GATE · Engineering Mathematics

Linear algebra, calculus and probability

74 practice questions, each with the answer and an explanation.

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Random questions from this topic, one at a time. You see the answer and the explanation straight after each one.

All 74 questions

  1. What is the rank of the matrix with rows (3, 6, 9); (6, 12, 18); (9, 18, 27)?
  2. If P(A and B) = 0.05 and P(B) = 0.5, what is P(A given B)?
  3. Find the divergence of F = (x², y², z²) at the point (1, 2, 2).
  4. The solution of dy/dx = −6y with y(0) = 6 is
  5. How many labelled spanning trees does the complete graph K7 have?
  6. How many functions are there from a set of 5 elements to a set of 6 elements?
  7. A 2×2 matrix has eigenvalues 4 and -4. What are the trace and determinant?
  8. A system of 3 linear equations in 3 unknowns has a coefficient matrix of rank 1. How many free parameters does its general solution have (if consistent)?
  9. A random variable takes the values 3, 4 and 1 with probabilities 1/2, 1/3 and 1/6 respectively. What is its expected value?
  10. The Laplace transform of e^(2t) is
  11. The solution of dy/dx = −3y with y(0) = 1 is
  12. A 2×2 matrix has eigenvalues -2 and 5. What are the trace and determinant?
  13. What is the rank of the matrix with rows (2, 4, 6); (3, 6, 9); (5, 10, 15)?
  14. The Laplace transform of e^(4t) is
  15. The solution of dy/dx = −2y with y(0) = 4 is
  16. How many edges does a tree with 8 vertices have?
  17. The Taylor series of e^(6x) about x = 0 has the coefficient of x³ equal to
  18. A 2×2 matrix has eigenvalues 3 and -3. What are the trace and determinant?
  19. If P(A and B) = 0.05 and P(B) = 0.6, what is P(A given B)?
  20. Find the divergence of F = (x², y², z²) at the point (1, 1, 3).
  21. The solution of dy/dx = −2y with y(0) = 1 is
  22. How many labelled spanning trees does the complete graph K5 have?
  23. How many relations are there on a set with 5 elements?
  24. What is the limit of (sin 4x)/x as x tends to 0?
  25. A 3×3 matrix has eigenvalues -2, 2 and 6. What is its determinant?
  26. A system of 5 linear equations in 5 unknowns has a coefficient matrix of rank 3. How many free parameters does its general solution have (if consistent)?
  27. A random variable takes the values 2, 6 and 1 with probabilities 1/2, 1/3 and 1/6 respectively. What is its expected value?
  28. The Laplace transform of t^5 is
  29. The solution of dy/dx = −6y with y(0) = 2 is
  30. The Taylor series of e^(4x) about x = 0 has the coefficient of x³ equal to
  31. A 3×3 matrix has eigenvalues 7, 3 and 4. What is its determinant?
  32. A system of 6 linear equations in 6 unknowns has a coefficient matrix of rank 4. How many free parameters does its general solution have (if consistent)?
  33. The Laplace transform of e^(6t) is
  34. The solution of dy/dx = −3y with y(0) = 6 is
  35. How many edges does the complete graph K6 have?
  36. A 3×3 matrix has eigenvalues 5, 7 and 5. What is its determinant?
  37. What is the limit of (sin 2x)/x as x tends to 0?
  38. The eigenvalues of the matrix with rows (-1, -1); (0, 5) are
  39. What is the rank of the matrix with rows (2, 4, 6); (4, 8, 12); (6, 12, 18)?
  40. Two independent events have probabilities 0.5 and 0.375. What is the probability that at least one occurs?
  41. The solution of dy/dx = −5y with y(0) = 2 is
  42. How many labelled spanning trees does the complete graph K6 have?
  43. The Taylor series of e^(2x) about x = 0 has the coefficient of x³ equal to
  44. A 3×3 matrix has eigenvalues 0, -3 and 2. What is its determinant?
  45. How many functions are there from a set of 3 elements to a set of 4 elements?
  46. The eigenvalues of the matrix with rows (4, 3); (0, -1) are
  47. What is the rank of the matrix with rows (2, 1, 3); (3, 6, 9); (5, 7, 12)?
  48. Evaluate the double integral of (x + y) over the rectangle 0 ≤ x ≤ 1, 0 ≤ y ≤ 2.
  49. The solution of dy/dx = −4y with y(0) = 2 is
  50. A 3×3 matrix has eigenvalues 6, -2 and 3. What is its determinant?
  51. A 3×3 matrix has eigenvalues -3, 5 and 6. What is its determinant?
  52. What is the rank of the matrix with rows (3, 2, 5); (4, 8, 12); (7, 10, 17)?
  53. A random variable takes the values 4, 2 and 3 with probabilities 1/2, 1/3 and 1/6 respectively. What is its expected value?
  54. The solution of dy/dx = −4y with y(0) = 1 is
  55. How many reflexive relations are there on a set with 4 elements?
  56. The eigenvalues of the matrix with rows (4, -1); (0, -2) are
  57. Find the divergence of F = (x², y², z²) at the point (4, 3, 3).
  58. A 2×2 matrix has eigenvalues 7 and -3. What are the trace and determinant?
  59. What is the rank of the matrix with rows (3, 4, 7); (1, 2, 3); (4, 6, 10)?
  60. Two independent events have probabilities 0.5 and 0.2. What is the probability that at least one occurs?
  61. The solution of dy/dx = −3y with y(0) = 2 is
  62. A 3×3 matrix has eigenvalues 3, -3 and 4. What is its determinant?
  63. The solution of dy/dx = −6y with y(0) = 3 is
  64. How many edges does a tree with 9 vertices have?
  65. A 2×2 matrix has eigenvalues -1 and 5. What are the trace and determinant?
  66. What is the rank of the matrix with rows (4, 8, 12); (8, 16, 24); (12, 24, 36)?
  67. Find the divergence of F = (x², y², z²) at the point (4, 1, 4).
  68. A 3×3 matrix has eigenvalues 6, 5 and 4. What is its determinant?
  69. The solution of dy/dx = −2y with y(0) = 2 is
  70. How many edges does the complete graph K5 have?
  71. The eigenvalues of the matrix with rows (-2, -1); (0, -4) are
  72. What is the rank of the matrix with rows (4, 2, 6); (3, 6, 9); (7, 8, 15)?
  73. If P(A and B) = 0.1 and P(B) = 0.5, what is P(A given B)?
  74. Find the divergence of F = (x², y², z²) at the point (3, 4, 1).

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