Mathematics Quiz: Linear Algebra and Probability
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Questions and Answers

What is the sum of EA + EB + EC + ED?

  • 2BD
  • AD
  • 2AD
  • 0 (correct)
  • The integral of Sin 3 (2n + 1) x from - to 0 equals 1.

    False (B)

    What is the value of A if A = [[0, 2x - 1, x], [1 - 2x, 0, 2x], [-x, -2x, 0]]?

    A = (2x + 1)/2

    In the context of the linear programming problem, the constraint that is NOT present is ______.

    <p>x - y ≤ 1</p> Signup and view all the answers

    Match the following expressions with their corresponding values:

    <p>Sin 3 (2n + 1) x dx = 0 EA + EB + EC + ED = 0 A = [[0, 2x - 1, x], [1 - 2x, 0, 2x], [-x, -2x, 0]] = (2x + 1)/2 x + y ≥ 2 = Constraint</p> Signup and view all the answers

    What is the vector form of the component of vector a along vector b?

    <p>$ rac{5}{18}(3i + 4k)$ (A), $ rac{5}{18}(3i + 4k)$ (B)</p> Signup and view all the answers

    If A is a square matrix of order 3 and A = -2, then adj(2A) equals -28.

    <p>True (A)</p> Signup and view all the answers

    What is the probability that the problem will be solved by three students with chances of $ rac{1}{2}$, $ rac{1}{3}$, and $ rac{1}{4}$ respectively?

    <p>1 - $ rac{1}{4}$</p> Signup and view all the answers

    The general solution of the differential equation $ydx - xdy = 0$ is of the form $y = cx$ where 'c' is a ______.

    <p>constant</p> Signup and view all the answers

    Match the following mathematical concepts with their descriptions:

    <p>Adjugate = Related to matrices and linear transformations Probability = Measure of event likelihood Differential Equation = Equation involving derivatives of a function Vectors = Quantities with both magnitude and direction</p> Signup and view all the answers

    What is the value of adj(2A) if A is a square matrix of order 3 and A = -2?

    <p>-28 (C)</p> Signup and view all the answers

    The events of the students solving the problem are dependent.

    <p>False (B)</p> Signup and view all the answers

    If the vector a = 4i + 6j, what is the coefficient of j?

    <p>6</p> Signup and view all the answers

    Which of the following expressions correctly defines the function f(x) for determining its increasing intervals?

    <p>f(x) = x * e^x (C)</p> Signup and view all the answers

    The function f(x) = x^3 + x has a critical point.

    <p>True (A)</p> Signup and view all the answers

    What is the maximum profit if the profit function is defined by P(x) = 72 + 42x - x^2?

    <p>The maximum profit occurs when x = 21.</p> Signup and view all the answers

    To find the value of k in the probability distribution P(X), the equation to solve is ______.

    <p>6k = 1</p> Signup and view all the answers

    Match the following functions with their types of evaluation:

    <p>P(x) = 72 + 42x - x^2 = Find maximum profit P(X) = k if x = 0 = Determine probability f(x) = x * e^x = Find increasing intervals ∫ log(2 + x) dx = Evaluate definite integral</p> Signup and view all the answers

    Which value of k satisfies the probability distribution P(X)?

    <p>1/6 (A)</p> Signup and view all the answers

    Evaluate the integral ∫ (1 / (1 - x^3)) dx over the interval (0,1).

    <p>The evaluation requires specific techniques for integration.</p> Signup and view all the answers

    The solution to the differential equation ye^y dx = (xe^y + y^2) dy is straightforward.

    <p>False (B)</p> Signup and view all the answers

    What is the value of $y$ when $ rac{dy}{dx} = rac{y^2}{a + bx}$?

    <p>2 (A)</p> Signup and view all the answers

    The area of the region defined by $0 \leq y \leq x^2 + 1$ and $0 \leq x \leq 2$ can be found using basic arithmetic without integration.

    <p>False (B)</p> Signup and view all the answers

    What is an equivalence relation?

    <p>A relation that is reflexive, symmetric, and transitive.</p> Signup and view all the answers

    The function $f(x) = \frac{x}{1 + x}$ is defined for $x \in \mathbb{R}$ with $-1 < x < 1$. This function is _____ and onto.

    <p>one-one</p> Signup and view all the answers

    Match the following equations to their solutions:

    <p>$x + y + z = 4$ = The solution involves finding the values of x, y, and z $2x + 3y + z = 10$ = Part of the linear equations to solve $x + 2y - z = 1$ = Another equation in the system $3x + 2y + 2z = 20$ = A supplementary linear equation in the given system</p> Signup and view all the answers

    Which of the following statements is true concerning the coordinates of the image of the point $(1, 6, 3)$ with respect to the line given?

    <p>The coordinates and distances must be calculated based on the provided equations. (C)</p> Signup and view all the answers

    What percentage of forms does Sonia process?

    <p>20% (D)</p> Signup and view all the answers

    The shortest distance between two planes can be found without solving for the points where they intersect.

    <p>True (A)</p> Signup and view all the answers

    Oliver has the highest error rate among the three employees.

    <p>False (B)</p> Signup and view all the answers

    What is the combined error rate of the employees when averaging their contributions?

    <p>0.05</p> Signup and view all the answers

    In tug of war, Team A pulls with force F1 = 6iˆ + 0 ˆj kN. The magnitude of this force is ______ kN.

    <p>6</p> Signup and view all the answers

    Match the employees to their error rates:

    <p>Jayant = 0.06 Sonia = 0.04 Oliver = 0.03</p> Signup and view all the answers

    Team B's force can be represented as -4i + 4j kN.

    <p>True (A)</p> Signup and view all the answers

    What is the direction of the resultant force if Team A pulls with the strongest force?

    <p>Towards Team A's direction</p> Signup and view all the answers

    What is the value of λ for which the vectors $2\hat{i} - \hat{j} + 2\hat{k}$ and $3\hat{i} + \lambda \hat{j} + \hat{k}$ are perpendicular?

    <p>4 (A)</p> Signup and view all the answers

    The function $f(x) = x + x$ is differentiable everywhere.

    <p>True (A)</p> Signup and view all the answers

    What is the set of all points where the function $f(x) = x + x$ is differentiable?

    <p>(-∞, ∞)</p> Signup and view all the answers

    The direction cosines of a line must satisfy the condition that ______.

    <p>0 &lt; c &lt; 1</p> Signup and view all the answers

    Which of the following statements is true for the polynomial function $f(x)$ given its derivative $\frac{d}{dx}f(x) = (x-1)^3 (x-3)^2$?

    <p>f(x) has a local minimum at x = 1 (B)</p> Signup and view all the answers

    Match the following statements about the function f with their descriptions:

    <p>Statement A: f has a minimum at x = 1 = Assertion Statement R: Continuity at x = a = Reason Statement A: f is bijective = Assertion Statement R: Function is one-one = Reason</p> Signup and view all the answers

    If f : {1, 2, 3, 4} → {x, y, z, p} is defined by f = {(1, x), (2, y), (3, z)}, is f a bijective function?

    <p>No</p> Signup and view all the answers

    The relation defined by f = {(1, x), (2, y), (3, z)} is a bijective function.

    <p>False (B)</p> Signup and view all the answers

    Find the value of $\sin^{-1}\left(\cos\left(\frac{33\pi}{5}\right)\right)$.

    <p>0</p> Signup and view all the answers

    Flashcards

    Vector Sum of EA, EB, EC, and ED

    The sum of vectors EA, EB, EC, and ED is equal to twice the vector AD.

    Integral of e^(cos(2x)) * sin(3(2n+1)x)

    The integral of the function e^(cos(2x)) * sin(3(2n+1)x) from -π to π, where n is an integer, evaluates to 0.

    Determinant of Matrix A

    The determinant of the matrix A, given as a 3x3 matrix with entries dependent on x, is equal to (2x+1)^2.

    Linear Programming Constraint

    The feasible region represents the set of solutions that satisfy the constraints of a linear programming problem. The constraint x + y ≥ 2 is not represented by the given feasible region.

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    Feasible Region in Linear Programming

    A linear programming problem involves finding optimal solutions within a feasible region defined by constraints. If a point lies outside the feasible region, it does not satisfy all the constraints.

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    Component of a vector along another

    The component of vector 'a' along vector 'b' is found by projecting 'a' onto 'b'. This projection is calculated using the dot product of 'a' and 'b' divided by the magnitude of 'b', then multiplied by the unit vector of 'b'.

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    Adjoint of a matrix (adj(A))

    The adjoint of a matrix (adj(A)) is calculated by finding the transpose of the matrix of cofactors. In this case, the given matrix 'A' is of order 3 and its determinant is -2. We need to find the adjoint of the matrix 2A. The determinant of 2A is 8 times the determinant of A.

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    Probability of independent events

    The probability of an event happening when several independent events can occur is determined by multiplying the probabilities of each individual event.

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    Separable differential equation

    A differential equation where the variables 'x' and 'y' can be separated on opposite sides of the equation. Separating variables allows for direct integration to find the general solution.

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    General solution of a differential equation

    The general solution of a differential equation includes a constant of integration ('c') that represents an unknown constant value. This constant can vary depending on the initial condition of the problem.

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    General solution of ydx - xdy = 0

    In this case, the general solution of the given differential equation is y = cx. This means that any equation of the form y = kx, where 'k' is a positive constant, will satisfy the given equation.

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    Increasing Function

    A function is increasing in an interval if its derivative is positive throughout that interval.

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    Critical Point

    A critical point of a function occurs where its derivative is zero or undefined.

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    Maximum Value

    The maximum value of a function is the largest output value the function can attain.

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    Definite Integral

    A definite integral with limits of integration defines the area under the curve of a function between those limits.

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    Probability Distribution

    The probability distribution of a discrete random variable assigns probabilities to each possible value of the variable.

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    Differential Equation

    A differential equation relates a function to its derivatives.

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    Linear Programming Problem

    A linear programming problem involves optimizing (maximizing or minimizing) an objective function subject to constraints.

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    Feasible Region

    The feasible region in a linear programming problem is the set of points that satisfy all the constraints.

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    Conditional Probability

    The probability that an event will occur, given that another event has already occurred.

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    Error Rate

    The error rate of a process is the proportion of items that are defective or incorrect.

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    Probability of an Event

    The probability of an event happening is the number of favorable outcomes divided by the total number of possible outcomes.

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    Total Probability

    The total probability of an event happening is the sum of the probabilities of all the ways that event can happen.

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    Force (Physics)

    A force is a push or pull that can cause an object to accelerate.

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    Magnitude of a Vector

    The magnitude of a vector is its length or size.

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    Resultant Force

    The resultant force is the single force that has the same effect as all of the individual forces acting on an object.

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    Direction of a Vector

    The direction of a vector is the angle it makes with a reference line.

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    When are two vectors perpendicular?

    Two vectors are perpendicular if their dot product is zero. The dot product of the given vectors is (2 * 3) + (-1 * λ) + (2 * 1) = 0. Solving for λ, we get λ = 8.

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    When is the function f(x)=x+|x| differentiable?

    A function is differentiable at a point if its derivative exists at that point. The function f(x) = x + |x| has a sharp corner at x = 0, making it non-differentiable at that point, but differentiable for all other values of x.

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    What is the value of 'c' in the direction cosines?

    The sum of squares of the direction cosines of any line is always equal to 1. Therefore, (1/c)^2 + (1/c)^2 + (1/c)^2 = 1. Solving for c, we get c = ±√3.

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    How to find the maximum and minimum of a polynomial using derivatives?

    A function has a minimum at a point if its first derivative is zero and its second derivative is positive at that point. Here, the first derivative is zero at x = 1, but the second derivative is negative at x = 1, indicating that the function has a maximum at that point, not a minimum.

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    What makes a function bijective?

    A function is bijective if it is both one-to-one and onto. The given function f: {1, 2, 3, 4} → {x, y, z, p} is not onto as it does not map any element to 'p'. Hence, it is not a bijective function.

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    What is the domain of sin⁻¹(x² - 4)?

    The inverse sine function, sin⁻¹(x) is defined for values of x ranging from -1 to 1. The expression inside the inverse sine function must fall within this range. So, the domain for sin⁻¹(x² - 4) is the set of x values which make the expression x² - 4 lie between -1 and 1.

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    Evaluate sin⁻¹(cos(33π/5)).

    The angle 33π/5 can be rewritten as 6π + 3π/5, and the cosine function has a period of 2π, so cos(33π/5) = cos(3π/5). Then, sin⁻¹(cos(3π/5)) is the angle whose sine is equal to cos(3π/5). This angle is π/2 - 3π/5 = -π/10.

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    What is the value of sin⁻¹(cos(33π/5))?

    The expression cos(33π/5) is equivalent to cos(6π + 3π/5), which simplifies to cos(3π/5) due to the periodicity of cosine. Therefore, sin⁻¹(cos(33π/5)) is simply sin⁻¹(cos(3π/5)). This represents the angle whose sine is equal to cos(3π/5), which is π/2 - 3π/5 or -π/10.

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    Equivalence Relation R on ℕ x ℕ

    This relation implies that two pairs are related if the product of their corresponding components is equal.

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    Equivalence Class of (2, 6)

    The equivalence class of (2, 6) is the set of all pairs (c, d) in ℕ x ℕ related to (2, 6) under R, which means 2d = 6c.

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    One-to-one and Onto Function

    The function f(x) is one-one if each element in the domain maps to a unique element in the codomain, and it is onto if every element in the codomain is mapped to by some element in the domain.

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    Proving f(x) is One-to-one and Onto

    To prove that the function is one-to-one, show that f(x₁) = f(x₂) implies x₁ = x₂. To prove it is onto, show that for every y in the codomain, there exists an x in the domain such that f(x) = y.

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    Matrix Method for Solving Linear Equations

    A system of linear equations can be represented as a matrix equation Ax = b, where A is the coefficient matrix, x is the vector of unknowns, and b is the constant vector.

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    Image of a Point with Respect to a Line

    The image of a point with respect to a line is the point that is equidistant to the given point and the line.

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    Shortest Distance Between Skew Lines

    The shortest distance between two skew lines is the length of the perpendicular segment connecting the two lines.

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    Distance of a Point from the y-axis

    The distance of a point from the y-axis is the absolute value of the x-coordinate of the point.

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    Study Notes

    Section A - Multiple Choice Questions

    • Question 1: If A = [aij] is a 2x2 square matrix where aij = 1 when i ≠ j and aij = 0 when i = j, then A² = [0 1; 1 0]
    • Question 2: The inverse of a product of invertible matrices is the product of their inverses in reverse order ( (AB)⁻¹ = B⁻¹A⁻¹ ). One incorrect option is (A+B)⁻¹ = B⁻¹ + A⁻¹
    • Question 3: The area of a triangle with vertices (-3, 0), (3, 0), and (0, k) is 9 square units; k = ±6
    • Question 4: A function f(x) = kx, for x < 0 and f(x) = 3, for x ≥ 0 is continuous at x = 0, then k = 3

    Section B - Very Short Answer (VSA)

    • Question 21: Find the value of sin⁻¹(cos(33π/5)). OR Find the domain of sin⁻¹(x² - 4)
    • Question 22: Find the intervals where the function f(x) = xeˣ is increasing.
    • Question 23: Given f(x) = 1 / (4x² + 2x + 1), find the maximum value of f(x) for x ∈ R. OR Find the maximum profit for a profit function P(x) = 72 + 42x - x² where x is the number of units and P is the profit in rupees.
    • Question 24: Evaluate ∫ (1/(2-x)) dx
    • Question 25: Determine whether the function f(x) = x² + x has any critical points.

    Section C - Short Answer (SA)

    • Question 26: Find the integral of (2x² + 3) / (x² (x² + 9)) dx for x ≠ 0.
    • Question 27: The random variable X has a probability distribution P(X) with k, 2k, 3k for x=0, 1, 2 respectively; 0 elsewhere.
      • Determine k.
      • Find P(X<2)
      • Find P(X>2)

    Section D - Long Answer (LA)

    • Question 32: Sketch the region defined by 0 ≤ y ≤ x² + 1, 0 ≤ y ≤ x+1, 0 ≤ x ≤ 2 and find the area using integration.
    • Question 33: Show that R = {(a,b),(c,d)} ∈ N x N | ad = bc is an equivalence relation on N x N. Also, find the equivalence class of (2,6), i.e., [(2,6)]? OR Show that the function f(x) = x / (1 + x), x ∈ R is one-one and onto function.
    • Question 34: Solve the following system of linear equations using the matrix method.
    • Question 35: Find the coordinates of the image of point (1, 6, 3) with respect to the line. OR An aeroplane...finds the shortest possible distance.

    Section E - Case Study/Passage Based

    • Question 36: (Passage about error rates of employees processing forms).
      • Find the probability that Sonia processed the form and committed an error.
      • Find the total probability of committing an error in processing the form.
      • If a randomly selected form has an error, find the probability it was not processed by Jayant.
    • Question 37: (Tug-of-war passage with forces)
      • What is the magnitude of Team A's force?
      • Which team will win the game?
      • What is the magnitude of the resultant force exerted by the teams?
    • Question 38: (Plant growth passage)
      • Find the rate of growth of the plant with respect to the number of days of exposure.
      • What is the rate of growth of the plant on days 1, 2, and 3?
      • How tall will the plant be after two days?

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