Articulo 7.- Disposiciones específicas para las contrataciones iguales o inferiores a ocho (08) unidades impositivas tributariaS.(p.5)
3.7 Aspectos éticos
4.1.2. Fiabilidad del instrumento
4. Equation of the line normal to function f(x) = (x ) at (0 5) is after decimal place. The value of
2 intervals, to 5 significant digits is
(A) 0.00000 (B) 1.0000
(C) 0.00500 (D) 0.00025
ME – 2010
6. Torque exerted on a flywheel over a cycle is listed in the table. Flywheel energy (in J per unit cycle) using impson’s rule is
Angle (degree) Torque (N-m)
0 0 subintervals each of length 1, equals (A) 1.000 the interval of integration into three equal sub intervals, the definite integral
∫ |x|dx is ____________
10. The value of ∫ ( ) . calculated using the Trapezoidal rule with five sub intervals is _______
11. The definite integral ∫ is evaluated using Trapezoidal rule with a step size of 1. The correct answer is _______
12. The real root of the equation
5x 2cosx = 0 (up to two decimal accuracy) is _______
13. Consider an ordinary differential equation = t .If x =x at t = 0 , the increment in x calculated using Runge-Kutta fourth order multi-step method with a step size of Δt = 0.2 is
(A) 0.22 (B) 0.44
(C) 0.66 (D) 0.88 CE – 2005
Linked Answer Question 1 and 2
Give a>0, we wish to calculate its reciprocal value 1/a by using Newton Raphson Method for f(x) = 0.
1. The Newton Raphson algorithm for the function will be
(A) x = (x ) (B) x = (x x ) (C) x = 2x ax (D) x = x x
2. For a = 7 and starting with x = 0.2 the first two iteration will be
(A) 0.11, 0.1299 (B) 0.12, 0.1392
(C) 0.12, 0.1416 (D) 0.13, 0.1428 CE – 2006
3. A 2nd degree polynomial f(x) has values of 1, 4 and 15 at x = 0, 1 and 2 respectively.
The integral ∫ f(x) dx is to be estimated by applying the trapezoidal rule to this data. What is the error (define as true
“value approximate value”) in the estimate?
(A) – (B) 0
(C) – (D) CE – 2007
4. The following equation needs to be numerically solved using the Newton-Raphson method
x3 + 4x – 9 = 0 the iterative equation for the purpose is (k indicates the iteration level)
(A) x = (B) x =
(C) x = x x (D) x =
5. Given that one root of the equation x 10x + 31x – 30 = 0 is 5, the other two roots are
(A) 2 and (B) 2 and
(C) and (D) 2 and CE – 2008
6. Three values of x and y are to be fitted in a straight line in the form y = a + bx by the method of least squares. Given
∑x = 6, ∑y = 2 ∑x = and ∑xy = the values of a and b are respectively (A) 2 and 3
(B) 1 and 2
(C) 2 and 1 (D) 3 and 2 CE – 2009
7. In the solution of the following set of linear equation by Gauss elimination using partial pivoting 5x + y + 2z = 34;
4y – 3z = 12; and 10x – 2y + z = 4; the pivots for elimination of x and y are (A) 10 and 4
(B) 10 and 2
(C) 5 and 4 (D) 5 and 4
CE – 2010
8. The table below given values of a function F(x) obtained for values of x at intervals of 0.25.
x 0 0.25 0.5 0.75 1.0 F(x) 1 0.9412 0.8 0.64 0.50 The value of the integral of the function between the limits 0 to using impson’s rule is
(A) 0.7854 (B) 2.3562
(C) 3.1416 (D) 7.5000 CE 2011
9. The square root of a number N is to be obtained by applying the Newton Raphson iterations to the equation x = 0. If i denotes the iteration index, the correct iteration scheme will be (A) x = (x )
(B) x = (x ) (C) x = (x ) (D) x = (x )
10. he error in
f(x)|
for a continuous function estimated with h=0.03 using the central difference formula
f(x)|
= ( ) ( ) is 2 0 . The values of and ( ) are 19.78 and 500.01, respectively. The corresponding error in the central difference estimate for h = 0.02 is approximately
(A) . 0 (B) .0 0
(C) .5 0 (D) .0 0 CE – 2012
11. The estimate of ∫ . . obtained using impson’s rule with three – point function evaluation exceeds the exact value by (A) 0.235
(B) 0.068
(C) 0.024 (D) 0.012
CE – 2013
12. Find the magnitude of the error (correct to two decimal places) in the estimation of following integral using impson’s ⁄ Rule. Take the step length as 1.___________
∫ (x 0)dx
CS – 2007
1. Consider the series =
= 0.5 obtained from the Newton-Raphson method. The series converges to (A) 1.5
(B) √2
(C) 1.6 (D) 1.4 CS – 2008
2. The minimum number of equal length subintervals needed to approximate
2 x
1
xe dx
to an accuracy of at least1 106 3
using the trapezoidal rule is (A) 1000e
(B) 1000
(C) 100e (D) 100
3. The Newton-Raphson iteration
n 1 n
n
1 R
x x
2 x
can be used to compute the
(A) square of R (B) reciprocal of R (C) square root of R (D) logarithm of R CS – 2010
4. Newton-Raphson method is used to compute a root of the equation
x 13 = 0 with 3.5 as the initial value.
The approximation after one iteration is (A) 3.575
(B) 3.677
(C) 3.667 (D) 3.607
CS – 2012
5. The bisection method is applied to compute a zero of the function
f(x) = x x x in the interval [1,9]. The method converges to a solution after ___________ iterations.
(A) 1 (B) 3
(C) 5 (D) 7 CS – 2013
6. Function f is known at the following points:
x f(x)
0 0
0.3 0.09 0.6 0.36 0.9 0.81 1.2 1.44 1.5 2.25 1.8 3.24 2.1 4.41 2.4 5.76 2.7 7.29 3.0 9.00
he value of ∫ f(x)dx computed using the trapezpidal rule is
(A) 8.983 (B) 9.003
(C) 9.017 (D) 9.045 CS – 2014
7. The function f(x) = x sin x satisfied the following equation:
( ) + f(x) + t cos x = 0.
The value of t is _________.
8. In the Newton-Raphson method, an initial guess of = 2 made and the sequence x x x .. is obtained for the function 0.75x 2x 2x = 0
Consider the statements (I) x = 0.
(II) The method converges to a solution in a finite number of iterations.
Which of the following is TRUE?
(A) Only I
(B) Only II (C) Both I and II (D) Neither I nor II
9. With respect to the numerical evaluation of the definite integral, = ∫ x dx where a and b are given, which of the following statements is/are TRUE?
(I) The value of K obtained using the trapezoidal rule is always greater then or equal to the exact value of the defined integral
(II) The value of K obtained using the impson’s rule is always equal to the exact value of the definite integral (A) I only
(B) II only (C) Both I and II (D) Neither I nor II ECE– 2005
1. Match the following and choose the correct combination
Group I Group II
(A) Newton-Raphson method
1. Solving non-linear equations (B) Runge-Kutta
method
2. Solving linear simultaneous equations (C) impson’s
Rule
3. Solving ordinary differential equations (D) Gauss
elimination method
4. Numerical integration 5. Interpolation 6. Calculation of
Eigen values (A) A-6, B-1, C-5, D-3
(B) A-1, B-6, C-4, D-3 (C) A-1, B-3, C-4, D-2 (D) A-5, B-3, C-4, D-1
ECE– 2007
2. The equation x3 x2+4x 4=0 is to be solved using the Newton-Raphson method. If x=2 is taken as the initial approximation of the solution, then the next approximation using this method will be
using Newton-Raphson method is (A) = e with all coefficients positive has (A) No real root discretised using Euler’s numerical integration method with a time step T > 0. What is the maximum permissible value of T to ensure stability of the solution of the corresponding discrete time equation?
step of ewton’s method estimate x of the solution will be given by
(A) 0.71828 (B) 0.36784
(C) 0.20587 (D) 0.00000 3. A differential equation dx/dt = e u(t)
has to be solved using trapezoidal rule of integration with a step size h = 0.01 sec.
Function u(t) indicates a unit step function. If x(0)= 0, then value of x at t = 0.01 s will be given by
(A) 0.00099 (B) 0.00495
(C) 0.0099 (D) 0.0198 EE– 2009
4. Let x 7 = 0. The iterative steps for the solution using Newton – aphson’s method is given by
(A) x = (x ) (B) x = x (C) x = x
(D) x = x (x )
EE– 2011
5. Solution of the variables and for the following equations is to be obtained by employing the Newton-Raphson iterative method
equation(i) 0x inx 0. = 0 equation(ii) 0x 0x cosx 0. = 0 Assuming the initial values = 0.0 and
= .0 the jacobian matrix is (A) * 0 0.
0 0. + (B) * 0 0
0 0+
(C) *0 0.
0 0. + (D) * 0 0
0 0+
6. Roots of the algebraic equation x x x = 0 are
(A) ( ) (B) ( j j)
(C) (0 0 0) (D) ( j j)
EE– 2013
7. When the Newton – Raphson method is applied to solve the equation f(x) = x 2x = 0 the solution at the end of the first iteration with the initial guess value as x = .2 is
(A) 0.82 (B) 0.49
(C) 0.705 (D) 1.69 EE– 2014
8. The function ( ) = is to be solved using Newton-Raphson method. If the initial value of is taken as 1.0, then the absolute error observed at 2nd iteration is ___________
IN– 2006
1. For k = 0 2 . the steps of Newton-Raphson method for solving a non-linear equation is given as
2
k 1 k K
2 5
x x x .
3 3
Starting from a suitable initial choice as k tends to , the iterate tends to
(A) 1.7099 (B) 2.2361
(C) 3.1251 (D) 5.0000 IN– 2007
2. Identify the Newton-Raphson iteration scheme for finding the square root of 2.
(A) x = (x ) (B) x = (x ) (C) x =
(D) x = √2 x
3. The polynomial p(x) = x + x + 2 has (A) all real roots
(B) 3 real and 2 complex roots (C) 1 real and 4 complex roots (D) all complex roots
IN– 2008
4. It is known that two roots of the nonlinear equation x3 – 6x2 +11x 6 = 0 are 1 and 3. The third root will be
(A) j (B) j
(C) 2 (D) 4
IN – 2009
5. The differential equation = with x(0) = 0 and the constant 0 is to be numerically integrated using the forward Euler method with a constant integration time step T. The maximum value of T such that the numerical solution of x converges is
(A) (B)
(C) (D) 2
IN– 2010
6. The velocity v (in m/s) of a moving mass, starting from rest, is given as
= v t.
Using Euler’s forward difference method (also known as Cauchy-Euler method) with a step size of 0.1s, the velocity at 0.2s evaluates to
(A) 0.01 m/s (B) 0.1 m/s
(C) 0.2 m/s (D) 1 m/s IN– 2011
7. The extremum (minimum or maximum) point of a function f(x) is to be determined by solving ( ) = 0 using the Newton-Raphson method.
Let f(x) = x x and x = 1 be the initial guess of x. The value of x after two iterations (x ) is
(A) 0.0141 (B) 1.4142
(C) 1.4167 (D) 1.5000
IN– 2013
8. While numerically solving the differential equation 2xy = 0 y(0) = using Euler’s predictor – corrector (improved Euler – Cauchy )method with a step size of 0.2, the value of y after the first step is (A) 1.00
(B) 1.03
(C) 0.97 (D) 0.96 IN– 2014
9. The iteration step in order to solve for the cube roots of a given number N using the Newton- aphson’s method is
(A) x = x ( x ) (B) x = (2x ) (C) x = x ( x ) (D) x = (2x )
Answer Keys and Explanations
ME
1. [Ans. C]
By N-R method , =x – ( )
( ) x = f(x) = x x 7
f( ) =
x = x ( )
( )
f (x) = x
f ( ) = ,
= 1 ( )= (0.5) = .5
2. [Ans. C]
Given x y = 2 (i) .0 x 0.0 y = b (ii)
Multiply 0.99 is equation (i) and subtract from equation (ii); we get
( .0 0. )x = b (2 0. ) 0.02x = b .
0.02Δx = Δb Δx =
0.02= 50 units 3. [Ans. D]
4. [Ans. B]
Given f(x) = (x ) / f (x) =2
(x )
Slope of tangent at point (0, 5) m =2
(0 ) / = Slope of normal = 3 (∵ roduct of slopes = 1) Slope of normal at point (0, 5) y 5 = (x 0)
y = x 5 5. [Ans. A]
h =b a
n =2 0
= y = sin(0) = 0 y = sin ( ) = 0.70 0
y = sin ( 2) = y = sin (
) = 0.70 0 y = sin( ) = 0
y = sin (5
) = 0.70 0 y = sin (
) = y = sin (7
) = 0.70 0 y = sin (
) = 0 Trapezoidal rule
∫ f(x)dx = [(y y ) 2(y y y )]
∫ sinx dx = [(0 0) 2(0.70 0 0.70 0 0.70 0 0.70 0 0 = 0 6. [Ans. B]
ower = ω = Area under the curve.
=h
[(y y ) (y y y ) 2(y y )]
= [(0 0) ( 0 0 55) 2 ( 2 2 )]
= 2.7 /unit cycle.
7. [Ans. C]
x 1 2 3
y =x
1 2
∫ xdx =h
(y y y )
= (
2)
= . 8. [Ans. D]
By the definition only
9. [Ans. *] Range 1.10 to 1.12
∫ |x|dx is
∫ ydx =h
2[y 2(y y . ) y ]
y y y y
x 1 0.33 0.33 1
y 1 0.33 0.333 1
∫ |x|dx
= 2
2[ 2(0. 0. )]
= . 0
10. [Ans. *] Range 1.74 to 1.76 h = 2.5
5 = 0.
∫ ln (x)dx = [y 2y 2y 2y
2y y ]
.
= . [ln(2.5) 2(ln2. ) 2 ln( . ) 2ln( . ) 2ln( .7) ln( )]
= .75
11. [Ans. *]Range 1.1 to 1.2
∫xdx by trapezoidal rule rapezoidal rule
∫ f(x)dx = [y y 2(y y . . y )]
h = iven in question
0 1 2
x 1 2 3
y 1 0.5 0.33
∫xdx =
2[y y 2(y )]
=2[ 0. 2 0.5]
= .
12. [Ans. *] Range 0.53 to 0.56 Let f(x) = 5x 2 cos x f (x) = 5 2 sin x f(0) = f( ) = 2.
By intermediate value theorem roots lie be between 0 and 1.
et x = rad = 57. 2 By Newton Raphson method x = x f(x )
f (x )
x =2x sin x 2 cos x 5 2 sin x
x = 0.5 2 x = 0.5 25 x = 0.5 2 13. [Ans. D]
The variation in options are much, so it can be solved by integrating directly dx
dt = t
∫ dx= ∫ ( t )dt
.
Δx = t 2 t |
.
= 2t t|
.
Δx = 0.0 0. = 0.
CE
1. [Ans. C]
To calculate using N-R method Set up the equation as x = i.e. = a
a = 0 i.e. f(x) = a = 0 Now f (x) = f(x ) = a f (x ) = For N-R method x = x ( ( )) x = x ( )
Simplifying which we get x = 2x ax
2. [Ans. B]
For a = 7 iteration equation Becomes x = 2x 7x with x = 0.2
x = 2x 7x = 2× 0.2 – 7(0.2) = 0.12 and x = 2x 7x = 2× 0.12 7(0. 2)
= 0.1392 3. [Ans. A]
f(x) = 1, 4, 15 at x = 0, 1 and 2 respectively
∫ f(x)dx = (f 2f f ) (3 points Trapezoidal Rule) Here h = 1
∫ f(x)dx = (1 + 2(4) + 15) = 12 Approximate value by rapezoidal ule
= 12
Since f(x) is second degree polynomial, let f(x) = a0 + a x + a x
f(0) = 1
a 0 0 =
a = f(1) = 4
a a a =
1+ a a =
a a =
f(2) = 15
a 2a a = 5
2a a = 5
2a a =
Solving (i) and (ii) a = and a = f(x) = 1 – x + 4 x
Now exact value ∫ f(x)dx
= ∫ ( x x )dx
= *x + =
Error = exact – Approximate value
= 2 =
4. [Ans. A ]
Given f(x) = x x = 0 f (x) = x
Newton – Raphson formula is
x = x f(x ) f (x )
= x (x x ) ( x )
= x x x x ( x )
x = 2x x 5. [Ans. A]
Given
x – 10 x + 31x 30 = 0 One root = 5
Let the roots be α β and γ of equation ax + bx + cx + d = 0
α β γ =
and α β βγ γα = α βγ = 5 βγ = ( ) = 30
βγ = (i) Also
αβ βγ γα = 5β βγ 5γ = =
5 (β γ) βγ = ince βγ = from (i) 5 (β γ) =
β γ = 5 βγ =
olving for β and γ β (5 β) =
β 5β = 0
β = 2 and γ = Alternative method
5 1 0 31 0
0 5 25 30
1 5 6 0
(x 5)(x 5x ) = 0 (x 5)(x 2)(x ) = 0 x = 2 5
6. [Ans. D]
Y = a + bx Given
n= ∑x = ∑y = 2 ∑x = 14 and ∑xy =
Normal equations are
∑y = na b∑x
∑xy = a∑x b∑x
Substitute the values and simply a = b = 2 Now we eliminate x using this pivot as follows : respectively 10 and 4
8. [Ans. A]
Error for h = 0.02 is approximately 2 0 (0.02) Approximate value – Exact value
= 1.1116 1.0986
The value of integral
∫ (x 0)dx = *x
5 0x+
= 5 0 = 2 . Magnitude of error
= 2 5. 2 . = 0.5 CS
1. [Ans. A]
Given x = +
, x = 0.5
when the series converges x = x = α α = +
α =
8α = 4α +9 α =
α = = 1.5
2. [Ans. A]
Here, the function being integrated is f(x) = xe
f (x) = xe + e = e (x + 1) f’ (x) = xe + e + e = e (x + 2)
Since, both are increasing functions of x, maximum value of f ( ) in interval 1 2, occurs at = 2 so max |f ( )| = e (2 2) = e
Truncation Error for trapezoidal rule
= TE (bound)
= max |f ( )|
Where is number of subintervals =
=
max |f ( )|
= (b – a) max |f ( )| 1 2
= (2 – 1) [e (2 + 2)]
= e
Now putting ( )= 0 =
h =
Now, No. of intervals, =
= ( )/ = 1000 e
3. [Ans. C]
x = (x ) At convergence x = x = α α = (α ) 2 α = α + 2α = 2α = α + R α = R α = √
So this iteration will compute the square root of R
4. [Ans. D]
y = x dy
dx= 2x f(x)= x x = .5 . . = . 07 5. [Ans. B]
f( ) = 5
f( ) = 5 72 = 57 7 0 f( ) 0 f( ) 0
x = (
2 ) = 5 f(x ) 0 oot lies between and x = (
2 ) = 2 f(x ) 0 After ' ' interations we get the root 6. [Ans. D]
∫ f(x)dx=h
2[f(0) f( ) 2(∑f)]
= . [0 2(0.0 0.
0. . . 7.2 ) ]
= . [ 5 . ]
= 9.045
7. [Ans. – ] impson’s rule is used then value is exact Hence both statements are TRUE
ECE
By Newton Raphson method, x = x f(x ) If the above equation have complex roots, then they must be in complex conjugate pair, because it’s given all co-efficients are positive ( they are real )
So if complex roots are even no. (in pair) then real roots will also be even.
ption ( )is wrong From the equation
roduct of roots = ( 0) As no. of roots = 4,
Product of roots < 1 either one root 0 (or)
Product of three roots < 0 ption ( )is rong.
Now, take option (A), Let us take it is correct .
Roots are in complex conjugate pairs
=
6. [Ans. A]
sin x 2 cos x
= (x –x
) 2 ( –x
2 ) 7. [Ans. B]
8. [Ans. D]
∑n =
2 . . .
= e
as e = x
x
2 . . . x in EE
1. [Ans. D]
Here, = f(x y) = x
Euler’s method equation is x = x h. f(x y) x = x h ( x
) x = ( h
) x h or stability | h
| h
since h = Δ here Δ
Δ 2
o maximum permissible value of Δ is 2 . 2. [Ans. A]
Here f(x) = e f (x) = e
The Newton Raphson iterative equation is x = x ( ( ))
f(x) = e f’(x) = e
x = x i.e. x = –( ) = ( )
Now put i = 0 x = ( )
Put x = as given, x = [e ( 2) ]/e
= 0.71828 3. [Ans. C]
= e u(t)
x = ∫ e u(t) dt = ∫ f(t) dt At t = 0.01, x = Area of trapezoidal
= [f(0) f(0.0 )] = . [ e . ]
= 0.0099 4. [Ans. A]
x = x ( ( )) = x = *x +
5. [Ans. B]
u(x x ) = 0x sin x 0. = 0 v(x x ) = 0x 0x cosx 0. = 0 The Jacobian matrix is
[ u x
u x v
x v x ]
=[ 0x cos x 0sinx 0x sinx 20x 0cosx ] The matrix at x = 0 x = is
= * 0 0 0 0+ 6. [Ans. D]
x x x = 0 (x )(x ) = 0 x = 0 x = 0 x = x = j
t x
7. [Ans. C]
x = x f(x ) f (x )
= .2 ( .2) 2( .2) ( .2) 2
= 0.705
8. [Ans. *] Range 0.05 to 0.07
Clearly, x = 0 is root of the equation f(x) = e = 0
f (x) = e and x = .0
Using ewton raphson method x = x f(x )
f (x )= (e . ) e . =
e and x = x f(x )
f (x )= e
(e ) e
=e e
= 0. 7 0. = 0.0 Absolute error at 2nd itteration is
|0 0.0 | = 0.0 IN
1. [Ans. A]
As k ∞ xk+1 ≈xk
xk = x x x = x x = 5
x = 5 / = 1.70 2. [Ans. A]
Assume x = √ f(x) = x = 0 x = x f(x )
f (x )=
2[x 2 x ] 3. [Ans. C]
Given p(x) = x + x + 2
There is no sign change, hence at most 0 positive root ( rom escarte’s rule of signs)
p( x) = x x + 2
There is one sign change, hence at most 1 negative root ( rom escarte’s rule of signs)
Hence, it will have atleast 5 (0+1)= 4 complex roots.
4. [Ans. C]
Approach- 1
Given, x3 – 6x2 + 11x – 6 = 0 Or (x – 1)(x – 3)(x – 2) = 0 x= 1, 2, 3.
Approach- 2
For ax3 +bx2 + cx +d = 0 If the three roots are p,q,r then Sum of the roots= p+q+r= b/a Product of the roots= pqr= d/a pq+qr+rp=c/a
5. [Ans. D]
dx
dt = x f(x, y) =
x = x h(x y) = x h ( x )
= ( h
) x ( h ) or stability | h
| h
Δ
Δ 2
6. [Ans. A]
dv
dt = v t t v dv
dt = v t 0 0 0 0+0 0. = 0 0.1 0 0+0.1 0. = 0.0 7. [Ans. C]
f(x) = x x
f (x) = x = g(x) x = initial guess g(x) = x
x = x g (x ) g(x )
= ( )
= .5 x = x g(x )
g(x )
= .5 0.75
= . 7 8. [Ans. D]
dy
dx= 2xy x = 0 y = h = 0.2 y = y h. f(x y )
= (0.2)f(0 ) = and y = y [f(x y ) f(x y )]
= (0. )[f(0 ) f(0.2 )]
= 0.
is the value of y after first step, using Euler’s predictor – corrector method 9. [Ans. B]
For convergence
x = x = x x = (2x x ) x = x = √
Calculus
ME – 2005
1. The line integral ∫ ⃗⃗ ⃗⃗⃗⃗ of the vector function ⃗⃗ ( ) 2xyz ̂+ x²z ̂+ k²y ̂ from the origin to the point P (1,1,1)
(A) is 1 (B) is Zero (C) is 1
(D) cannot be determined without specifying the path
2. The right circular cone of largest volume that can be enclosed by a sphere of 1 m radius has a height of
(A) (B)
(C) √ (D) 3. By a change of variables
x(u,v) = uv, y(u,v) = v/u is double integral, the integral f(x,y) changes to f(uv, u/v) ( ). Then, ( ) (A) 2 v/u
(B) 2 u v
(C) v² (D) 1
4. Changing the order of the integration in the double integral I = ∫ ∫ ( ) leads to
I =∫ ∫ ( ) What is q?
(A) 4y (B) 16y²
(C) X (D) 8 5. ∫ ( ) is equal to
(A) ∫ (B) 2∫
(C) 2∫ ( ) (D) Zero
6. Stoke’ theorem connects
(A) A line integral and a surface integral (B) Surface integral and a volume
integral
(C) A line integral and a volume integral (D) Gradient of function and its surface
integral
ME – 2006 7. If f(
x
) =2 2
2x 7x 3 5x 12x 9
, then limf(x)x 3
will be
(A) ⁄ (B) ⁄
(C) 0 (D) ⁄
8. Assuming i = 1 and t is a real number,
∫ dt is:
(A) √ (B) √
(C) √ (D) . √ /
9. Let x denote a real number. Find out the INCORRECT statement
(A) S * + represents the set if all real numbers greater then 3
(B) S * + represents the empty set
(C) S * + represents the union of set A and set B
(D) S * + represents the set of all real umbers between a and b, where and b are real number
ME – 2007
10. (
)
(A) 0
(B) ⁄
(C) (D) 1
11. The area of a triangle formed by the tips of vectors a , b and c is
(A) ( ) ( ) (B) |( ) ( )|
(C) | | (D) ( )
12. If √ √ √ , then y (2) =
(A) 4 or 1 (B) 4 only
(C) 1 only (D) Undefined 13. The minimum value of function y = x2 in
the interval [1, 5] is (A) 0
(B) 1
(C) 25 (D) Undefined ME – 2008
14. The length of the curve between x = 0 and x = 1 is (A) 0.27
(B) 0.67
(C) 1 (D) 1.22 15. Which of the following integrals is
unbounded?
(A) ∫ (B) ∫
(C) ∫ (D) ∫
16. The directional derivative of the scalar function f(x, y, z) = x 2y z2 2 at the point P = (1, 1, 2) in the direction of the vector ⃗ ̂ ̂ is
(A) 4 (B) 2
(C) 1 (D) 1
17. Consider the shaded triangular region P shown in the figure. What is∬ xydxdy?
(A) ⁄ (B) ⁄
(C) ⁄ (D) 1
18. The value of ( ) is (A) ⁄
(B) ⁄
(C) ⁄ (D) ⁄
19. In the Taylor series expansion of ex about x = 2, the coefficient of (x 2)4 is
(A) ⁄ (B) ⁄
(C) ⁄ (D) ⁄ 20. The divergence of the vector field
(x y) ̂ ( ) ̂ ( ) ̂ is (A) 0
(B) 1
(C) 2 (D) 3
21. Let What is
at x=2, y=1?
(A) 0 (B) ln2
(C) 1 (D) 1/ln2 ME – 2009
22. The area enclosed between the curves y24x and x24yis
(A) ⁄ (B) 8
(C) ⁄ (D) 16
23. The distance between the origin and the point nearest to it on the surface
z 1 xy2 is (A) 1 (B) √ ⁄
(C) √ (D) 2
24. A path AB in the form of one quarter of a circle of unit radius is shown in the figure.
Integration of
x y
2 on path AB traversed in a counter-clockwise sense is(A) (B)
(C) (D) 1
25. The divergence of the vector field ̂ ̂ ̂ at a point (1,1,1) is equal to
(A) 7 (B) 4
(C) 3 (D) 0 A
X Y
B
0 1
P x
2 y
x+2y=2
ME – 2010
26. Velocity vector of a flow field is given as
⃗⃗ ̂ ̂. The vorticity vector at (1, 1, 1) is
(A) 4 ̂ ̂ (B) 4 ̂ ̂
(C) ̂ ̂ (D) ̂ ̂ 27. The function
(A) o o ∀ R ∀ R (B) o o ∀ R
∀ R except at x = 3/2
(C) o o ∀ R ∀ R except at x = 2/3
(D) o o ∀ R except at x = 3 ∀ R
28. The value of the integral ∫ is (A) –π
(B) –π
(C) π (D) π
29. The parabolic arc √ is revolved around the x-axis. The volume of the solid of revolution is
(A) π (B) π
(C) π (D) π ME – 2011
30. If f(x) is an even function and is a positive real number, then ∫ ( ) dx equals (A) 0
(B)
(C)
(D) ∫ ( )
31. What is equal to?
(A) (B)
(C) 0 (D) 1
32. A series expansion for the function is (A)
(B) (C) (D)
ME – 2012
33. Consider the function ( ) in the interval . At the point x = 0, f(x) is
(A) Continuous and differentiable.
(B) Non – continuous and differentiable.
(C) Continuous and non – differentiable.
(D) Neither continuous nor differentiable.
34. . / is (A) 1/4
(B) 1/2
(C) 1 (D) 2
35. At x = 0, the function f(x) = has (A) A maximum value
(B) A minimum value (C) A singularity (D) A point of inflection 36. For the spherical surface
the unit outward normal vector at the point
.√ √ / (A) √ ̂
√ ̂ (B) √ ̂
√ ̂ (C) ̂
(D) √ ̂
√ ̂
√ ̂
37. The area enclosed between the straight line y = x and the parabola y = in the
x – y plane is (A) 1/6 (B) 1/4
(C) 1/3 (D) 1/2 ME – 2013
38. The following surface integral is to be evaluated over a sphere for the given steady velocity vector field
defined with respect to a cartesian coordinate system having i, j and k as unit base vectors.
∫ ∫ ( )
Where S is the sphere, and n is the outward unit normal vector to the sphere. The value of the surface integral is
(A) π (B) π
(C) π ⁄ (D) π 39. The value of the definite integral
∫ √ ( ) is (A) √
(B) √
(C) √ (D) √
ME – 2014
40.
is (A) 0
(B) 1
(C) 3
(D)Not defined 41. Which one of the following describes the
relationship among the three vectors ̂ ̂ ̂ ̂+ ̂+ ̂ ̂ ̂ ̂ (A) The vectors are mutually
perpendicular
(B) The vectors are linearly dependent (C) The vectors are linearly independent (D) The vectors are unit vectors
42. . ( ) / is equal to (A) 0
(B) 0.5
(C) 1 (D) 2 43. Curl of vector
⃗ ̂ ̂ ̂ (A) ( ) ̂ ̂ ̂ (B) ( ) ̂ ̂ ̂ (C) ̂ ̂ ̂
(D) ̂ ̂ ̂
44. The best approximation of the minimum value attained by (100x) for ≥ is _______
45. If a function is continuous at a point, (A) the limit of the function may not exist
at the point
(B) the function must be derivable at the point
(C) the limit of the function at the point tends to infinity
(D) the limit must exist at the point and the value of limit should be same as the value of the function at that point 46. Divergence of the vector field
̂ ̂ ̂ ( ) is (A) 0
(B) 3
(C) 5 (D) 6 47. The value of the integral
∫ ( )( ) ( ) ( ) (A) 3
(B) 0
(C) 1 (D) 2
48. The value of the integral ∫ ∫ is
(A) ( ) (B) ( )
(C) ( ) (D) . /
CE – 2005
1. Value of the integral ∮ ( ). Where, c is the square cut from the first quadrant by the lines x = 1 and y = 1 will ( G ’ h o o h h line integral into double integral) (A) ⁄
(B) 1
(C) ⁄ (D) ⁄
2. A rail engine accelerates from its stationary position for 8 seconds and travels a distance of 280 m. According to the Mean Value theorem, the speedometer at a certain time during acceleration must read exactly.
(A) 0 kmph (B) 8 kmph
(C) 75 kmph (D) 126 kmph
CE – 2006
3. What is the area common to the circles o
(A) 0.524 a2 (B) 0.614 a2
(C) 1.014 a2 (D) 1.228 a2 4. The directional derivative of
f(x, y, z) = 2 + 3 + at the point P (2, 1, 3) in the direction of the vector a = k is
(A) (B)
(C) (D) CE – 2007
5. Potential function is given as
= . When will be the stream function () with the condition
= 0 at x = y = 0?
(A) 2xy (B) +
(C) (D) 2
6. Evaluate ∫ (A) π
(B) π ⁄
(C) π ⁄ (D) π ⁄ 7. A velocity is given as
̅ = 5xy + 2 y2 + 3yz2⃗ . The divergence of this velocity vector at (1 1 1) is (A) 9
(B) 10
(C) 14 (D) 15
CE – 2008
8. The equation
+
= 0 can be transformed to
+
= 0 by substituting (A)
(B)
(C) √ (D) √
9. The inner (dot) product of two vectors ⃗⃗
and ⃗⃗ is zero. The angle (degrees) between in two vectors is
(A) 0 (B) 30
(C) 90 (D) 120
10. The value of ∫ ∫ ( ) is (A) 13.5
(B) 27.0
(C) 40.5 (D) 54.0 CE – 2009
11. For a scalar function
f(x, y, z) = + 3 + 2 the gradient at the point P (1, 2, 1) is
(A) 2 + 6 + 4 ⃗ (B) 2 + 12 – 4 ⃗
(C) 2 + 12 + 4 ⃗ (D) √
12. For a scalar function
f(x, y, z) = the directional derivative at the point P(1, 2, 1) in the direction of a vector ⃗ is (A)
(B) √
(C) √ (D) 18 CE – 2010
13. A parabolic cable is held between two supports at the same level. The horizontal span between the supports is L. The sag at the mid-span is h. The equation of the parabola is y = 4h where x is the horizontal coordinate and y is the vertical coordinate with the origin at the centre of the cable. The expression for the total length of the cable is
(A) ∫ √ (B) 2∫ √ (C) ∫ √ (D) ∫ √
14. The . / is (A) 2/3
(B) 1
(C) 3/2 (D) 15. Given a function
( ) The optimal value of f(x, y)
(A) Is a minimum equal to 10/3 (B) Is a maximum equal to 10/3 (C) Is a minimum equal to 8/3 (D) Is a maximum equal to 8/3 CE – 2011
16. ∫ √ √ √ ? (A) 0
(B) a/2
(C) a (D) 2a
17. Wh ho h o λ such that the function defined below is continuous π ?
f(x)={
π π (A) 0
(B) π
(C) 1 (D) π
18. If ⃗ and ⃗ are two arbitrary vectors with magnitudes a and b respectively. | ⃗ ⃗ | will be equal to
(A) – ( ⃗ ⃗ ) (B) ab ⃗ ⃗
(C) + ( ⃗ ⃗ ) (D) ab + ⃗ ⃗ CE – 2012
19. For the parallelogram OPQR shown in the sketch, ̅̅̅̅ ̂ ̂ and R̅̅̅̅ ̂ ̂.
The area of the parallelogram is
(A) ad –bc (B) ac+bd
(C) ad + bc (D) ab – cd 20. The infinity series
o o o (A) sec
(B)
(C) o (D)
CE – 2013
21. The value of ∫ o (A) 0
(B) 1/15
(C) 1 (D) 8/3
CE – 2014
22. . / o (A)
(B)
(C) 1 (D)
23. With reference to the conventional Cartesian (x, y) coordinate system, the vertices of a triangle have the following coordinates:
( ) ( ) ( ) ( ) ( ) ( ). The area of the triangle is equal to
(A) ⁄ (B) ⁄
(C) ⁄ (D) ⁄ 24. A particle moves along a curve whose
parametric equation are : and z = 2 sin (5t), where x, y and z show variations of the distance covered by the particle (in cm) with time t (in s). The magnitude of the acceleration of the particle (in cm ) at t = 0 is ___________
25. If {x} is a continuous, real valued random variable defined over the interval
( ) and its occurrence is defined by the density function given as:
( )
√
. /
wh ‘ ’ ‘ ’ the statistical attributes of the random variable {x}. The value of the integral
∫ √
. /
dx is
(A) 1 (B) 0.5
(C) π (D) π ⁄
26. The expression o (A) log x
(B) 0
(C) x log x (D) R
Q
P
O
CS – 2005
2. Consider the following two statements about the function f(x) =|x|:
P: f(x) is continuous for all real values of x Q: f(x) is differentiable for all real values of x
Which of the following is true?
(A) P is true Q is false
where k is a positive integer. Then (A)
(B)
(C) (D) 5. A point on a curve is said to be extreme if
it is a local minimum or a local maximum.
The number of distinct extrema for the curve 3x 16x 24x 374 3 2 is evaluation of the definite integral
∫
9. Consider the function f(x)= sin(x) in the interval x ,π π⁄ ⁄ -. The number and location(s) of the local minima of this function are
10. Which one the following function is continuous at x =3? derivation of f with respect to . Which of the following statements is/are TRUE?
(I) There exists
. / h h ( )
(II) There exists
. / h h ( ) (A) I only
(B) II only (C) Both I and II (D) Neither I nor II
12. A function f (x) is continuous in the interval [0, 2]. It is known that
f(0) = f(2) = 1 and f(x) = 1. Which one of the following statements must be true?
(A) There exists a y in the interval (0,1) such that f(y) = f(y + 1)
(B) For every y in the interval (0, 1), f(y) = f(2 y)
(C) The maximum value of the function in the interval (0, 2) is 1
(D) There exists a y in the interval (0, 1) such that f(y) ( )
13. If and are 4 – dimensional subspace of a 6 – dimensional vector space V, then the smallest possible dimension of is ____________.
14. If ∫ dx = π, then the value of k is equal to_______.
15. The value of the integral given below is
15. The value of the integral given below is