Topic Hub

Linear Algebra & Vector Calculus

72 Official GATE PH Questions with Verified Solutions & Answer Keys

Practice in Simulator Formula Sheet Take Mock Test

Solved Questions for Linear Algebra & Vector Calculus

GATE PH 2007 • Q1 (MCQ) +1 Mark

The eigenvalues of a matrix are $i$, $-2i$ and $3i$. The matrix is...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2007 • Q21 (MCQ) +1 Mark

The eigenvalues and eigenvectors of the matrix are (A) 6, 1 and [1721) (B) 2, 5 and (7(4] (C) 6, 1 and (D) 2, 5 and (4121]...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2007 • Q22 (MCQ) +1 Mark

A vector field is defined everywhere as $\vec{F} = 2x^2\hat{i} + 3y^2\hat{j} + z^2\hat{k}$. The net flux of $\vec{F}$ associated with a cube of side $L$, with one vertex at the ori...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2007 • Q23 (MCQ) +1 Mark

If $\vec{F} = x\hat{i} + y\hat{j}$, then...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2007 • Q24 (MCQ) +1 Mark

Consider a vector $\vec{p} = 2\hat{i} + 3\hat{j} + 2\hat{k}$ in the coordinate system $(\hat{i}, \hat{j}, \hat{k})$. The axes are rotated anti-clockwise about the $Y$-axis by an an...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2007 • Q27 (MCQ) +2 Mark

The points, where the series solution of the Legendre differential equation (1-x)d'y dx? -2xdy + 3₴+1)y=0 will diverge, are located at (A) 0 and 1 (B) 0 and -1 (C) -1 and 1 (D) } a...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2007 • Q28 (MCQ) +2 Mark

Solution of the differential equation x- -+ y=x* , with the boundary condition that y = 1, at x = 1, is (A) y = 5x* - 4 (В) y = x' (C) y = 4x' (D) y= x* 5x...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2007 • Q41 (MCQ) +2 Mark

Three operators X, Y and Z satisfy the commutation relations [X,Y]=ihz, [Y,Z)=ihX and [Z,X]=ihY. The set of all possible eigenvalues of the operator Z, in units of h, is (A) {0, $1...

View Step-by-Step Derivation → • Answer Key: 0
GATE PH 2008 • Q2 (MCQ) +1 Mark

ae'" An unitary matrix ce' is given, where a,b,c,d,a and B are real. The inverse of the matrix is ae"" -ce'ß (B) ae'" ce'P (A) b d b d ae"a ce"p (C) се"...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2008 • Q3 (MCQ) +1 Mark

The curl of a vector field F is 2^. Identify the appropriate vector field F from the choices given below. (A) F = 2zx + 3zỷ + 5 y2 (B) F = 3zỷ + 5 yz (C) F = 3xỷ + 5y2 (D) F = 2đ +...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2008 • Q8 (MCQ) +1 Mark

A finite wave train, of an unspecified nature, propagates along the positive x axis with a constant speed v and without any change of shape. The differential equation among the fou...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q5 (MCQ) +1 Mark

The eigenvalues of the matrix A=° 1 i 0 are (A) real and distinct (B) complex and distinct (C) complex and coinciding (D) real and coinciding...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q6 (MCQ) +1 Mark

o, (i =1, 2, 3) represent the Pauli spin matrices. Which one of the following is NOT true ? (A) 0,0, +0,0, = 20 (B) Tr(o,) =0 (C) The eigenvalues of o, are $1 (D) det (o,) =1...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q7 (MCQ) +1 Mark

Which one of the functions given below represents the bound state eigenfunction of the operator dx in the region, 0 ≤ x < oo, with the eigenvalue -4 ? (A) A,e2* (B) A, cosh 2x (C) ...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q12 (MCQ) +1 Mark

Which one of the following curves gives the solution of the differential equation dx + k,x = k,,where k,,kz and k, are positive constants with initial conditions x =0 at / = 0? (A)...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q23 (MCQ) +1 Mark

The value of the integral z-3z+2 - dz, where the contour C is the cirele |2| = 3/2 is (A) 2mie (В) пie (C) -2nie (D) -nie...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2009 • Q42 (MCQ) +2 Mark

A classical particle is moving in an external potential field V (x,y,z) which is invariant under the following infinitesimal transformations x → x = x+бx, y→ y = у+бу, Rz where R,i...

View Step-by-Step Derivation → • Answer Key: 0
GATE PH 2009 • Q43 (MCQ) +2 Mark

The spin function of a free particle, in the basis in which S, is diagonal, can be written as and 1 with eigenvalues + 2 - and -- , respectively. In the given basis, the normalized...

View Step-by-Step Derivation → • Answer Key: 0
GATE PH 2010 • Q1 (MCQ) +1 Mark

Consider an anti-symumetric tensor P, with the indices i and j running from 1 lo S. The number of independent components of the rensor is (A) 3 (B) 10 (C) 9 (D) 6 D2 The value oi e...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2010 • Q2 (MCQ) +1 Mark

The cigenvalues of the matrix (A) 5, 2, -2 12 3 0) 3 10 \cdot 1) are (B) - 5, - 1, -1 for x < 3, (C) 5.1, -1 (D) - 5. 1, 1...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2010 • Q34 (MCQ) +2 Mark

The three principal moments of inertia of a methanol (CH,OH) molecule have the property I, = 1, =/ and /, # /. The rotational cnergy eigenvalues are (A) E1I+1) +nmg | (8) 1+1) (C) ...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2011 • Q11 (MCQ) +1 Mark

A 3X3 matrix has elements such that its trace is 11 and its determinant is 36. The eigenvalues of the matrix are all known to be positive integers. The largest eigenvalue of the ma...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2011 • Q27 (MCQ) +2 Mark

Consider a cylinder of height h and radius a, closed at both ends, centered at the origin. Let F=ix+ jy+kz be the position vector and îî a unit vector normal to the surface. The su...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2011 • Q28 (MCQ) +2 Mark

The solutions to the differential equation =- X dx y+1 are a family of (A) circles with different radii (B) circles with different centres (C) straight lines with different slopes ...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2011 • Q49 (MCQ) +2 Mark

Consider a counterclockwise circular contour (z| = 1 about the origin. The integral ff (z) dz over this contour is (A) -іл (B) zero (С) іл (D) 2int Common Data for Questions 50 and...

View Step-by-Step Derivation → • Answer Key: 0
GATE PH 2012 • Q25 (MCQ) +1 Mark

The number of independent components of the symmetric tensor Aij with indices i, j = 1, 2, 3 is...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2012 • Q29 (MCQ) +1 Mark

The eigenvalues of the matrix 0 1 0 1 0 1 0 1 0           are...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2012 • Q44 (MCQ) +2 Mark

The value of the integral  C zdz e1 , using the contour C of circle with unit radius 1  z is (A) 0 (B) 1-2 i (C) 1+2 i (D) 2 i...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2013 • Q15 (MCQ) +1 Mark

For a scalar function ߮satisfying the Laplace equation, ߮׏has...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2013 • Q41 (NAT) +2 Mark

For the function f (z)= 18 (+^3)(-1)^2 , the residue at the pole z = 1 is (your answer should be an integer) ___________....

View Step-by-Step Derivation → • Answer Key: 2.5
GATE PH 2013 • Q42 (NAT) +2 Mark

The degenerate eigenvalue of the matrix 4 1 1 14 1 1 1 4 3 is (your answer should be an integer) _________________...

View Step-by-Step Derivation → • Answer Key: 2.5
GATE PH 2013 • Q44 (NAT) +2 Mark

In a constant magnetic field of 0.6 Tesla along the z direction, find the value of the path integral ∮AԦ݈݀ \vec\vec\vecԦ in the units of (Tesla m2) on a square loop of side length ...

View Step-by-Step Derivation → • Answer Key: 2.5
GATE PH 2014 • Q18 (MCQ) +1 Mark

The matrix     − − += 1 1 1 1 3 1 i iA is (A) orthogonal (B) symmetric (C) anti-symmetric (D) unitary...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2014 • Q45 (MCQ) +2 Mark

The value of the integral dze z C z∫ +1 2 , where C is the circle 4=z , is (A) iπ2 (B) i22π (C) i34π (D) i24π...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2014 • Q47 (MCQ) +2 Mark

The solution of the differential equation 02 2 = −yt d y d , subject to the boundary conditions ( ) 1 0=y and ( ) 0= ∞y , is (A) cos t + sin t (B) cosh t + sinh t (C) cos t - sin t...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2015 • Q16 (MCQ) +1 Mark

An operator for a spin-½ particle is given by A= 2ỡ - B, where B= matrices and 2 is a constant. The eigenvalues of A are (A) + 2B/V2 (B) $^B (С) 0, Л В - (*+ý), o denotes Pauli (D)...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2016 • Q42 (MCQ) +2 Mark

Let Vi be the ith component of a vector field V, which has zero divergence. If dj = a/axj, the expression for Eijk Elmk dja,Vm is equal to (A) - đ ,0KV; (B) д,0 V; (C) 037, (D)-0}V...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2017 • Q30 (MCQ) +1 Mark

For the Hamiltonian H = a I +b. where a, € R, b is a real vector, Z is the 2x2 identity matrix, and ® are the Pauli matrices, the ground state energy is (A) | b| (B) 2ao-|b| (C) ao...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2017 • Q50 (MCQ) +2 Mark

Let X be a column vector of dimension n > 1 with at least one non-zero entry. The number of non-zero eigenvalues of the matrix M = XX* is (A) 0 (B) n (C) 1 (D) n-1...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2017 • Q64 (NAT) +2 Mark

Consider the differential equation dy / dx + y tan(x) = cos(x). If y(O) =0, y(п/3) is _. (up to two decimal places)....

View Step-by-Step Derivation → • Answer Key: 0.51 to 0.53
GATE PH 2018 • Q11 (MCQ) +1 Mark

The eigenvalues of a Hermitian matrix are all...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2018 • Q15 (MCQ) +1 Mark

The scale factors corresponding to the covariant metric tensor gij in spherical polar coordinates are (A) 1,r2 ,r' sin? 0 (B) 1,r2, sin? 0 (C) 1,1, 1 (D) 1,r,r sin e...

View Step-by-Step Derivation → • Answer Key: D
GATE PH 2018 • Q55 (NAT) +2 Mark

The absolute value of the integral 57 +-322 22-4 -dz, over the circle |z - 1.5| = 1 in complex plane, is (up to two decimal places)....

View Step-by-Step Derivation → • Answer Key: 81.60 to 81.80
GATE PH 2018 • Q60 (NAT) +2 Mark

A two-state quantum system has energy eigenvalues ‡e corresponding to the normalized states (Wt). Attime t = O, the system is in quantum state ⅖ll4+) + I4-)1. The probability that ...

View Step-by-Step Derivation → • Answer Key: 0.25 to 0.25
GATE PH 2019 • Q14 (MCQ) +1 Mark

For the differential equation ( ) 2 2 2 1 0 d y y n n dx x − + = , where n is a constant, the product of its two independent solutions is (a) 1 x (b) x (c) nx (d) 1 1 nx + GATE 201...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2019 • Q18 (MCQ) +1 Mark

During a rotation, vectors along the axis of rotation remain unchanged. For the rotation matrix 0 1 0 0 0 1 1 0 0     −     −   , the unit vector along the axis of rotati...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2019 • Q37 (MCQ) +2 Mark

The value of the integral ( ) 2 2 cos kx dx x a ∞ −∞ + ∫ , where 0 k > and 0 a > , is (a) ka e a π − (b) 2 ka e a π − (c) 2 ka e a π − (d) 3 2 ka e a π − GATE 2019 GATE - 2019 [SOL...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2019 • Q55 (NAT) +2 Mark

A projectile of mass 1kg is launched at an angle of 0 30 from the horizontal direction at 0 t = and takes time T before hitting the ground. If its initial speed is 1 10 ms−, the va...

View Step-by-Step Derivation → • Answer Key: 33.2 to 33.4
GATE PH 2020 • Q12 (MCQ) +1 Mark

A real, invertible 3x3 matrix M has eigenvalues 2,, (i =1,2,3) and the corresponding eigenvectors are |e;), (i=1,2,3) respectively. Which one of the following is correct? M/e) le),...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2020 • Q14 (MCQ) +1 Mark

Let â and ât, respectively denote the lowering and raising operators of a one- dimensional simple harmonic oscillator. Let n) be the energy eigenstate of the simple harmonic oscill...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2020 • Q32 (NAT) +1 Mark

For a complex variable z and the contour c: z = 1 taken in the counter clockwise 2 direction, + 3 dz =...

View Step-by-Step Derivation → • Answer Key: -2 to -2
GATE PH 2020 • Q36 (MCQ) +2 Mark

The product of eigenvalues of 0 0 0 - 0 1) 0 0, (A) (B) THON (A) (8) (D) the three-dimensional real vector space. Which one of the following is correct? S is an orthonormal set S i...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2020 • Q53 (NAT) +2 Mark

Let u" denote the 4-velocity of a relativistic particle whose square U"U, = 1. If E upo is the Levi-Civita tensor then the value of Eupol"u' uPu" is _...

View Step-by-Step Derivation → • Answer Key: 0 to 0
GATE PH 2020 • Q60 (NAT) +2 Mark

The value of lit, I (x) sin. dr is._ Consider the Hamiltonian A = , + Al' where 0 0 i, = and ' is the time independent perturbation given by E) Ê' = k , where k > 0. If, the maximu...

View Step-by-Step Derivation → • Answer Key: 0.706 to 0.708
GATE PH 2021 • Q11 (MCQ) +1 Mark

(A) Choose the graph that best describes the variation of dielectric constant (Er) with temperature (I) in a ferroelectric material. (Ic is the Curie temperature) ^ Er (B) ^ Er Tc ...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2021 • Q53 (MSQ) +2 Mark

P and Q are two Hermitian matrices and there exists a matrix R, which diagonalizes both of them, such that RPR-1 = S, and RQR-1 = Sz, where S1 and Sz are diagonal matrices. The cor...

View Step-by-Step Derivation → • Answer Key: A, D
GATE PH 2022 • Q11 (MCQ) +1 Mark

For the Op-Amp circuit shown below, choose the correct output waveform corresponding to the input Vin0 = 1.5 sin 20𝜋t (in Volts). The saturation voltage for this circuit is V01 = ...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2022 • Q13 (MCQ) +1 Mark

What is the maximum number of free independent real parameters specifying an n-dimensional orthogonal matrix?...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2022 • Q30 (NAT) +1 Mark

A power supply has internal resistance RS and open load voltage VS = 5 V. When a load resistance R is connected to the power supply, a voltage drop of V = 4 V is measured across th...

View Step-by-Step Derivation → • Answer Key: 4 to 4
GATE PH 2022 • Q40 (MCQ) +2 Mark

In cylindrical coordinates (s, 𝜑, z), which of the following is a Hermitian operator?...

View Step-by-Step Derivation → • Answer Key: C
GATE PH 2022 • Q56 (MSQ) +2 Mark

A particle of mass m in the x-y plane is confined in an infinite two-dimensional well with vertices at (0, 0), (0, L), (L, L), (L, 0). The eigenfunctions of this particle are 𝜓0,0...

View Step-by-Step Derivation → • Answer Key: B,D
GATE PH 2023 • Q17 (MCQ) +1 Mark

Consider a two dimensional Cartesian coordinate system in which a rank 2 contravariant tensor is represented by the matrix (0 1 1 0). The coordinate system is rotated anticlockwise...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2023 • Q26 (MCQ) +1 Mark

A 4 × 4 matrix M has the property M† = -M and M4 = 𝟏, where 𝟏 is the 4 × 4 identity matrix. Which one of the following is the CORRECT set of eigenvalues of the matrix M?...

View Step-by-Step Derivation → • Answer Key: B
GATE PH 2023 • Q57 (MSQ) +2 Mark

Consider the vector field V⃗ consisting of the velocities of points on a thin horizontal disc of radius R = 2 m, moving anticlockwise with uniform angular speed \omega = 2 rad/sec ...

View Step-by-Step Derivation → • Answer Key: A,C,D
GATE PH 2024 • Q51 (MSQ) +2 Mark

A\alpha and B\beta (\alpha, \beta = 1,2,3, ⋯ , n) are contravariant and covariant vectors, respectively. By convention, any repeated indices are summed over. Which of the following...

View Step-by-Step Derivation → • Answer Key: A; B
GATE PH 2025 • Q24 (MSQ) +1 Mark

Which of the following option(s) is/are correct for the ground state of a hydrogen atom?...

View Step-by-Step Derivation → • Answer Key: A;B;C
GATE PH 2025 • Q38 (MCQ) +2 Mark

The figure shows a system of two equal masses m and three massless horizontal springs with spring constants k1 , k2 , k1. Ignore gravity. The masses can move only in the horizontal...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2025 • Q44 (MCQ) +2 Mark

A two -level quantum system has energy eigenvalues E1 and E2. A perturbing potential H' = 𝜆Δ𝜎x is introduced, where Δ is a constant having dimensions of energy, 𝜆 is a small dim...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2025 • Q46 (MCQ) +2 Mark

A system of three non -identical spin 1 2 particles has the Hamiltonian H = A \hbar2 ( S 1 + S 2) ⋅ S 3, where S 1, S 2 and S 3 are the spin operators of particles labelled 1, 2 an...

View Step-by-Step Derivation → • Answer Key: A
GATE PH 2025 • Q50 (MSQ) +2 Mark

In coordinates (t , x), a contravariant second rank tensor A has non-zero diagonal components Att = P and Axx = Q, with all other components vanishing, and P, Q being real constant...

View Step-by-Step Derivation → • Answer Key: A;C
GATE PH 2025 • Q55 (MSQ) +2 Mark

Consider the integral I = 1 2𝜋i ∮ z4 - 1 (z - a b) (z - b a) dz, where z is a complex variable and a, b are positive real numbers. The i ntegral is taken over a unit circle with c...

View Step-by-Step Derivation → • Answer Key: A;C
GATE PH 2025 • Q58 (MSQ) +2 Mark

A linear magnetic material in the form of a cylinder of radius R and length L is placed with its axis parallel to the z axis. The cylinder has uniform magnetization Mk̂. Which of t...

View Step-by-Step Derivation → • Answer Key: A;B;C