Computer Engineering (Semester 4)
Total marks: 80
Total time: 3 Hours
INSTRUCTIONS
(1) Question 1 is compulsory.
(2) Attempt any three from the remaining questions.
(3) Draw neat diagrams wherever necessary.
1.a.
Find all the basic solutions to the following problem:
Maximise $ z = x_1+3x_2+3x_3$
subject to $ x_1+2x_2+3x_3 = 4$
$2x_1+3x_2+5x_3 = 7$
$x_1, x_2, x_3 \geq 0$
(5 marks)
00
1.b.
Evaluate $\int_0^{1+2i} z^2 \ dz$ along the curve $2x^2 = y$
(5 marks)
00
1.c.
A random sample of size 16 from a normal population showed a mean of 103.75 cm & sum of squares of deviations from the mean 843.75 $cm^2$. Can we say that the population has a mean of 108.75?
(5 marks)
00
1.d.
If
$ \begin{equation}
\\A =
\begin{bmatrix}
\pi / 2 & \pi \\
0 & \ 3 \pi / 2 \\
\end{bmatrix}
\end{equation}$
Find Sin A
(5 marks)
00
2.a.
Evaluate $\oint \frac{dz}{z^3 (z+4)}$, where c is the circle |z| = 2.
(6 marks)
00
2.b.
Memory capacity of 9 students was tested before and after a course of mediation for a month.State whether the course was effective or not from the data below
Before |
10 |
15 |
9 |
3 |
7 |
12 |
16 |
17 |
4 |
After |
12 |
17 |
8 |
5 |
6 |
11 |
18 |
20 |
3 |
(6 marks)
00
2.c.
Show the following LPP using Simplex method
Maximise $ z = 6x_1-2x_2+3x_3$
Subject to $2x_1-x_2+2x_3 \leq2$
$x_1+4x_3 \leq4$
$x_1, x_2, x_3 \geq0$
(8 marks)
00
3.a.
Find the Eigen values and Eigen vectors of the following matrix.
$ \begin{equation}
\\ A =
\begin{bmatrix}
4& 6& 6\\
1& 3& 2\\
-1 & -4 & -3\\
\end{bmatrix}
\end{equation}$
(6 marks)
00
3.b.
For a normal distribution 30% items are below 45% and 8% are above 64.Find the mean and variance of the normal distribution.
(6 marks)
00
3.c.
Obtain Laurent's series for $f(z) = \frac{1}{z(z+2)(z+1)}$ about z = -2
(8 marks)
00
4.a.
An ambulance service claims that it takes on an average 8.9min to reach the destination in emergency calls.To check this the Licensing Agency has then timed on 50 emergency calls, getting a mean of 9.3min with a S.D 1.6min. Is the claim acceptable at 5% LOS?
(6 marks)
00
4.b.
Using the Residue theorem, Evaluate $\int_{0}^{2\pi}\frac{cos2\theta}{5+4cos\theta}d\theta$
(6 marks)
00
4.c.
i. If 10% of the rivets produced by a machine are defective,Find the probability that out of 5 randomly chosen rivets at the most two will be defective.
ii. If x denotes the outcome when a fair die is tossed. find the M.G.F. of x a and hence, find the mean and variance of x.
(8 marks)
00
5.a
Check whether the following matrix is Derogatory or Non-Derogatory.
$ \begin{equation}
\\ A =
\begin{bmatrix}
6 & -2 & 2 \\
-2 & 3 & -1 \\
2 & -1 & 3 \\
\end{bmatrix}
\end{equation}$
(6 marks)
00
5.b.
Justify, if there is any relationship between sex and color for the following data.
Color |
Male |
Female |
Red |
10 |
40 |
White |
70 |
30 |
Green |
30 |
20 |
(6 marks)
00
5.c.
Using the dual simplex method to solve the following L.P.P.
Minimise $z = 2x_1+x_2$
Subject to $3x_1+x_2 \geq3$
$4x_1+3x_2 \geq6$
$x_1+2x_2 \leq3$
$x_1, x_2 \geq0$
(8 marks)
00
6.a
Show that the matrix A satisfies Cayley Hamilton Theorem and hence find $A^{-1}$
$ \begin{equation}
\\ A =
\begin{bmatrix}
1 & 2& -2\\
-1 & 3 & 0 \\
0 & -2 & 1 \\
\end{bmatrix}
\end{equation}$
(6 marks)
00
6.b.
The probability Distribution of a random variable X is given by
X |
-2 |
-1 |
0 |
1 |
2 |
3 |
P(X=x) |
0.1 |
k |
0.2 |
2k |
0.3 |
k |
Find k, mean and and variance.
(6 marks)
00
6.c.
Using Kuhn-Tucker conditions, solve the following NLPP
Maximise $z = 2x_1^2-7x_2^2+12x_1x_2$
Subject to $2x_1+5x_2 \leq98$
$x_1, x_2 \geq0$
(8 marks)
00