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QUESTION BANK
                                  Subject code: 151601
                   Subject Name: Computer Oriented Statistical Methods 
 
1      If u =2v6 -5 , find the percentage error in u at v =1 if error in v is 0.05.        3   June11
2      Find the solution of the following equation using floating point arithmetic          3   June11
       with 4-digit mantissa x2 -1000x +25 =0
3       Discuss the pitfalls in computing using normalize floating – point numbers.         3   Dec10
4      Explain Floating Point Representation of number with example.                        3   June12

5      Explain different types of Errors with it’s propagation during computation &         6   June12
       how to improve the accuracy of Numeric Computation.
6      Discuss briefly the different types of errors encountered in performing              3   Nov11
       numerical calculations
7      Find the root of the equation x4 – x – 10 = 0 upto 3 decimal points using            7   June12
       Bisection Method.
8      Find the root of the equation 2x-log10x-7 = 0 correct to three decimal places        3   June11
       using iteration method.
9      Find the approximate root of the equation x3 ‐ 4x ‐ 9 = 0 by using False             7   June12
       Position Method. 
10     Use three iterations of Newton Raphson Method to solve the non-linear                6   Dec10
       quations, x 2 − y 2 + 7 = 0, x − xy + 9 = 0 .Take ( x 0 , y 0 ) = (3.5,4.5) as the
       initial approximation.
11     Find the real root of the equation x3 - 9x +1=0 by method of Newton Raphson         4   Dec 10
12     Explain Newton Raphson Method in detail                                              5   June12
13     Prove that Newton-Raphson procedure is second order convergent.                      3   Nov11
14     If y(1) = 4, y(3) = 12, y(4) = 19 and y(x) = 7 then find x by Newton’s formula
15     Find the root of the equation                   by Secant method.                    4   June11
16     Write an algorithm for the false position method to find root of the                 3   Nov11
       equation f ( x) = 0 .
17     Write an algorithm for the successive approximation method to find root of           2   Dec10
       nonlinear equation.
18     Use the secant method to estimate the root of f ( x) = e − x − x correct to two      4   Nov 11
       significant digits with initial estimate of x-1 =0 and x0 =1.0
19     Describe BAIRSTOW method in brief                                                    5   Dec10
20     Find all roots of the equation x3 – 2x2 -5x + 6 = 0 using Graeffe`s method           5   Dec10,
       squaring thrice.                                                                     7   Nov11
21     Use Lagrange’s formula to find third degree polynomial which fits into the           5   June11
       data below
              X     0 1 3 4
              Y -12 0 12 24
       Evaluate the polynomial for x = 4.
22     State Budan’s theorem. Apply it to find the number of roots of the equation              June11
                                           in the interval [-1, 0] and [0,1].
23     Find the root of the equation                             using Lin-Bairstow’s       4   June11
       Method
24     Compute f '(0.75) , from the following table                                         3   June11
                x    0.50 0.75 1.00 1.25               1.50
              f(x) 0.13 0.42 1.00 1.95                 2.35



Prepared by Dr. Shailja Sharma 
QUESTION BANK
                                  Subject code: 151601
                   Subject Name: Computer Oriented Statistical Methods 
 
25     Evaluate            by (i) Trapezoidal rule (ii) Simpson’s 1/3 rule                 4   June 11

26     Represent the function f(x) = 3                   in factorial notation and hence   5   June11
       show that        f (x) =18.
27     The distance, s(in km) covered by a car in a given time, t (min) is given in the    4   June11
       following table
             Time(t)          0    1   2      3      4       5     6
             Distance(s) 0 2.5 8.5 15.5 24.5 36.5 50
       Estimate the speed and acceleration of the car at t = 5 minutes.

28     The distance (s) covered by a car in a given time (t) is given below                6   Dec10
       Time(Minutes) : 10         12 16 17 22
       Distance(Km.) : 12 15 20 22 32
       Find the speed of car at time t =14 minutes
29     Obtain cubic spline for every subinterval from the following data                   6   Dec10
         x: 0 1          2      3
       f(x) : 1     2 33 244
       Hence an estimate f(2.5)
30     Fit cubic splines for first two subintervals from the following data. Utilize the   7   Nov11
       result to estimate the value at x=5.
              x: 3 4.5 7            9
          f(x) : 2.5 1       2.5 0.5
31     Estimate the function value f (7) using cubic splines from the following data       5   June11
       given p0 =p2 =0
              i     0 1 2
              zi    4 9 16
              fi     2 3 4
32     Prove the following (i) Δ∇ = ∇Δ = Δ − ∇ (ii) δ = ∇E 1 / 2                           4   June11
33     Write an algorithm for Lagrange’s interpolation method to interpolate a value       2   Dec10
       of dependent variable for given value of independent variable.
34     Differentiate Interpolation & Extrapolation.                                        3   June12
35     Estimate the value of f(22) and f(42) from the following data                       5   June11
             x: 20         25         30     35        40        45
         f(x): 354         332        291   260       231      204
36     Explain Cubic Spline Interpolation with it’s conditions.                            3   June12
37     Write Langrage Interpolation Algorithm & Solve the following using it:              8   June12
       Find  f(x)  at x=4.  
       X  :      1.5      3      6  
       f(x) :  ‐0.25    2     20  
38     Consider the following table:                                                       8   June12
       x  :        20           25          30  
       f(x) :   0.342     0.423     0.500    
       Find the value of x where f(x) = 0.399 using Inverse   Interpolation.  Would 
       you use the difference method or Lagrangian Method?  
39     Write an algorithm for Trapezoidal Rule to integrate a tabulated function.          3   Nov11



Prepared by Dr. Shailja Sharma 
QUESTION BANK
                                         Subject code: 151601
                          Subject Name: Computer Oriented Statistical Methods 
 
40     Evaluate ∫x2 dx using Trapezoidal Rule by taking h=1/8.                            4   June12
41                    5                                                                   6   Dec10
                      ∫
       Evaluate : log 10 xdx , taking 8 subintervals, correct to four decimal places by
                      1
       Trapezoidal rule.
42     The table gives the distance in nautical miles of the visible horizon for the      4   Nov11
       given heights in feet above the earth’s surface. Find the values of y when
       x=390ft.
         height(x): 100        150     200     250    300      350      400
       Distance(y): 10.63 13.03 15.04 16.81 18.42 19.90 21.27

43     A train is moving at the speed of 30 m/sec. suddenly brakes are applied. The       4   Nov11
       speed of the train per second after t seconds is given by the following table.
          Time(t): 0 5 10 15 20 25 30
       Speed(v): 30 24 19 16 13 11 10
       Apply Simpson’s three-eighth rule to determine the distance moved by the
       train in 30 seconds.
44     Explain Simpson 1/3 Rule in detail.                                                4   June12
45     Using Simpson’s rule, find the volume of the solid of revolution formed by
       rotating about x-axis. The area between the x-axis, the lines x = 0 and x = 1
       and a curve through the points (0,1), (0.25,0.9896), (0.50,0.9589),
       (0.75,0.9089) and (1,0.8415).
46     A slider in a machine moves along a fixed straight rod. Its distance x cm. along   7   Nov11
       the rod is given below for various values of the time t seconds. Find the
       velocity of the slider when t = 0.1 second.
         t: 0        0.1     0.2     0.3       0.4       0.5      0.6
        x: 30.13 31.62 32.87 33.64             33.95     33.81 33.24

47     Write an algorithm for simpson`s three-eight rule to integrate a tabulated         2   Dec10
       function.
48     Compute f’(0.75),from the following table                                          3   June11
           X: 0.50       0.75      1.00      1.25       1.50
         F(x):0.13       0.42      1.00      1.95      2.35
49                6
                       1                                                                  4   June11
       Evaluate   ∫ 1 + x 2 dx by (i)Trapezoidal rule (ii) Simpson’s 1/3 rule
                  0
50     The following data gives pressure and volume of superheated steam                  6   Dec10
            V: 2     4     6      8     10
            P: 105 42.7 25.3 16.7 13
       Find the rate of change of pressure w.r.t. volume when V=8
51     Following table shows speed in m/s and time in second of a car                     6   Dec10
        t : 0 12 24       36    48     60    72 84 96 108 120
       v : 0 3.60 10.08 18.90 21.60 18.54 10.26 5.40 4.50 5.40 9.00
       Using simpson`s one-third rule find the distance travelled by the car in 120
       second
52     Given                where y = 0 when x = 0 find y(0.2) and y(0.4) using           5   June11
       Runga Kutta method



Prepared by Dr. Shailja Sharma 
QUESTION BANK
                                   Subject code: 151601
                    Subject Name: Computer Oriented Statistical Methods 
 
53     Solve the dy/dx = x2– y, y(0) = 1. Find y(0.1) and y(0.2), h=0.1 using Runge            7   June 12
       Kutta’s 2nd Order Method. 
54                  dy                                                                         6   Dec10
       Given that      = x + y 2 , y(0) = 1. Using Runge-kutta method find
                    dx
       approximate value of y 0.2,take step size 0.1

55                  dy                                                                         4   Nov11
       Given that      = x + y with initial condition y(0)=1.Use Runge-Kutta fourth
                    dx
       order method to find y(0.1).
56                                                                     dy                      2   Dec10
       Write an algorithm for Euler`s method to solve ODE                 = f ( x, y )
                                                                       dx
57     Solve dy/dx = 2x – y, y(0) = 2 in the range 0 ≤ x ≤ 0.3 by taking h=0.1 using           7   June12
       Euler’s Method
58     Using Euler`s method, compute y(0.5) for differential equation                          4   June11
       dy
           = y2 − x2                                          
       dx              with y = 1 when x = 0(taking h = 0.1)
59                                     dy                                               4          June11
       Solve the differential equation    = x + y with y(0) = 1, x ∈ [0,1] by Taylor’s 
                                       dx
       series expansion to obtain y for x = 0.
60     Use Taylor series to find approximate value of cos(-8 ) to 5 significant digits.        7   Nov11
61                                                                dy                           7   Nov11
       Use Heun’s predictor-corrector method to integrate            = 4e 0.8 x − 0.5 y from
                                                                  dx
       x= 0 to x = 3 with a step size of 1. The initial condition at x=0 is y=2.(Perform
       only one iteration in corrector step)

62                                                        4                                    3   June11
                                                          ∫ ( x + 2 x)dx  
                                                               2
       Using Gauss’s quadrature formula, evaluate
                                                          2




Prepared by Dr. Shailja Sharma 

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Question bank v it cos

  • 1. QUESTION BANK Subject code: 151601 Subject Name: Computer Oriented Statistical Methods    1 If u =2v6 -5 , find the percentage error in u at v =1 if error in v is 0.05. 3 June11 2 Find the solution of the following equation using floating point arithmetic 3 June11 with 4-digit mantissa x2 -1000x +25 =0 3 Discuss the pitfalls in computing using normalize floating – point numbers. 3 Dec10 4 Explain Floating Point Representation of number with example. 3 June12 5 Explain different types of Errors with it’s propagation during computation & 6 June12 how to improve the accuracy of Numeric Computation. 6 Discuss briefly the different types of errors encountered in performing 3 Nov11 numerical calculations 7 Find the root of the equation x4 – x – 10 = 0 upto 3 decimal points using 7 June12 Bisection Method. 8 Find the root of the equation 2x-log10x-7 = 0 correct to three decimal places 3 June11 using iteration method. 9 Find the approximate root of the equation x3 ‐ 4x ‐ 9 = 0 by using False  7 June12 Position Method.  10 Use three iterations of Newton Raphson Method to solve the non-linear 6 Dec10 quations, x 2 − y 2 + 7 = 0, x − xy + 9 = 0 .Take ( x 0 , y 0 ) = (3.5,4.5) as the initial approximation. 11 Find the real root of the equation x3 - 9x +1=0 by method of Newton Raphson 4 Dec 10 12 Explain Newton Raphson Method in detail 5 June12 13 Prove that Newton-Raphson procedure is second order convergent. 3 Nov11 14 If y(1) = 4, y(3) = 12, y(4) = 19 and y(x) = 7 then find x by Newton’s formula 15 Find the root of the equation by Secant method. 4 June11 16 Write an algorithm for the false position method to find root of the 3 Nov11 equation f ( x) = 0 . 17 Write an algorithm for the successive approximation method to find root of 2 Dec10 nonlinear equation. 18 Use the secant method to estimate the root of f ( x) = e − x − x correct to two 4 Nov 11 significant digits with initial estimate of x-1 =0 and x0 =1.0 19 Describe BAIRSTOW method in brief 5 Dec10 20 Find all roots of the equation x3 – 2x2 -5x + 6 = 0 using Graeffe`s method 5 Dec10, squaring thrice. 7 Nov11 21 Use Lagrange’s formula to find third degree polynomial which fits into the 5 June11 data below X 0 1 3 4 Y -12 0 12 24 Evaluate the polynomial for x = 4. 22 State Budan’s theorem. Apply it to find the number of roots of the equation June11 in the interval [-1, 0] and [0,1]. 23 Find the root of the equation using Lin-Bairstow’s 4 June11 Method 24 Compute f '(0.75) , from the following table 3 June11 x 0.50 0.75 1.00 1.25 1.50 f(x) 0.13 0.42 1.00 1.95 2.35 Prepared by Dr. Shailja Sharma 
  • 2. QUESTION BANK Subject code: 151601 Subject Name: Computer Oriented Statistical Methods    25 Evaluate by (i) Trapezoidal rule (ii) Simpson’s 1/3 rule 4 June 11 26 Represent the function f(x) = 3 in factorial notation and hence 5 June11 show that f (x) =18. 27 The distance, s(in km) covered by a car in a given time, t (min) is given in the 4 June11 following table Time(t) 0 1 2 3 4 5 6 Distance(s) 0 2.5 8.5 15.5 24.5 36.5 50 Estimate the speed and acceleration of the car at t = 5 minutes. 28 The distance (s) covered by a car in a given time (t) is given below 6 Dec10 Time(Minutes) : 10 12 16 17 22 Distance(Km.) : 12 15 20 22 32 Find the speed of car at time t =14 minutes 29 Obtain cubic spline for every subinterval from the following data 6 Dec10 x: 0 1 2 3 f(x) : 1 2 33 244 Hence an estimate f(2.5) 30 Fit cubic splines for first two subintervals from the following data. Utilize the 7 Nov11 result to estimate the value at x=5. x: 3 4.5 7 9 f(x) : 2.5 1 2.5 0.5 31 Estimate the function value f (7) using cubic splines from the following data 5 June11 given p0 =p2 =0 i 0 1 2 zi 4 9 16 fi 2 3 4 32 Prove the following (i) Δ∇ = ∇Δ = Δ − ∇ (ii) δ = ∇E 1 / 2 4 June11 33 Write an algorithm for Lagrange’s interpolation method to interpolate a value 2 Dec10 of dependent variable for given value of independent variable. 34 Differentiate Interpolation & Extrapolation.   3 June12 35 Estimate the value of f(22) and f(42) from the following data 5 June11 x: 20 25 30 35 40 45 f(x): 354 332 291 260 231 204 36 Explain Cubic Spline Interpolation with it’s conditions.    3 June12 37 Write Langrage Interpolation Algorithm & Solve the following using it:    8 June12 Find  f(x)  at x=4.   X  :      1.5      3      6   f(x) :  ‐0.25    2     20   38 Consider the following table:    8 June12 x  :        20           25          30   f(x) :   0.342     0.423     0.500     Find the value of x where f(x) = 0.399 using Inverse   Interpolation.  Would  you use the difference method or Lagrangian Method?   39 Write an algorithm for Trapezoidal Rule to integrate a tabulated function. 3 Nov11 Prepared by Dr. Shailja Sharma 
  • 3. QUESTION BANK Subject code: 151601 Subject Name: Computer Oriented Statistical Methods    40 Evaluate ∫x2 dx using Trapezoidal Rule by taking h=1/8.          4 June12 41 5 6 Dec10 ∫ Evaluate : log 10 xdx , taking 8 subintervals, correct to four decimal places by 1 Trapezoidal rule. 42 The table gives the distance in nautical miles of the visible horizon for the 4 Nov11 given heights in feet above the earth’s surface. Find the values of y when x=390ft. height(x): 100 150 200 250 300 350 400 Distance(y): 10.63 13.03 15.04 16.81 18.42 19.90 21.27 43 A train is moving at the speed of 30 m/sec. suddenly brakes are applied. The 4 Nov11 speed of the train per second after t seconds is given by the following table. Time(t): 0 5 10 15 20 25 30 Speed(v): 30 24 19 16 13 11 10 Apply Simpson’s three-eighth rule to determine the distance moved by the train in 30 seconds. 44 Explain Simpson 1/3 Rule in detail.   4 June12 45 Using Simpson’s rule, find the volume of the solid of revolution formed by rotating about x-axis. The area between the x-axis, the lines x = 0 and x = 1 and a curve through the points (0,1), (0.25,0.9896), (0.50,0.9589), (0.75,0.9089) and (1,0.8415). 46 A slider in a machine moves along a fixed straight rod. Its distance x cm. along 7 Nov11 the rod is given below for various values of the time t seconds. Find the velocity of the slider when t = 0.1 second. t: 0 0.1 0.2 0.3 0.4 0.5 0.6 x: 30.13 31.62 32.87 33.64 33.95 33.81 33.24 47 Write an algorithm for simpson`s three-eight rule to integrate a tabulated 2 Dec10 function. 48 Compute f’(0.75),from the following table 3 June11 X: 0.50 0.75 1.00 1.25 1.50 F(x):0.13 0.42 1.00 1.95 2.35 49 6 1 4 June11 Evaluate ∫ 1 + x 2 dx by (i)Trapezoidal rule (ii) Simpson’s 1/3 rule 0 50 The following data gives pressure and volume of superheated steam 6 Dec10 V: 2 4 6 8 10 P: 105 42.7 25.3 16.7 13 Find the rate of change of pressure w.r.t. volume when V=8 51 Following table shows speed in m/s and time in second of a car 6 Dec10 t : 0 12 24 36 48 60 72 84 96 108 120 v : 0 3.60 10.08 18.90 21.60 18.54 10.26 5.40 4.50 5.40 9.00 Using simpson`s one-third rule find the distance travelled by the car in 120 second 52 Given where y = 0 when x = 0 find y(0.2) and y(0.4) using 5 June11 Runga Kutta method Prepared by Dr. Shailja Sharma 
  • 4. QUESTION BANK Subject code: 151601 Subject Name: Computer Oriented Statistical Methods    53 Solve the dy/dx = x2– y, y(0) = 1. Find y(0.1) and y(0.2), h=0.1 using Runge  7 June 12 Kutta’s 2nd Order Method.  54 dy 6 Dec10 Given that = x + y 2 , y(0) = 1. Using Runge-kutta method find dx approximate value of y 0.2,take step size 0.1 55 dy 4 Nov11 Given that = x + y with initial condition y(0)=1.Use Runge-Kutta fourth dx order method to find y(0.1). 56 dy 2 Dec10 Write an algorithm for Euler`s method to solve ODE = f ( x, y ) dx 57 Solve dy/dx = 2x – y, y(0) = 2 in the range 0 ≤ x ≤ 0.3 by taking h=0.1 using  7 June12 Euler’s Method 58 Using Euler`s method, compute y(0.5) for differential equation 4 June11 dy = y2 − x2   dx with y = 1 when x = 0(taking h = 0.1) 59 dy 4 June11 Solve the differential equation = x + y with y(0) = 1, x ∈ [0,1] by Taylor’s  dx series expansion to obtain y for x = 0. 60 Use Taylor series to find approximate value of cos(-8 ) to 5 significant digits. 7 Nov11 61 dy 7 Nov11 Use Heun’s predictor-corrector method to integrate = 4e 0.8 x − 0.5 y from dx x= 0 to x = 3 with a step size of 1. The initial condition at x=0 is y=2.(Perform only one iteration in corrector step) 62 4 3 June11 ∫ ( x + 2 x)dx   2 Using Gauss’s quadrature formula, evaluate 2 Prepared by Dr. Shailja Sharma