x+ 2h)
18.
If ‘n’ is a positive integer Δn[ Δ-n f(x)] _______.
f(2x)
f(x+ h)
f (x)
Δf(x)
19.
When h = 1, find Δ (x3).
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.
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.
3.
From the graph, it is clear that when x = 27, the value of y is 24.8
4.
Given h = 1
LHS = (E−1Δ) x3
= Δ(E-1(x3))
= Δ(x - h)3 [∵ E-1f(x) = f(x - nh)]
= Δ(1 - h)3 [∵ h = 1]
= (x - 1+ 1)3 - (x - 1)3 [∵ Δf(x) =f(x + h) - f(x)]
= x3 - (x - 1)3
= x3 - (x3 - 3x2 + 3x - 1)
[∵ (a - b)3 = a3 - 3a2b + 3ab2 - b3]
= x3 - x3 + 3x2 - 3x + 1
= 3x2 - 3x + 1
= RHS
Hence proved
5.
We know that f(4) − f(3) = Δf(3)
f(4) − f(3) = Δf(3)
= Δ[f(2) + Δf(2)] ∵[f(3) - f(2) = Δf(2)]
= Δf(2) +Δ2f(2)
= Δf(2) + Δ2 [f(1) + Δf(1)]
∴ f(4) = f(4) + Δf(2) + Δ2 f(1) + Δ3f(1)
6.
Let k be the sixth term of the series in the difference table.
First we find the forward differences
| x | y | ∆ | ∆2 |
| 1 | 8 | ||
| 4 | |||
| 2 | 12 | 3 | |
| 7 | |||
| 3 | 19 | 3 | |
| 10 | |||
| 4 | 29 | 3 | |
| 13 | |||
| 5 | 42 | k-55 | |
| k-42 | |||
| 6 | k |
Given that the second differences are constant
∴ k – 55 = 3
k = 58
∴ the sixth term of the series is 58
7.
Given xo = 0, x1 = 3, x2 = 5, x3 = 6, x4 = 8
yo = 276, y1 = 460, y2 = 414, y3 = 343, y4 = 110
Lagrange's formula is
y = \(\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 })(x-{ x }_{ 3 })(x-{ x }_{ 4 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 })({ x }_{ 0 }-{ x }_{ 3 })({ x }_{ 0 }-{ x }_{ 4 }) } { y }_{ 0 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 2 })(x-{ x }_{ 3 })(x-{ x }_{ 4 }) }{ ({ x }_{ 1 }-{ x }_{ 0 })({ x }_{ 1 }-{ x }_{ 2 })({ x }_{ 1 }-{ x }_{ 3 })({ x }_{ 1 }-{ x }_{ 4 }) } { y }_{ 1 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 })(x-{ x }_{ 4 }) }{ ({ x }_{ 2 }-{ x }_{ 0 })({ x }_{ 2 }-{ x }_{ 1 })({ x }_{ 2 }-{ x }_{ 3 })({ x }_{ 2 }-{ x }_{ 4 }) } { y }_{ 2 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 })(x-{ x }_{ 3 })(x-{ x }_{ 4 }) }{ ({ x }_{ 3 }-{ x }_{ 0 })({ x }_{ 3 }-{ x }_{ 1 })({ x }_{ 3 }-{ x }_{ 2 })({ x }_{ 3 }-{ x }_{ 4 }) } { y }_{ 3 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 2 })(x-{ x }_{ 3 })(x-{ x }_{ 4 }) }{ ({ x }_{ 4 }-{ x }_{ 0 })({ x }_{ 4 }-{ x }_{ 2 })({ x }_{ 4 }-{ x }_{ 3 })({ x }_{ 4 }-{ x }_{ 4 }) } { y }_{ 4 }\)
⇒ 276 \(\frac { (1)(-1)(-2)(-4) }{ (-3)(-5)(-6)(-8) } +460\frac { (4)(-1)(-2)(-4) }{ (3)(-2)(-3)(-5) } +414\frac { (4)(1)(-1)(-4) }{ (5)(2)(-1)(-3) } +343\frac { (4)(1)(-1)(-2) }{ (6)(3)(1)(-2) } +110\frac { (4)(1)(-1)(-2) }{ (8)(5)(3)(2) } \)
⇒ y = -3.066 + 163.555 + 441.6 - 152.44 + 3.666
⇒ y = 453.311.
8.
Using Newton's backward interpolation formula,
we can find y when x = 58.
∴ x + nh = x ⇒ 60 + n(5) = 58
⇒ 5n = 58 - 60 = -2
⇒ n = \(\frac{-2}{5}\)= -0.4
and y(58) = \({ y }_{ n }+\frac { n }{ n! } \nabla { y }_{ n }+\frac { n(n+1) }{ 2! } { \nabla }^{ 2 }{ y }_{ n }+\frac { n(n+1)(n-2) }{ 3! } { \nabla }^{ 3 }{ (y }_{ n })+\) .....
The difference table is
\(y(58)=68.48+\frac { (-0.4) }{ 1! } (-6)+\frac { (0.4)(-0.4+1) }{ 2! } (2.84)+\frac { (-0.4)(-0.4+1)(-0.4+2) }{ 3! } (-1.16)+\frac { (-0.4)(-0.4+2)(-0.4+2)(-0.4+3) }{ 3! } (0.68)\)
=68.48 + (0.4)(6) + \(\frac { (-0.4)(0.6) }{ 2 } (2.84)+\frac { (-0.4)(0.6)(1.6) }{ 6 } (-1.16)+\frac { (-0.4)(0.6)(1.6)(2.6) }{ 24 } (0.68)\)
= 68.48 + 2.4 - 0.3408 + 0.07424 - 0.028288
= 70.5851052
⇒ y(58) = 70.59
∴ Hence, premium for a policy maluting at the age of 58 is 70.59.
9.
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
10.
Given
| x | 0 | 1 | 2 | 3 |
| f(x) | 1 | 2 | 11 | 34 |
Find f(2.8)
Since the required value 2.8 is at the end of the table, apply Newton's backward interpolation formula.
xn + nh = 2.8 ⇒ 3 + n (1) = 2.8
⇒ n = 2.8 - 3 = -0.2
The difference table is
Newton's backward interpolation formula is
y(x = xn + nh) = \(\frac { n }{ 1! } { \triangledown y }_{ n }+\frac { n(n+1) }{ 2! } { \triangledown }^{ 2 }{ y }_{ n }+\frac { n(n+1)(n+2) }{ 3! } { \triangledown }^{ 3 }{ y }_{ n }\)
⇒ y(2.8) = 34 + (-0.2) (23) + \(\frac { (-0.2)(-0.2+1) }{ 2 } (14)+\frac { (0.2)(-0.2+1)(-0.2+2) }{ 6 } \)(16)
⇒ y(2.8) = 34 - 4.6 + (-0.2) (0.8) (7) + (-0.2) (0.8) (1.8)
⇒ y(2.8) = 34 - 4.6 - 1.12- 0.288
⇒ y(2.8) = 27.992
11.
The forward interpolation formula is
\({ y }_{ ({ x=x }_{ 0 }+nh) }={ y }_{ 0 }+\frac { n }{ 1! } =\triangle { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \triangle }^{ 2 }{ y }_{ 0 }+\frac { n(n-1)(n-2) }{ 3! } { \triangle }^{ 3 }{ y }_{ 0 }+...\)
Here x0 + nh = x ⇒ x0 = 0, h = 1
∴ 0 + n = x ⇒ n = x.
The difference table is
| x | y = f(x) | Δy | Δ2y | Δ3y |
|---|---|---|---|---|
| 0 | 1 | |||
| 1 | ||||
| 1 | 2 | -2 | ||
| -1 | 12 | |||
| 2 | 1 | 10 | ||
| 9 | ||||
| 3 | 10 |
\({ y }_{ (n=x) }={ y }_{ 0 }+\frac { n }{ 1! } =\triangle { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \triangle }^{ 2 }{ y }_{ 0 }+\frac { n(n-1)(n-2) }{ 3! } { \triangle }^{ 3 }{ y }_{ 0 }+...\)
\(y=1+\frac { n }{ 1! } (1)+\frac { n(n-1) }{ 2! } (-2)+\frac { n(n-1)(n-2) }{ 6 } (12)\)
⇒ y = 1 + x + (x2 - x)(-1) + x(x2 - 3x + 2) (2)
⇒ y = 1 + x - x2 + x + 2x3 - 6x2 + 4x
⇒ y = 1+ 6x - 7x2 + 2x3
Hence, the cubic polynomial is 2x3 - 7x2+ 6x + 1.
12.
| x | 1941 | 1951 | 1961 | 1971 | 1981 | 1991 |
| y | 20 | 24 | 29 | 36 | 46 | 51 |
Here we find the population for year 1946. (i.e) the value of y at x = 1946. Since the value of y is required near the beginning of the table, we use the Newton’s forward interpolation formula.
\({ y }_{ \left( x={ x }_{ 0 }+nh \right) }={ y }_{ 0 }+\frac { n }{ n! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{ 0 }+\frac { n(n-)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+..\)
To find y at x = 1946
\(\therefore\) x0 + nh = 1946, x0 = 1941, h = 10
1941 + n(10) = 1946 \(\Rightarrow\) n = 0.5
| x | y | \(\Delta y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 3 }y\) | \(\Delta ^{ 4 }y\) | \(\Delta ^{ 5 }y\) |
| 1941 | 20 | |||||
| 4 | ||||||
| 1951 | 24 | 1 | ||||
| 5 | 1 | |||||
| 1961 | 29 | 2 | 0 | |||
| 7 | 1 | -9 | ||||
| 1971 | 36 | 3 | -9 | |||
| 10 | -8 | |||||
| 1981 | 46 | -5 | ||||
| 5 | ||||||
| 1991 | 51 |
Here we find the population for year 1946. (i.e) the value of y at x = 1946. Since the value of y is required near the beginning of the table, we use the Newton’s forward interpolation formula.
\({ y }_{ \left( x=1946 \right) }=20+\frac { 0.5 }{ 1! } (4)+\frac { 0.5(0.5-1) }{ 2! } (1)+\frac { 0.5(0.5-1)(0.5-2) }{ 3! } (1)+\frac { 0.5(0.5-1)(0.5-2)(0.5-3) }{ 4! } (0)+\frac { 0.5(0.5-1)(0.5-2)(0.5-3)(0.5-4) }{ 5! } (-9)\)
= 20+2-0.125+0.0625-0.24609
= 21.69 lakhs
13.
Since we apply the forward interpolation formula,last four values of f(x) are taken into consideration (Take the values from x = 3).
The forward interpolation formula is
\({ y }_{ (x={ x }_{ 0 }+nh) }={ y }_{ 0 }+\frac { n }{ 1! } \Delta { y }_{ 0 }+\frac { n(n-1) }{ 2! } { \Delta }^{ 2 }{ y }_{0 }+\frac { n(n-1)(n-2) }{ 3! } { \Delta }^{ 3 }{ y }_{ 0 }+...\)
x0 + nh = 3.2, x0 = 3,y = 1
\(\therefore n=\frac { 1 }{ 5 } \)
The difference table is
| x | y | \(\Delta y\) | \({ \Delta }^{ 2 }y\) | \({ \Delta }^{ 2 }y\) |
| 3 | 16 | |||
| 4 | ||||
| 4 | 20 | 0 | ||
| 4 | 10 | |||
| 5 | 24 | 10 | ||
| 6 | 38 |
y(x=3.2) = \(16+\cfrac { 1 }{ 5 } (4)+\cfrac { \frac { 1 }{ 5 } \left( \frac { -4 }{ 5 } \right) }{ 2 } \left( 0 \right) +\cfrac { \frac { 1 }{ 5 } \left( \frac { -4 }{ 5 } \right) \left( \frac { -9 }{ 5 } \right) }{ 6 } \times 10\)
= 16+0.8+0+0.48
= 17.28
14.
(c)
0
15.
(a)
\(y(x)=\frac{x-x_{1}}{x_{0}-x_{1}} y_{0}+\frac{x-x_{0}}{x_{1}-x_{0}} y_{1}\)
16.
(c)
f (a) − f(a − h)
17.
(c)
f(x+ h)
18.
(c)
f (x)
19.
We know Δ (f(x)) = f(x + h) -f(x)
Since h = 1, ∆ (f)) = f(x + 1) - f(x)
[∵ (x + 1)3 = x3 + 3x2 + 3x + 1]
⇒ Δ (x3) = (x + 1)3 - x3
⇒ Δ (x3) = 3x2 + 3x + 1
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