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Published on: 05/08/2019
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.
If y75 = 2459, y50 = 2018, y85 = 1180, and y90 =402, find y82
| x | 75 | 80 | 85 | 90 |
| y | 2459 | 2018 | 1180 | 402 |
2.
Find y when x = 0.2 given that
| x | 0 | 1 | 2 | 3 | 4 |
| y | 176 | 185 | 194 | 202 | 212 |
3.
If h = 1 then prove that (E−1Δ)x3 = 3x2 − 3x + 1.
4.
5.
Evaluate ∆(log ax).
6.
Given U0 = 1, U1 = 11, U2 = 21, U3 = 28 and U4 = 29 find Δ4U0
7.
Construct a forward difference table for y = f(x) = x3+2x+1 for x = 1,2,3,4,5
8.
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 |
9.
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 |
10.
Evaluate \(\Delta \)\(\left[ \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } \right] \) by taking ‘1’ as the interval of differencing.
11.
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.
12.
(1 + Δ) (1 - ∇) is ______________
0
1
-1
(1 - ∇ . Δ)
13.
E-nf(x) is ______________
F(x + nh)
F(x - nh)
F(-nh)
f(x - n)
14.
Δ[f{x) . g(x)] = __________
Δf(x). Δg(x)
f(x) . Δg(x) + g(x) .Δf(x)
f(x) . Δg(x)
f(Δx) . g(Δx)
15.
If c is a constant, then Δc.f(x) ______________
0
c.f(Δx)
c.Δf(x)
f(Δcx)
16.
E2.f(x) = ______________
f(x + h)
f(x + 2h)
f(2h)
f(2x)
17.
If f (x)=x2 + 2x + 2 and the interval of differencing is unity then Δf (x) _______.
2x −3
2x +3
x + 3
x − 3
18.
Lagrange’s interpolation formula can be used for _______.
equal intervals only
unequal intervals only
both equal and unequal intervals
none of these.
19.
∇ f(a) = _______.
f (a) + f(a−h)
f (a) − f(a + h)
f (a) − f(a − h)
f (a)
20.
If m and n are positive integers then ΔmΔnf(x) = _______.
Δm+nf (x)
Δmf(x)
Δnf (x)
Δm-nf (x)
21.
Δf(x) = _______.
f(x+ h)
f(x) − f(x+h)
f(x + h) − f(x)
f (x) − f(x−h)
22.
Find the second order backward differences of f(x).
23.
If f(0) = 5, f(1) = 6, f(3) = 50, find f(2) by using Lagrange's formula.
1.
Since 82 lies at the beginning of the table, we can use Newton's forward interpolation formula
\(\Rightarrow { y }_{ o }+\frac { n }{ n! } \triangle { y }_{ o }+\frac { n(n+1) }{ 2! } { \triangle }^{ 2 }{ y }_{ o }+\frac { n(n+1)(n-2) }{ 3! } { \triangle }^{ 3 }{ (y }_{ o })\)
Also x0 + nh = 82 ⇒ 75 + n(5) = 82 ⇒ 5n = 82 - 75 = 7
⇒ n = \(\frac75\) = 1.4
The difference table is
\(y=2459+\frac { 1.4 }{ 1! } (-441)+\frac { (1.4)(1.4-1) }{ 2! } (-397)+\frac { (1.4)(1.4-1)(1.4-2) }{ 3! } (457)\)
= 2459 - 617.4 - 111.6 - 25.592
y = 1704. 408 when x = 82.
2.
Since x = 0.2 lies at the beginning of the table, use Newton's foward interpolation formula
\(\Rightarrow { y }_{ o }+\frac { n }{ n! } \triangle { y }_{ o }+\frac { n(n+1) }{ 2! } { \triangle }^{ 2 }{ y }_{ o }+\frac { n(n+1)(n-2) }{ 3! } { \triangle }^{ 3 }{ (y }_{ o })\)
Here h = 1, xo = 0, x = 0.2
⇒ x0 + nh = 0.2 ⇒ 0 + n(1) = 0.2 ⇒ n = 0.2
The forward difference table is
| x | y | Δy | ∆2y | Δ3y | Δ4y |
| 0 | 176 | ||||
| 1 | 185 | 9 | |||
| 2 | 194 | 9 | 0 | ||
| 3 | 202 | 8 | -1 | -1 | |
| 4 | 212 | 10 | 2 | 3 | 4 |
∴ y = 176 +\(\frac { 0.2 }{ 1! } (9)+\frac { (0.2)(0.2-1) }{ 2! } (0)+\frac { (0.2)(0.2-1)(0.2-2) }{ 3! } (-1)+\frac { (0.2)(0.2-1)(0.2-2)(0.3-3) }{ 4! } (4)\)
= 176 + 1.8 - 0.048 - 0.1344 = 177.6176
ஃ Hence when x = 0.2, y = 177.6176.
3.
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
4.
5.
Δ(log ax) = log (ax + h) -log (ax)
= log\(\left( \frac { ax+h }{ ax } \right) \)
=log \(\left( \frac { ax }{ ax } +\frac { h }{ ax } \right) \)
= log \(\left( 1+\frac { h }{ ax } \right) \)
∴ ∆ (log ax) = log \(\left( 1+\frac { h }{ ax } \right) \)
6.
Δ2U0 = (E-1)4U0
= (E4 − 4E3+ 6E2− 4E+1)U0
= E4U0 - 4E3U0 + 6E2U0− 4EU0+ U0
= U4 − 4U3 + 6U2 − 4U1 + U0
= 29 − 4(28) + 6(21) − 4(11) + 1.
= 156 – 156 = 0
7.
y = f(x) = x3+2x+1 for x = 1,2,3,4,5
| x | y | Δy | Δ2y | Δ3y | Δ4y |
|---|---|---|---|---|---|
| 1 | 4 | ||||
| 9 | |||||
| 2 | 13 | 12 | |||
| 21 | 6 | ||||
| 3 | 34 | 18 | 0 | ||
| 39 | 6 | ||||
| 4 | 73 | 24 | |||
| 63 | |||||
| 5 | 136 | ||||
8.
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.
9.
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.
10.
\(\Delta \)\(\left[ \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } \right] \)
By Partial fraction method
\(\frac { 5x+12 }{ { x }^{ 2 }+5x+6 } =\frac { A }{ x+3 } +\frac { B }{ x+2 } \)
\(A=\frac { 5x+12 }{ x+12 } [x=-3]=\frac { -15+12 }{ -1 } =\frac { -3 }{ -1 } =-3\)
\(B=\frac { 5x+12 }{ x+3 } \)[x = -2] \(=\frac { 2 }{ 1 } =2\)
\(\frac { 5x+12 }{ { x }^{ 2 }+5x+6 } = \left[ \frac { 3 }{ x+3 } +\frac { 2 }{ x+2 } \right] \)
\(\Delta \frac { 5x+12 }{ { x }^{ 2 }+5x+6 } =\Delta \left[ \frac { 3 }{ x+3 } +\frac { 2 }{ x+2 } \right] \)
\(=\left[ \frac { 3 }{ x+1+3 } -\frac { 3 }{ x+3 } \right] +\left\{ \frac { 2 }{ x+1+2 } -\frac { 2 }{ x+2 } \right\} \)
\(=3\left[ \frac { 1 }{ x+4 } -\frac { 1 }{ x+3 } \right] +2\left[ \frac { 1 }{ x+3 } -\frac { 1 }{ x+2 } \right] \)
\(=\left[ \frac { -3 }{ (x+4)(x+3) } -\frac { 2 }{ (x+3)(2+3) } \right] \)
\(=\frac { -5x-14 }{ (x+2)(x+3)(x+4) } \)
11.
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
12.
(b)
1
13.
(b)
F(x - nh)
14.
(b)
f(x) . Δg(x) + g(x) .Δf(x)
15.
(c)
c.Δf(x)
16.
(b)
f(x + 2h)
17.
(b)
2x +3
18.
(c)
both equal and unequal intervals
19.
(c)
f (a) − f(a − h)
20.
(a)
Δm+nf (x)
21.
(c)
f(x + h) − f(x)
22.
We know f(x), ∇f(x + h), ∇f(x + 2h),... are the first order differences of f(x).
= f(x) - 2f(x - h) + f(x - 2h)
Consider ∇2f(x) = ∇[∇f(x))]
= ∇[f(x) - f(x - h)]
= ∇ f(X) - ∇ f(x - h)
= [f(x) - f(x - h)] - [f(x - h) - f(x - 2h)]
= f(x) - f(x - h) - f(x - h) - f(x - 2h)
∴ ∇2 f(x), ∇2 f(x + h), ∇2 f(x + 2h) ... are the second order differences of f(x).
23.
By data we have,
x0 = 0, x1 = 1, x2 = 3
y0 = 5, y1 = 6, y2 = 50 and x = 2
Using Lagrange's formula, we get
\(y=\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 }) } { y }_{ 0 }+\frac { (x-{ x }_{ 1 })(x-{ x }_{ 2 }) }{ ({ x }_{ 0 }-{ x }_{ 1 })({ x }_{ 0 }-{ x }_{ 2 }) } { y }_{ 1 }+\frac { (x-{ x }_{ 0 })(x-{ x }_{ 1 }) }{ ({ x }_{ 2 }-{ x }_{ 0 })({ x }_{ 0 }-{ x }_{ 1 }) } { y }_{ 2 }\)
= \(5\times \frac { (2-0)(2-3) }{ (0-1)(0-3) } +6\times \frac { (2-0)(2-3) }{ (1-0)(1-3) } +50\times \frac { (2-0)(2-1) }{ (3-0)(3-1) } \)
= \(\frac { 10 }{ 3 } -6+\frac { 50 }{ 3 } =\frac { 60 }{ 3 } -6=20-6=14\)
∴ f(2) = 14
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