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Published on: 03/09/2019
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.
Estimate the production for 1964 and 1966 from the following data
| Year | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 |
| Production | 200 | 220 | 260 | - | 350 | - | 430 |
2.
Using appropriate interpolation formula find the number of students whose weight is between 60 and 70 from the data given below
| Weight in lbs | 0-40 | 40-60 | 60-80 | 80-100 | 100-120 |
| No.of.students | 250 | 120 | 100 | 70 | 50 |
3.
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.
4.
Evaluate \({ \Delta }^{ 2 }\left( \frac { 1 }{ x } \right) \) by taking ‘1’ as the interval of differencing.
5.
Following are the population of a district
| Year (x) | 1881 | 1891 | 1901 | 1911 | 1921 | 1931 |
| Population (y) Thousands | 363 | 391 | 421 | - | 467 | 501 |
Find the Population of the year 1911.
6.
If f(x) = x2 + 3x then show that Δf(x) = 2x + 4
7.
8.
Given U0 = 1, U1 = 11, U2 = 21, U3 = 28 and U4 = 29 find Δ4U0
9.
If f (x)=x2 + 2x + 2 and the interval of differencing is unity then Δf (x) _______.
2x −3
2x +3
x + 3
x − 3
10.
Lagrange’s interpolation formula can be used for _______.
equal intervals only
unequal intervals only
both equal and unequal intervals
none of these.
11.
∇ f(a) = _______.
f (a) + f(a−h)
f (a) − f(a + h)
f (a) − f(a − h)
f (a)
12.
If ‘n’ is a positive integer Δn[ Δ-n f(x)] _______.
f(2x)
f(x+ h)
f (x)
Δf(x)
13.
Δ2y0 = _______.
y2 −2y1 + y0
y2 + 2y1 − y0
y2 + 2y1 + y0
y2 + y1 + 2y0
1.
Since five values are given, the polynomial which fits the data is of degree four.
Hence Δ5yk = 0 (i.e) (E−1)5yk = 0
i.e., (E5 - 5E4 + 10E3 - 10E2 + 5E - 1)yk = 0
E5yk - 5E4yk+ 10E3yk- 10E2yk+ 5Eyk - yk = 0 (1)
Put k = 0 in (1)
E5y0 - 5E4y0+ 10E3y0- 10E2y0+ 5Ey0 - y0 = 0
y5 − 5y4 + 10y3 − 10y2 +5 y1 - y0 = 0
y5 − 5(350) +10y3−10(260)+5(220)− 200 = 0
y5 + 10y3 = 3450 (2)
Put k = 1 in (1)
E5y1 - 5E4y1+ 10E3y1- 10E2y1+ 5Ey1- y0 = 0
y6 − 5y5 + 10y4 −1 0y3 − y1 = 0
430 −5y5 +10(350) −10y3 + 5(260)− 220 = 0
5y5+10y3 = 5010 (3)
(3) – (2) ⇒ 4y5 = 1560
y5 = 390
From (1) 390 +10y3 = 3450
10y3 = 3450 – 390
y3 ≅ 306
2.
Let x be the weight and y be the number of students.
Difference table of cumulative frequencies are given below
| x | y | \(\Delta y\) | \(\Delta ^{ 2 }y\) | \(\Delta ^{ 3 }y\) | \(\Delta ^{ 4 }y\) |
|---|---|---|---|---|---|
| Below 40 | 250 | ||||
| 120 | |||||
| 60 | 370 | –20 | |||
| 100 | |||||
| 80 | 470 | ||||
| 70 | 10 | ||||
| 100 | 540 | –20 | |||
| 50 | |||||
| 120 | 590 |
Let us calculate the number of students whose weight is below 70. For this we use forward difference 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 = 70
\(\therefore\) x0+nh = 70, x0 = 40, h = 20
40+n(20) = 70 \(\Rightarrow\) n = 1.5
\({ y }_{ \left( x=70 \right) }=250+1.5\left( 120 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) }{ 2! } \left( -20 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) \left( -0.5 \right) }{ 3! } \left( -10 \right) +\frac { \left( 1.5 \right) \left( 0.5 \right) \left( -0.5 \right) \left( -1.5 \right) }{ 4! } \left( 20 \right) \)
= 250 + 180 - 7.5 + 0.625 + 0.46875
= 423.59
\(\cong \) 424.
Number of students whose weight is between
60 and 70 = y(70)−y(60) = 424−370 = 54
3.
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
4.
\({ \Delta }^{ 2 }\left( \frac { 1 }{ x } \right) =\Delta \left( \Delta \left( \frac { 1 }{ x } \right) \right) \)
Now \(\Delta \left[ \frac { 1 }{ x } \right] =\frac { 1 }{ 1+x } -\frac { 1 }{ x } \)
\({ \Delta }^{ 2 }\left( \frac { 1 }{ x } \right) ={ \Delta }\left( \frac { 1 }{ 1+x } -\frac { 1 }{ x } \right) \)
\(=\Delta \left( \frac { 1 }{ 1+x } \right) -\Delta \left( \frac { 1 }{ x } \right) \)
Similarly \({ \Delta }^{ 2 }\left( \frac { 1 }{ x } \right) =\frac { 2 }{ x(x+1)(x+2) } \)
5.
Since only five values of f(x) are given, the polynomial which fits the data is of degree 4.
Hence fifth differences are zeros.
∴ Δ5y0 = 0
⇒ (E - 1)5y0 = 0
⇒ (E5 - 5E4 + 10E3 - 10E2 + 5E - 1) y0 = 0
⇒ y5 - 5y4 + 10y3 - 10y2 + 5y1 - y0 = 0
⇒ 501 - 5(467) + 10y3 - 10 (421) + 5 (391) - 363 = 0
⇒ 501 - 2335 + 10y3 - 4210 + 1955 - 363 = 0
⇒ 10y3 - 4452 = 0
⇒ 10y3 = 4452
⇒ \({ y }_{ 3 }=\frac{4352}{10}\) = 445.2
6.
Given f(x) = x2+ 3h
LHS = Δ f(x)
= f(x + h) - f(x)
= [(x + h)2 + 3 (x + h)] - [x2 + 3x]
= h2 + 2xh + 3h
when h = 1,
LHS = 12 + 2x(1) + 3(1)
= 1+2x+3
= 2x+4= RHS
Hence proved.
7.
8.
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
9.
(b)
2x +3
10.
(c)
both equal and unequal intervals
11.
(c)
f (a) − f(a − h)
12.
(c)
f (x)
13.
(a)
y2 −2y1 + y0
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