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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 PYQ2023Engineering MathematicsCalculus: Limits, Continuity, DifferentiabilityNAT · 1 mark
The value of the definite integral ∫−33∫−22∫−11(4x2y−z3)dz dy dx\int_{-3}^{3} \int_{-2}^{2} \int_{-1}^{1}\left(4 x^{2} y-z^{3}\right) \mathrm{d} z \mathrm{~d} y \mathrm{~d} x is _________. (Rounded off to the nearest integer)
Official PYQ2023Engineering MathematicsCombinatorics: Counting, Recurrence Relations, Generating FunctionsMCQ · 2 marks
Let U={1,2,…,n},U=\{1,2, \ldots, n\}, where nn is a large positive integer greater than 1000.1000. Let kk be a positive integer less than nn. Let A,BA, B be subsets of UU with ∣A∣=∣B∣=k|A|=|B|=k and A∩B=∅A \cap B=\emptyset. We say that a permutation of UU separates AA from BB if one of the following is true. All members of AA appear in the …
Official PYQ2023Engineering MathematicsSets, Relations and FunctionsMSQ · 2 marks
Let f:A→Bf: A \rightarrow B be an onto (or surjective) function, where AA and BB are nonempty sets. Define an equivalence relation ∼\sim on the set AA as a1∼a2 if f(a1)=f(a2),a_{1} \sim a_{2} \text{ if } f\left(a_{1}\right)=f\left(a_{2}\right), where a1,a2∈Aa_{1}, a_{2} \in A. Let E={[x]:x∈A}\mathcal{E}=\{[x]: x \in A\} be the set of all the equivalence classes under …
Official PYQ2023Engineering MathematicsMonoids and GroupsMSQ · 2 marks
Let XX be a set and 2X2^{X} denote the powerset of XX. Define a binary operation Δ\Delta on 2X2^{X} as follows: AΔB=(A−B)∪(B−A). A \Delta B=(A-B) \cup(B-A) \text{. } Let H=(2X,Δ)H=\left(2^{X}, \Delta\right). Which of the following statements about HH is/are correct?
Official PYQ2023Engineering MathematicsProbability: Random Variables and DistributionsMSQ · 2 marks
Consider a random experiment where two fair coins are tossed. Let AA be the event that denotes HEAD\text{HEAD} on both the throws, BB be the event that denotes HEAD\text{HEAD} on the first throw, and CC be the event that denotes HEAD\text{HEAD} on the second throw. Which of the following statements is/are TRUE?\text{TRUE}?
Official PYQ2023Engineering MathematicsGraphs: Connectivity, Matching, ColouringMSQ · 2 marks
Let GG be a simple, finite, undirected graph with vertex set {v1,…,vn}\left\{v_{1}, \ldots, v_{n}\right\}. Let Δ(G)\Delta(G) denote the maximum degree of GG and let N={1,2,…}\mathbb{N}=\{1,2, \ldots\} denote the set of all possible colors. Color the vertices of GG using the following greedy strategy: for i=1,…,ni=1, \ldots, n …
Official PYQ2022Engineering MathematicsLinear Algebra: Matrices, Determinants, System of Linear EquationsMCQ · 1 mark
Consider the following two statements with respect to the matrices Am×n,Bn×m,Cn×n\textit{A}_{m \times n}, \textit{B}_{n \times m}, \textit{C}_{n \times n} and Dn×n.\textit{D}_{n \times n}. Statement 1:tr(AB)=tr(BA)1: tr \text{(AB)} = tr \text{(BA)} Statement 2:tr(CD)=tr(DC)2: tr \text{(CD)} = tr \text{(DC)} where tr()tr() represents the trace of a matrix. Which one of the following holds?
Official PYQ2022Engineering MathematicsMonoids and GroupsMSQ · 1 mark
Which of the following statements is/are TRUE\text{TRUE} for a group G?\textit{G}?
Official PYQ2022Engineering MathematicsGraphs: Connectivity, Matching, ColouringNAT · 1 mark
Consider a simple undirected graph of 1010 vertices. If the graph is disconnected, then the maximum number of edges it can have is _______________ .
Official PYQ2022Engineering MathematicsCombinatorics: Counting, Recurrence Relations, Generating FunctionsNAT · 1 mark
The number of arrangements of six identical balls in three identical bins is _____________ .
Official PYQ2022Engineering MathematicsCalculus: Limits, Continuity, DifferentiabilityNAT · 1 mark
The value of the following limit is ________________. lim⁡x→0+x1−e2x\lim_{x \rightarrow 0^{+}} \frac{\sqrt{x}}{1-e^{2\sqrt{x}}}
Official PYQ2022Engineering MathematicsCombinatorics: Counting, Recurrence Relations, Generating FunctionsMCQ · 2 marks
Which one of the following is the closed form for the generating function of the sequence {an}n≥0\{ a_{n} \}_{n \geq 0} defined below? an={n+1,n is odd1,otherwisea_{n} = \left\{\begin{matrix} n + 1, & \text{n is odd} & \\ 1, & \text{otherwise} & \end{matrix}\right.
Official PYQ2022Engineering MathematicsGraphs: Connectivity, Matching, ColouringMCQ · 2 marks
Consider a simple undirected unweighted graph with at least three vertices. If A\textit{A} is the adjacency matrix of the graph, then the number of 3–3–cycles in the graph is given by the trace of
Official PYQ2022Engineering MathematicsLinear Algebra: Matrices, Determinants, System of Linear EquationsMCQ · 2 marks
Consider solving the following system of simultaneous equations using LU\text{LU} decomposition. x1+x2–2x3=4x_{1} + x_{2} – 2x_{3} = 4 x1+3x2–x3=7x_{1} + 3x_{2} – x_{3} = 7 2x1+x2–5x3=72x_{1} + x_{2} – 5x_{3} = 7 where L\textit{L} and U\textit{U} are denoted as …
Official PYQ2022Engineering MathematicsGraphs: Connectivity, Matching, ColouringMSQ · 2 marks
The following simple undirected graph is referred to as the Peterson graph. Which of the following statements is/are TRUE?\text{TRUE}? The size of the largest independent set of the given graph is 3.3. (A subset of vertices of a graph form an independent set if no two vertices of the subset are adjacent.)
Official PYQ2022Engineering MathematicsCombinatorics: Counting, Recurrence Relations, Generating FunctionsMSQ · 2 marks
Consider the following recurrence: f(1)=1;f(2n)=2f(n)–1,  for  n≥1;f(2n+1)=2f(n)+1,  for  n≥1.\begin{array}{} f(1) & = & 1; \\ f(2n) & = & 2f(n) – 1, & \; \text{for}\; n \geq 1; \\ f(2n+1) & = & 2f(n) + 1, & \; \text{for}\; n \geq 1. \end{array} Then, which of the following statements is/are TRUE?\text{TRUE}?
Official PYQ2022Engineering MathematicsGraphs: Connectivity, Matching, ColouringMCQ · 2 marks
Which of the properties hold for the adjacency matrix AA of a simple undirected unweighted graph having nn vertices?
Official PYQ2022Engineering MathematicsEigenvalues and Eigenvectors, LU DecompositionMSQ · 2 marks
​​​​​Which of the following is/are the eigenvector(s) for the matrix given below? (–9–6–2–4–8–6–3–12015853221712)\begin{pmatrix} – 9 & – 6 & – 2 & – 4 \\ – 8 & – 6 & – 3 & – 1 \\ 20 & 15 & 8 & 5 \\ 32 & 21 & 7 & 12 \end{pmatrix}
Official PYQ2021Engineering MathematicsPropositional and First Order LogicMCQ · 1 mark
Let pp and qq be two propositions. Consider the following two formulae in propositional logic. S1:(¬p∧(p∨q))→qS_1: (\neg p\wedge(p\vee q))\rightarrow q S2:q→(¬p∧(p∨q))S_2: q\rightarrow(\neg p\wedge(p\vee q)) Which one of the following choices is correct?
Official PYQ2021Engineering MathematicsGraphs: Connectivity, Matching, ColouringNAT · 1 mark
In an undirected connected planar graph GG, there are eight vertices and five faces. The number of edges in GG is _________.