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GATE CS Engineering Mathematics questions

Practise Engineering Mathematics questions for GATE CS. Explore official PYQs and original subject-wise quizzes, check answers and view available solutions. Free, no sign-in.

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Official PYQ2025Engineering MathematicsCombinatorics: Counting, Recurrence Relations, Generating FunctionsNAT · 1 mark
Let S\text{S} be the set of all ternary strings defined over the alphabet {a,b,c}\{a, b, c\}. Consider all strings in S\text{S} that contain at least one occurrence of two consecutive symbols, that is, "aa"\text{"aa"}, "bb"\text{"bb"} or "cc"\text{"cc"}. The number of such strings of length 55 that are possible is __________. (Answer in integer).
Official PYQ2025Engineering MathematicsCalculus: Limits, Continuity, DifferentiabilityNAT · 1 mark
Consider the given function f(x)f(x). f(x)={ax+b for x<1x3+x2+1 for x≥1f(x)=\left\{\begin{array}{ll} a x+b & \text{ for } x<1 \\ x^{3}+x^{2}+1 & \text{ for } x \geq 1 \end{array}\right. If the function is differentiable everywhere, the value of bb must be ________. (rounded off to one decimal place)
Official PYQ2025Engineering MathematicsProbability: Random Variables and DistributionsNAT · 1 mark
A box contains 55 coins: 44 regular coins and 11 fake coin. When a regular coin is tossed, the probability P(P( head )=0.5)=0.5 and for a fake coin, P(P( head )=1)=1. You pick a coin at random and toss it twice, and get two heads. The probability that the coin you have chosen is the fake coin is __________. (rounded off to two decimal places)
Official PYQ2025Engineering MathematicsEigenvalues and Eigenvectors, LU DecompositionMCQ · 2 marks
Let AA be a 2×22 \times 2 matrix as given. A=[111−1]A=\left[\begin{array}{rr} 1 & 1 \\ 1 & -1 \end{array}\right] What are the eigenvalues of the matrix A13A^{13} ?
Official PYQ2025Engineering MathematicsPropositional and First Order LogicMSQ · 2 marks
Which of the following predicate logic formulae/formula is/are CORRECT representation(s) of the statement: "Everyone has exactly one mother"? The meanings of the predicates used are: mother (y,x):y(y, x): y is the mother of xx noteq (x,y):x(x, y): x and yy are not equal
Official PYQ2025Engineering MathematicsSets, Relations and FunctionsMCQ · 2 marks
A={0,1,2,3,…}A=\{0,1,2,3, \ldots\} is the set of non-negative integers. Let FF be the set of functions from AA to itself. For any two functions, f1,f2∈ Ff_{1}, f_{2} \in \mathrm{~F}, we define (f1⊙f2)(n)=f1(n)+f2(n)\left(f_{1} \odot f_{2}\right)(n)=f_{1}(n)+f_{2}(n) for every number nn in AA. Which of the following is/are CORRECT about the mathematical structure …
Official PYQ2025Engineering MathematicsProbability: Random Variables and DistributionsNAT · 2 marks
Consider a probability distribution given by the density function P(x)P(x). P(x)={Cx2, for 1≤x≤40, for x<1 or x>4P(x)=\left\{\begin{aligned} C x^{2}, & \text{ for } 1 \leq x \leq 4 \\ 0, & \text{ for } x<1 \text{ or } x>4 \end{aligned}\right. The probability that xx lies between 22 and 33, i.e., P(2≤x≤3)P(2 \leq x \leq 3) is _________. (rounded off to three decimal …
Official PYQ2025Engineering MathematicsProbability: Random Variables and DistributionsNAT · 2 marks
A quadratic polynomial (x−α)(x−β)(x-\alpha)(x-\beta) over complex numbers is said to be square invariant if (x−α)(x−β)=(x−α2)(x−β2)(x-\alpha)(x-\beta)=\left(x-\alpha^{2}\right)\left(x-\beta^{2}\right). 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 …
Official PYQ2025Engineering MathematicsProbability: Random Variables and DistributionsNAT · 2 marks
The unit interval (0,1)(0,1) is divided at a point chosen uniformly distributed over (0,1)(0,1) in R\mathbb{R} into two disjoint subintervals. The expected length of the subinterval that contains 0.40.4 is __________. (rounded off to two decimal places)
Official PYQ2025Engineering MathematicsLinear Algebra: Matrices, Determinants, System of Linear EquationsMCQ · 1 mark
​​​​If A=(122−1)A=\left(\begin{array}{cc}1 & 2 \\ 2 & -1\end{array}\right), then which ONE of the following is A8A^{8} ?
Official PYQ2025Engineering MathematicsMaxima and Minima, Mean Value Theorem, IntegrationMCQ · 1 mark
​​​​​The value of xx such that x>1x>1, satisfying the equation ∫1xtln⁡t dt=14\int_1^x t \ln t \: dt = \frac{1}{4} is
Official PYQ2025Engineering MathematicsLinear Algebra: Matrices, Determinants, System of Linear EquationsMCQ · 1 mark
Let LL, MM, and NN be non-singular matrices of order 33 satisfying the equations L2=L−1L^2 = L^{-1}, M=L8M=L^8 and N=L2N=L^2. Which ONE of the following is the value of the deteminant of (M−N)(M-N)?
Official PYQ2025Engineering MathematicsPropositional and First Order LogicMCQ · 1 mark
​​​Let P(x)P(x) be an arbitrary predicate over the domain of natural numbers. Which ONE of the following statements is TRUE?
Official PYQ2025Engineering MathematicsSets, Relations and FunctionsMSQ · 2 marks
​​Let F\mathcal{F} be the set of all functions from {1,…,n}\{1, \ldots, n\} to {0,1}\{0,1\}. Define the binary relation ⩽\leqslant on F\mathcal{F} as follows: ∀f,g∈F,f≼g\forall f, g \in \mathcal{F}, f \preccurlyeq g if and only if ∀x∈{1,…,n},f(x)≤g(x)\forall x \in\{1, \ldots, n\}, f(x) \leq g(x), where 0≤10 \leq 1. Which of the following statement(s) is/are TRUE?
Official PYQ2025Engineering MathematicsLinear Algebra: Matrices, Determinants, System of Linear EquationsMSQ · 2 marks
Consider a system of linear equations PX=QP X=Q where P∈R3×3P \in \mathbb{R}^{3 \times 3} and Q∈R3×1\mathrm{Q} \in \mathbb{R}^{3 \times 1}. Suppose PP has an LU decomposition, P=LUP=L U, where …
Official PYQ2024Engineering MathematicsCalculus: Limits, Continuity, DifferentiabilityMCQ · 1 mark
Let f:R→Rf: \mathbb{R} \rightarrow \mathbb{R} be a function such that f(x)=max⁡{x,x3},x∈Rf(x)=\max \left\{x, x^3\right\}, x \in \mathbb{R}, where R\mathbb{R} is the set of all real numbers. The set of all points where f(x)f(x) is NOT differentiable is
Official PYQ2024Engineering MathematicsEigenvalues and Eigenvectors, LU DecompositionMCQ · 1 mark
The product of all eigenvalues of the matrix [123456789]\left[\begin{array}{lll}1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9\end{array}\right] is
Official PYQ2024Engineering MathematicsProbability: Random Variables and DistributionsMCQ · 1 mark
Consider a permutation sampled uniformly at random from the set of all permutations of {1,2,3,⋯ ,n}\{1,2,3, \cdots, n\} for some n≥4n \geq 4. Let XX be the event that 11 occurs before 22 in the permutation, and YY the event that 33 occurs before 44. Which one of the following statements is TRUE?
Official PYQ2024Engineering MathematicsProbability: Random Variables and DistributionsMSQ · 1 mark
Let AA and BB be two events in a probability space with P(A)=0.3,P(B)=0.5P(A)=0.3, P(B)=0.5, and P(A∩B)=0.1P(A \cap B)=0.1. Which of the following statements is/are TRUE?
Official PYQ2024Engineering MathematicsSets, Relations and FunctionsNAT · 1 mark
Let AA and BB be non-empty finite sets such that there exist one-to-one and onto functions (i)\text{(i)} from AA to BB and (ii)\text{(ii)} from A×AA \times A to A∪BA \cup B. The number of possible values of |A|\text{|A|} is ___________.