A quadratic polynomial \( (x - \alpha)(x - \beta) \) over complex numbers is said to be square invariant if \[ (x - \alpha)(x - \beta) = (x - \alpha^2)(x - \beta^2). \] Suppose from the set of all square invariant quadratic polynomials we choose one at random. The probability that the roots of the chosen polynomial are equal is ___________. (rounded off to one decimal place)
Given that the quadratic polynomial satisfies the square invariance property: \[ (x - \alpha)(x - \beta) = (x - \alpha^2)(x - \beta^2). \] Expanding both sides, we get: \[ x^2 - (\alpha + \beta)x + \alpha\beta = x^2 - (\alpha^2 + \beta^2)x + \alpha^2\beta^2. \] By equating coefficients, we obtain the equations: \[ \alpha + \beta = \alpha^2 + \beta^2, \] \[ \alpha\beta = \alpha^2\beta^2. \] Step 1: Solving for equal roots For equal roots, we assume \( \alpha = \beta \). Substituting in the first equation: \[ 2\alpha = 2\alpha^2 \Rightarrow \alpha (1 - \alpha) = 0. \] Thus, \( \alpha = 0 \) or \( \alpha = 1 \).
Step 2: Probability Calculation Among all possible values of \( \alpha, \beta \) satisfying the quadratic constraints, half of them lead to equal roots. Therefore, the required probability is: \[ \frac{1}{2} = 0.5. \]
If A and B are two events such that \( P(A \cap B) = 0.1 \), and \( P(A|B) \) and \( P(B|A) \) are the roots of the equation \( 12x^2 - 7x + 1 = 0 \), then the value of \(\frac{P(A \cup B)}{P(A \cap B)}\)
P and Q play chess frequently against each other. Of these matches, P has won 80% of the matches, drawn 15% of the matches, and lost 5% of the matches.
If they play 3 more matches, what is the probability of P winning exactly 2 of these 3 matches?
A disk of size 512M bytes is divided into blocks of 64K bytes. A file is stored in the disk using linked allocation. In linked allocation, each data block reserves 4 bytes to store the pointer to the next data block. The link part of the last data block contains a NULL pointer (also of 4 bytes). Suppose a file of 1M bytes needs to be stored in the disk. Assume, 1K = \(2^{10}\) and 1M = \(2^{20}\). The amount of space in bytes that will be wasted due to internal fragmentation is ___________. (Answer in integer)
In the diagram, the lines QR and ST are parallel to each other. The shortest distance between these two lines is half the shortest distance between the point P and the line QR. What is the ratio of the area of the triangle PST to the area of the trapezium SQRT?
Note: The figure shown is representative

Consider the following hierarchical cache system with the following access times:
\[ \begin{array}{|c|c|c|} \hline \textbf{Cache Level} & \textbf{Hit Rate} & \textbf{Access Time} \\ \hline L1 & 90\% & 1 \text{ ns} \\ L2 & 80\% & 10 \text{ ns} \\ L3 & 100\% & 100 \text{ ns} \\ \hline \end{array} \]Find \( T_{avg} \) for hierarchical or simultaneous access.