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This is a mathematics exam for the second stage of the bachelor of science in software development & computer networking at cork institute of technology. The exam has two sections and students are required to answer five questions, selecting three questions from section a and two questions from section b. The questions cover various mathematical concepts including matrices, probability, normal distribution, poisson distribution, probability distribution, group theory, ring theory, graph theory, series, integrals, fourier series, and differential equations.
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Answer FIVE questions, selecting three questions from section A and two questions from section B. All questions carry equal marks.
Examiners: Mr. P. Ahern Dr. J. Buckley Dr. A. Kinsella
Q1. (a) You are given that (^)
A^21 and
= (^) − t t 2
(i) Evaluate the matrices A^2 and AB. (ii) Find the value of t for which det( AB ) =− 8. [10 Marks]
(b) Find the inverse of the matrix
Hence, or otherwise, find the solution of the simultaneous equations
2 3
1 2
1 2 3
− =
x x
x x
x x x [10 Marks]
Q2. (a) The lengths of 50 mass-produced components have been measured, correct to the nearest 0.1 mm, as follows: 54.0 54.9 54.9 55.6 56.7 57.0 57.2 57.5 57.7 57. 58.1 58.3 58.3 58.4 58.6 58.6 58.7 59.2 60.0 60. 60.1 60.1 60.2 60.3 60.3 60.4 60.4 60.6 60.6 60. 60.8 60.8 60.9 60.9 61.0 61.4 61.5 61.5 61.6 61. 61.9 62.2 62.5 62.8 63.0 63.1 63.3 63.7 64.5 65. Organise the data into 6 classes, beginning with 54.0-55.9 etc. Calculate the mean length and the standard deviation from this mean. [12 Marks]
(b) A consignment of memory sticks consists of three batches. Batch A contains 100 sticks of which 4 are defective; batch B contains 200 sticks with 4 defective; batch C contains 250 sticks with 6 defectives. A memory stick is chosen and found to be defective. Find the probability that it came from batch C. [8 Marks]
Q3. (a) The time taken to repair a certain fault is normally distributed with a mean of 8. minutes and a standard deviation of 2.0 minutes. Find the proportion of faults that can be repaired in less than 10 minutes. [5 Marks] (b) The number of defects per metre of manufactured cable is Poisson distributed with a mean of 0.05 per m. Calculate the probability that there will be at most one defect in a 10 m run of this cable. [5 Marks] (c) The time in days between breakdowns in a computer system is believed to be a random variable t with probability distribution f t ( ) = 0.2 e −0.2 t. Find the probability that the time between breakdowns will be less than 4 days. Find the mean time between breakdowns. [5 Marks] (d) The defective rate for disks produced by a certain company is 0.5%. Calculate the probability that in a batch of ten such disks there will be more than one defective. [5 Marks]
(c) Find the preorder, inorder and postorder traversals of the graph shown in Figure 2
[6 Marks]
Figure 2
Q6. (a) Find
100 1
∞ = 1 2
k k^
∞ = 1 ( +^1 )^3
k k^
[6 Marks] (c) Find the Maclaurin series expansion of f t ( ) = et. Hence, or otherwise, write down the expansions for g t ( ) = e −0.1 t and h t ( ) = t e −0.1 t.
Evaluate the integral
0.2 0. 0
(b) Show that the functions f ( t )= t and g ( t )= 6 − t are orthogonal on the interval [0,9]. [6 Marks] (c) A function f ( t )is defined by
( ) 2,^0 2, 2 f t t t
π π π
Find its Fourier series representation. [10 Marks]
Q8. (a) Solve the differential equation 0.01 y ′( ) t + y t ( ) = 20. Solve the equation subject to the initial condition y (0) = 0. Find the steady state value of y t ( ) and the time taken to reach this value. [10 Marks] (b) The distance x ( t )in m travelled by a particle at time t s is given by x ′′( ) t + 8 x t ′( ) + 15 ( ) x t = 90. Find an expression for the distance travelled given that x (0) = 0, x ′(0) = 0 Draw a rough sketch of the distance travelled. [10 Marks]