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Applied Mathematics 4 Question Paper - May 18 - Computer Engineering (Semester 4) - Mumbai University (MU)
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Applied Mathematics 4 - May 18

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

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