TYPICAL QUESTIONS & ANSWERS

 

PART - I

OBJECTIVE TYPE QUESTIONS

 

 

Each Question carries 2 marks.

 

Choose correct or the best alternative in the following:

 

Q.1       The value of limit  is

 

                   (A)  0                                                  (B)  1

(C)    2                                                 (D)  does not exist

                

 

                           Ans: D

 

Q.2       If , then  equals

 

(A)    0                                                  (B)  u

(C)  2u                                                (D)  3u

       

             Ans: A    

Q.3       Let .  Then  the value of  is

            

(A)    *                                            (B)  0

(C)                                              (D) 

 

 

             Ans: B

Q.4       The value of  is

 

(A)    1                                                      (B)

(C)                                              (D)  3       

 

             Ans: A

 

 

 

Q.5       The solution of  is                                                               

(A)                                           (B) 

(C)                                      (D) 

 

             Ans: C

 

Q.6       The solution of  is  

 

(A)     sin x                                             (B)  cos x

(C)  x sin x                                          (D)  x cos x

 

             Ans: D

 

Q.7 .     Let    and  be elements of .  The set of vectors  is

 

(A)     linearly independent                      (B)  linearly dependent

(C)  null                                               (D)  none of these

 

             Ans: A

Q.8       The eigen values of the matrix  are

(A)    * and 1                                  (B) 0, 1 and 2

(C) –1, 2  and 4                                (D) 1, 1 and –1

 

             Ans: A

       

Q.9       Let , ,  be the Legendre polynomials of order 0, 1, and 2, respectively.  Which of the following statement is correct? 

 

(A)             (B)

(C)              (D)

 

                           Ans: B

 

 

 

 

 

 

 

 

 

 

Q.10     Let  be the Bessel function of order n.  Then  is equal to   

(A)                                    (B) 

(C)                                 (D)

Ans: D

Q.11     The value of limit  

                   (A)  0                                                  (B)  

(C)                                             (D)  does not exist

 

                           Ans:  D                                                                                                        

 

 

Q.12       Let a function f(x, y) be continuous and possess first and second order partial derivatives at a point (a, b).  If  is a critical point and , ,  then the point P is a point of relative maximum if 

 

(A)                           (B)   

(C)                           (D) 

 

             Ans:  B                                                         

 

Q.13           The triple integral  gives

                         (A)  volume of region T                        (B)  surface area of region T

(C)  area of region T                            (D)  density of region T

 

                           Ans:  A

 

Q.14           If  then matrix A is called

(A) Idempotent Matrix                        (B) Null Matrix

(C)  Transpose Matrix                        (D)  Identity Matrix           

 

                           Ans:  A

 

Q.15           Let  be an eigenvalue of matrix A then , the transpose of A, has an eigenvalue as            

(A)                                                  (B) 

(C)                                                   (D) 

 

             Ans:  C

 

Q.16           The system of equations is said to be inconsistent, if it has 

(A)  unique solution                              (B)  infinitely many solutions

(C)  no solution                                    (D) identity solution

 

             Ans:  C

 

Q.17           The differential equation  is an exact differential equation if  

(A)                                     (B) 

(C)                                     (D) 

             Ans:  B

 

Q.18           The integrating factor of the differential equation  is  

(A)                                                  (B)

(C) xy                                                 (D)

                           Ans:  D

 

Q.19           The functions  defined on an interval I, are always  

(A) linearly dependent                          (B) homogeneous

(C) identically zero or one                    (D) linearly independent

 

                           Ans:  D

 

Q.20     The value of , the second derivative of Bessel function in terms of  and  is   

(A)                             (B) 

(C)                            (D)

             Ans:  C

 

Q.21                                                                      The value of limit    is

                  (A) 0                                                    (B) 1

                  (C) -1                                                   (D) does not exist

 

             Ans:  A

 

Q.22          If  , the total differential of the function at the point (1, 2) is

                  (A) e (dx + dy)                                     (B) e2(dx + dy)

                  (C) e4(4dx + dy)                                   (D) 4e4(dx + dy)

 

             Ans:  D

 

Q.23          Let  , x > 0, y > 0  then

             equals

                  (A) 0                                                    (B) 2u

                  (C) u                                                    (D) 3u

 

             Ans:  B

 

Q.24       The value of the integral  over the domain E bounded by planes                       x = 0, y = 0, z = 0, x + y + z = 1 is

                  (A)                                                 (B)

                  (C)                                               (D)

 

             Ans:  C

 

Q.25       The value of α so that  is an integrating factor of the differential equation  is

                  (A) -1                                                   (B)   1

                  (C)                                                   (D)

 

             Ans:  C

 

Q.26       The complementary function for the solution of the differential equation  is obtained as

                  (A) Ax + Bx -3/2                                    (B) Ax + Bx 3/2

                  (C) Ax2 + Bx                                        (D) Ax -3/2 + Bx 3/2

 

             Ans:  A

 

Q.27       Let  be elements of R3. The set of vectors  is

                  (A) linearly independent                        (B) linearly dependent

                  (C) null                                                 (D) none of these

 

             Ans:  A

Q.28       The value of µ for which the rank of the matrix  is equal to 3 is

                  (A) 0                                                    (B) 1

                  (C) 4                                                    (D) -1

 

             Ans:  B

 

Q.29       Using the recurrence relation, for Legendre’s polynomial                                                             (n + 1) , the value of P2 (1.5) equals to

                  (A) 1.5                                                 (B) 2.8

                  (C) 2.875                                             (D) 2.5

 

             Ans:  C

 

Q.30       The value of Bessel function J2(x) in terms of J1(x) and J0(x) is

                  (A) 2J1(x) – x J0(x)                               (B)

                  (C)                            (D)

 

             Ans:  D

Q.31                                 The value of the integral  where C is the contour  is

                   (A)  .                                            (B)  .

                   (C)  0.                                                 (D)  .

           

Ans: C

Because z = 1 is a pole for given function f and it lies outside the circle

|z| = ½  .   Therefore, by Cauchy’s Theorem

Q.32                                                                      If X has a Poisson distribution such that  then the variance of the distribution is 

                   (A) 1.                                                  (B)  -1.

(C)  2.                                                 (D)  0.

            

             Ans: A

            Because P (x = 2)  =  9 P (x = 4)  +  90 P (x = 6)

            =>       

            =>       

            Because m¹0,  Therefore, 3m2 + m4 – 4 = 0

            =>        m = 1

 

Q.33           The vector field function  is called solenoidal if

            

(A)     curl =0.                                     (B)  div =0.

                   (C)  grad =0.                                    (D)  grad div =0.

            

             Ans: B

A vector field  is solenoidal if div = 0

Q.34           The number of distinct real roots of   in the interval  is

                   (A)  0.                                                 (B)  2.

(C)    3.                                                 (D)  1.

 

             Ans: D

=>    (cos x – sin x)2 (sin x + 2 cos x) = 0

Its only root which lies in .

 

Q.35           The solution of :  is

                   (A)  .                 (B) .

(C)  .                 (D) .

             Ans: A

2y sin x + cos 2x  =  a

            I.F.      

            Therefore, the solution is given as

            =>        2y sin x  +  cos 2x  =  a

 

Q.36           If  then  is equal to 

                   (A)  .                          (B)  .

(C)  .                         (D)  .

             Ans: A

 

where u and v are homogeneous functions of order 6 and  0 respectively.  Using Euler’s theorem    =  6 u + 0 v  =   6 u.

            

Q.37           The value of Legendre’s Polynomial,  is

                   (A)  1.                                                 (B)  -1.

                   (C)  .                                        (D)  0.

 

             Ans:  D

By Rodrigue’s formula,

            Pn(0) = 0          if n is odd.

            

Q.38                                                                      The value of integral over the region bounded by the line  y = x and the curve  is

                   (A)  .                                             (B)  .

                   (C)  .                                             (D)  .     

             Ans: C

   =

Q.39               The value of the integral  where C is the semi-circular arc above the real axis is

                   (A)  .                                              (B)  .

                   (C)  .                                           (D)  .

            Ans: A

            Let z = eiq         then

               =  i p

Q.40                                                                      Residue at z = 0 of the function  is

(A) .                                                (B)  .

(C)  .                                               (D)  .

            Ans: B

Let

Residue = coefficient of

Q.41                                                                      In solving any problem, odds against A are 4 to 3 and odds in favour of B in solving the same problem are 7 to 5.  The probability that the problem will be solved is

(A)     .                                             (B)  .

                   (C)  .                                             (D)  .

            Ans: B

            P(A) = ,       P(B) = . Probability problem will be solved i.e. P(AÈB)

P(AÈB) = P(A) + P(B) – P(AB)

Because A & B are independent, So P(AB) = P(A) P(B)

P(AÈB) =      

Q.42                                                                      The value of the integral  over the area in the first quadrant by the curve  is

                   (A)  .                                           (B)  .

(C)    .                                             (D)  .

Ans: D

              

 over x2 – 2ax + y2 = 0

=

Q.43                                                                      The surface  will be orthogonal to the surface  at the point  for values of a and b given by

(A)     a = 0.25, b = 1.                           (B)  a = 1, b = 2.5.

(C)  a = 1.5, b = 2.                              (D) .

            Ans: A

            a= 0.25, b = 1

Let F = ax2 – byz – (a + 2) = 0

G = 4x2y + z3 – 4 = 0

These surfaces will be orthogonal if


Also since (1, -1, 2) lies on F

\         a + 2b – a – 2 = 0                         b = 1 , thus       a =

Q.44           If  and  and if z = u + v then  equals

(A)     4 v.                                              (B)  4 u.

(C)  2 u.                                              (D)  4 u + v.

           

Ans: C

             z = u + v

i.e. u is homogeneous function of degree 2 and v is homogeneous function of degree 0. By Euler’s Theorem,

Q.45           The series  equals

                   (A)  .                                       (B)  .

                   (C)  .                                      (D)  .

           

Ans: C

           

Q.46                                                                      The value of integral , where  is a Legendre polynomial of degree 3, equals

                   (A)  .                                             (B)  0.                                                  

                   (C)  .                                             (D)  .   

           

Ans: D

            As       

Q.47                                           For what values of x, the matrix  is singular?

                   (A)  0, 3                                              (B)  3, 1

                   (C)  1, 0                                              (D)  1, 4

            

             Ans: A

The matrix is singular if its determinant is zero. Solving determinant, we get equations

x(x-3)2=0.                  

 

Q.48                                                                      If  then  

(A) 3 ab                                              (B)  2 abz

(C)  abz                                               (D)  3 abz

            

             Ans: B

 

 

Because

            

Q.49           The value of the integral  is

                   (A) *.                                               (B)  2.

                   (C)  -2.                                               (D)  0.

            

             Ans: D

            Since it is an odd function.

 

Q.50           If  and  then div

                   (A)  5                                                  (B)  5u

(C) *                                               (D)  0

            

Ans: B

Q.51           The solution of the differential equation  is given as  

                   (A)                          (B)

(C)                            (D)       

           

Ans: A

Dividing by z, we get

            ,

            Let 1/(log z)=u, then above differential equation becomes

           

           

Q.52           The value of the integral  where C is the circle  is given as    

(A) *                                               (B) 

(C)  0                                                  (D) 

            

             Ans: C

The given function has a pole at z=1, which lies outside the circle C. So by Cauchy’s theorem integral is zero.

Q.53           The value of the Legendre’s polynomial   if

                    (A)                                          (B) 

                    (C)                                          (D)  

            

             Ans: D

             By orthogonal property of Legendre’s polynomial.

            

Q.54                                                                      Two persons A and B toss an unbiased coin alternately on the understanding that the first who gets the head wins.  If A starts the game, then his chances of winning is

                   (A)                                                (B) 

                    (C)                                               (D)     

           

Ans: C

Probability of getting head=1/2= probability of getting tail.

If A starts the game, then in first chance either A wins the game, in second case A fails, B fails and A won the match and so on, we get an infinite series. Let HA, HB, TA, TB, denotes the getting of head and tails by A and B respectively.

P(wining of A)=P(HA)+P(TATBHA)+ P(TATBTATBHA)+…….

            =    

            This is an infinite G.P. series with common ratio 1/4. Thus

            P(winning of A) = .

Q.55                                                                                        The value of limit

                   (A)  equals 0.                                      (B)  equals .

                   (C)  equals 1.                                      (D)  does not exist.

            

             Ans: D

Let y= mx2 be equation of curve. As x→0, y also tends to zero.

            *

   =*

, which depends on m.

Thus it does not exist.

            

Q.56                                                                      If  then  equals

(A) .                                 (B)  .

(C)  .                                    (D)  .

            

             Ans: A

Eliminating we get

     

 

Q.57           The function  has

                   (A)  a minimum at (0, 0).                     

(B)     neither minimum nor maximum at (0, 0).

(C)     a minimum at (1, 1).                    

(D)    a maximum at (1, 1).

            

             Ans: B

f (x, y) = y2 – x3

fx =       - 3x2     = 0       ,           fy =       2y        = 0

            gives (0,0) is a critical point.

            f (x, y) = f(∆x,∆y)= (∆y)2 –(∆ x)3

                        > 0 ,     if          (∆y)2 >(∆ x)3

                        < 0 ,     if          (∆y)2 < (∆ x)3

This means in the neighborhood of (0,0) f changes sign. Thus (0,0) is neither a point of  maximum nor minimum.

 

Q.58                                                                      The family of orthogonal trajectories to the family , where k is an arbitrary constant, is

                   (A)  .                         (B)  .

(C) .                            (D)  .

            

             Ans: A

y  = (x – k)2      Diff. w.r.t. x

            y1         =          2(x – k)            =>        y1         =          2

            For orthogonal trajectories y1 is replaced by -1/y1.

            Therefore,        -1/y1     =          2

            =>        2dy + dx    =   0

Integrating, we get        y3/2 =    ¾ (c-x)

 

Q.59                                                                      Let  be two linearly independent solutions of the differential equation .  Then , where are constants is a solution of this differential equation for   

                   (A) .                         (B) .

(C)  no value of .                       (D) all real . 

            

             Ans: B

yy – (y)2 = 0

            Because, y1, y2 are solutions

            Therefore,        y1y1 – (y1)2 = 0

                                    y2y2 – (y2)2 = 0

            Now    (c1y1 + c2y2) (c1y1 + c2y2) – ((c1y1 + c2y2))2   

            =          (c1y1 + c2y2) (c1y1 + c2y2) – (c1y12 + c2y22) - 2 c1y1c2y2

            = c12(y1y1 – (y1)2) + c22 (y2y2 – (y2)2) + c1 c2 (y1 y2+y2y1 - 2y1y2)

            =          0,           if c1c2  = 0.

 

Q.60           If A, B are two square matrices of order n such that AB=0, then rank of     

(A) at least one of A, B is less than n.  

(B)     both A and B is less than n.

(C)     none of A, B is less than n.          

(D)    at least one of A, B is zero.

            

             Ans: B

             Since A, B are square matrix of order n such that AB = 0, then rank of both A             and B is less than n.

 

Q.61           A  real matrix has an eigen value i, then its other two eigen values can be

                   (A)  0, 1.                                             (B)  -1, i.

                    (C)  2i, -2i.                                         (D)  0, -i.

            

             Ans: D

             Because i is one eigen value so another eigen value must be – i.                       

Q.62                                                                      The integral, n>1, where  is the Legendre’s polynomial of degree n, equals

 

                    (A)  1.                                                (B) .

                    (C)  0.                                                (D)  2.

           

Ans: C

Let I =

            Let cosq = t.                 –sinqdq = dt

  

=          0  

Q.63    The value of limit  is

(A)       0                                              (B)       1

(C)       limit does not exist                    (D)       -1

 

 

Ans.:   A        

            Language of the question is not up to the mark in the sense that its statement does not go with all the alternatives consequently, change is in order.

The suggested change is  either satisfies the statement given in the alternative (C) or assumes the value given in one of three remaining alternatives A, B and D.

 

Q.64    If   then the value of  is equal to

(A)       0                                              (B)      

(C)                                              (D)      

 

Ans.:   B

Since taking log on both sides we get log(u)=y log(x)

 

Q.65    If  , then the value of  is

(A)       z                                               (B)       2z

(C)       tan(z)                                        (D)       sin(z)

 

Ans.:   C

            If  u(x,y) = , is a homogeneous function of degree n, then from Euler’s theorem

            = nu.

            Here  = is a homogeneous function of degree 1.

            Therefore         u = sin z

            From u = sin z; ,

 

Q.66    The value of integral is equal to

(A)                                                   (B)      

(C)                                                   (D)      

 

Ans.:   B

 

Q.67    The differential equation of  a family of circles having the radius r and the centre on the x-axis is given by

(A)                         (B)      

(C)                         (D)      

 

Ans.:        A

Let (h,0) be centre on x-axis. Thus eq. of circle is

Differentiating, w.r. to x, we get

Eliminating h between  and

We get .

Q.68    The solution of the differential equation satisfying the initial conditions y(0)=1, y(π/2) = 2 is

(A)       y = 2cos(x) + Sin(x)                 (B)       y = cos(x) + 2 sin(x)

(C)       y = cos(x) + Sin(x)                   (D)       y = 2cos(x) + 2 sin(x)

 

 

Ans.:   B        

On solving the differential equation  , we get  y = Acosx + Bsin x, Since

y(0)=1, Thus,  y = cos(x) + 2 sin x

 

Q.69    If  the matrix  then

(A)       C=Acos(θ) – Bsin(θ)                (B)       C=Asin(θ) + Bcos(θ)

(C)       C=Asin(θ) – Bcos(θ)                (D)       C=Acos(θ) + Bsin(θ)

 

 

Ans.:   D        

 

Q.70    The three vectors (1,1,-1,1), (1,-1,2,-1) and (3,1,0,1) are

(A)       linearly independent                  (B)       linearly dependent

(C)       null vectors                               (D)       none of these.

 

Ans.:   B

Let a,b,c be three constants such that a(1,1,-1,1)+b (1,-1,2,-1) +c(3,1,0,1)=(0,0,0,0).

This yields a + b + 3c = 0, a – b + c = 0, -a + 2b = 0, a – b + c = 0.

On solving, we get a = 2b = -2c  b = - c. Since a, b, c are non-zero, therefore three vectors are linearly dependent.

 

Q.71    The value of is equal to

(A)       1                                              (B)       0

(C)                                                   (D)      

Ans.:   B        

 

Q.72      The value of the integral  is

(A)                         (B)      

(C)                      (D)      

 

Ans.:   C        

. Here v=1.

Q.73    The value of limit  is

(A)       limit does not exist        (B)       0

(C)       1                                  (D)       -1

 

Ans.:   A        

Consider the path y = mx2 As (x,y)→(0,0), we get x →0. Therefore

 which depends on m. Thus limit does not exist.

 

Q.74      If   then the value of  is equal to

(A)       0                                  (B)      

(C)                                  (D)      

 

Ans.:   B        

            Since taking log on both sides we get log(u)=y log(x)

 

Q.75      If  , then the value of  is

(A)       u                                  (B)       2u

(C)       3u                                (D)       0

 

Ans.:   D        

Let

Here  and  are homogenous functions of degree zero.

Consequently

Or ; similarly .

;

= 0 + 0 = 0.

 

Q.76     The value of integral is equal to

(A)       22                                (B)       26

(C)       5                                  (D)       25

Ans.:   B        

 

Q.77    The solution of the  differential equation  is given by

(A)         (B)      

(C)           (D)      

 

Ans.:   A

Let x + y = t, Differentiating w r to x we get

           

            Or ,

            ;  integrating we get

           

            Or  or .         

 

Q.78    The solution of the differential equation  is

(A)         (B)      

(C)                   (D)      

 

Ans.:   A        

The solution of differential equation is given as C.F.

 P.I. =

In writing the C.F. we have used the roots of the auxiliary equation

i.e.  m = 1, 2. For writing the P.I we have used ;           

 

Q.79    If 3x+2y+z= 0, x+4y+z=0, 2x+y+4z=0, be a system of equations then

(A)              system is inconsistent     

(B)       it has only trivial solution

(C)       it can be reduced to a single equation thus solution does not exist

(D)             Determinant of the coefficient matrix is zero.

 

Ans.     B

, then system has only trivial solution.

 

Q.80    If λ is an eigen value of a non-singular matrix A then the eigen value of A-1 is

(A)       1/ λ                              (B)       λ

(C)                                        (D)       -1/ λ

 

Ans.     A         By definition of A-1.

 

Q.81    The product of eigen value of the matrix  is

 (A)      3                                  (B)       8

(C)       1                                  (D)       -1

 

Ans.:   B

            Eigen values are 1,2,4.

Thus product = 8.

 

Q.82    The value of      the integral is

(A)                         (B)      

(C)                        (D)      

 

Ans.:   C         . Here v=2.

 

Q.83     If   then

(A)                  (B)      

(C)               (D)      

 

Ans.:   B        

Since  is a homogeneous function of degree 0. Thus by Euler’s theorem .

 

Q.84      If  , then the value of  is

(A)       1                                  (B)       r

(C)       1/r                                (D)       0

 

Ans.:   B

           

 

Q.85     The value of integral is equal to

(A)       -4                                 (B)       3

(C)       4                                  (D)       -3

 

Ans.:   C

           

 

Q.86     The solution of  differential equation  under condition y(1)=1 is given by

(A)                       (B)      

(C)                      (D)      

 

Ans.:   B        

            The given differential is a particular case of linear differential equation of first order

            . Here

            . Multiplying throughout by x, it can be written as

            ; Integrating w.r. to x we get

            ; Given y(1) = 1;

             or  which is alternative B.

Q.87     The particular integral  of the differential equation  is

(A)                        (B)      

(C)                        (D)      

 

Ans.:   A

            P.I.  is a case of failure of ;

            In such cases .

Q.88      The product of the eigen values of   is equal to

(A)       6                                  (B)       -8

(C)       8                                  (D)       -6

 

Ans.:   C

.

The eigenvalues are 1,2,4. Thus product of eigen values = 8.

 

Q.89      If then matrix A is equal to

(A)                               (B)      

(C)                             (D)      

 

Ans.:   D

           

                       

 

Q.90      The value of  (m being an integer < n) is equal to

(A)       1                                  (B)       -1

(C)       2                                  (D)       0

 

Ans.:   D        

            Using Rodrigue formula  can be expressed as

           

           

Q.91      The value of the   is

(A)                               (B)      

(C)                    (D)      

 

Ans.:   A

            .

 


PART – II

NUMERICALS

 

  Q.1     Consider the function f (x, y) defined by

                   Find  and . 

                   Is  differentiable at (0, 0)?  Justify your answer.                                                       (8)

       

             Ans:

                  

 

                   The partial derivatives are

 

                  

                   Therefore,   df = 0       

                   Let   dx = r cosq       dy = r sinq                        

                  

                  

                   \  f(X,Y)  is differentiable.

 

 

Q.2      Find the extreme values of  subject to the constraints of  (x, y, z) = 2x + y =0 and h(x, y, z) = x + y + z = 1                                                                                                  (8) 

       

                   Ans:

                          Consider the Auxiliary function

                        

                           For the extremum, we have the necessary conditions

                          

                           From (4)  we get    y = -2x.

                           Taking   y = -2x in (1),  we get  -2x + 2l1 + l2 = 0         -----------(6)

                           (2) & (6)  implies    3l1 + 2l2 = 0         -----------(7)

                           From  (5)   x + y = 1- z.  putting this in (1), we get 2 – 2z + 2l1 + l2 = 0    ----(8)

                           (3)  and  (8)  implies  2l1 + 2l2 = -2         -----------(9)

                           (7)  and  (9)  implies  l1 = 2, l2 = -3              

                                                                 

                  

                           The point of extremum is

       

            

                          The extremum value is                                                                                

    

 

Q.3     Find all critical points of  and determine  relative extrema at these critical points.                                                                      (8)

 

             Ans:

 

                                                        

                   \ The only critical point is (x, y) = (0, 0)                   

                  

                  

                  

 

Q.4       Find the second order Taylor expansion of  about the point .                                                                                         (4)

             Ans:

 

                  

                   Second  order Taylor expansion of   f (x, y) is

                  

                                 

                  

                  

 

Q.5       Change the order of integration in the following double integral and evaluate it :  .                                                                              (4)

 

             Ans:  

 

                   The region of integration is given by      y £ x £ 1     and   0 £ y £ 1.

                   Hence, it is bounded by  the straight lines x= y and x = 1 between y = 0 and y = 1.