Numerical Methods and Programming using Mathematica
-
Upload
akulbansal -
Category
Documents
-
view
218 -
download
2
description
Transcript of Numerical Methods and Programming using Mathematica
-
Bisection Method
f@x_D := Cos@xD;x0 = 0.0; x1 = 2.0; n = 14;
f1 = Sign@f@x1DD;If@f@x0D * f1 > 0,Print@"IVP not satisfied"D,For@i = 1, i n, i++, p = Hx0 + x1L 2;Print@i, " th iteration value is: ", pD;pSign = Sign@f@pDD;If@pSign * f1 < 0, x0 = p, x1 = p; f1 = pSignD;Print@"The new interval is: ", "H", x0, ",", x1, "L"D;Print@".........................................."D;D;Print@"Final Approximation is ", pDD
1 th iteration value is: 1.
The new interval is: H1.,2.L
..........................................
2 th iteration value is: 1.5
The new interval is: H1.5,2.L
..........................................
3 th iteration value is: 1.75
The new interval is: H1.5,1.75L
..........................................
4 th iteration value is: 1.625
The new interval is: H1.5,1.625L
..........................................
5 th iteration value is: 1.5625
The new interval is: H1.5625,1.625L
..........................................
6 th iteration value is: 1.59375
The new interval is: H1.5625,1.59375L
..........................................
7 th iteration value is: 1.57813
The new interval is: H1.5625,1.57813L
..........................................
8 th iteration value is: 1.57031
The new interval is: H1.57031,1.57813L
..........................................
9 th iteration value is: 1.57422
The new interval is: H1.57031,1.57422L
-
..........................................
10 th iteration value is: 1.57227
The new interval is: H1.57031,1.57227L
..........................................
11 th iteration value is: 1.57129
The new interval is: H1.57031,1.57129L
..........................................
12 th iteration value is: 1.5708
The new interval is: H1.57031,1.5708L
..........................................
13 th iteration value is: 1.57056
The new interval is: H1.57056,1.5708L
..........................................
14 th iteration value is: 1.57068
The new interval is: H1.57068,1.5708L
..........................................
Final Approximation is 1.57068
Both error tolerance and max condition
In[39]:= Clear@fD;f@x_D := Cos@xD;x0 = 0.0; x1 = 2.0; n = 20;
f1 = Sign@f@x1DD;If@f@x0D * f1 > 0,Print@"IVP not satisfied"D,For@i = 1, i n, i++,p = Hx0 + x1L 2.0;Print@i, " th iteration value is ", pD;pSign = Sign@f@pDD;Print@"The error is ", Abs@x1 - x0D 2.0D;If@Abs@x1 - x0D < 2 * 0.0001, Break@DD;If@pSign * f1 < 0, x0 = p, x1 = p; f1 = pSignD;Print@"The root enclosing interval is: ", "H", x0, ",", x1, "L"D;Print@"....................................................."D;D;Print@"....................................................."D;Print@"Final approximation is: ", pD;D
1 th iteration value is 1.
The error is 1.
The root enclosing interval is: H1.,2.L
.....................................................
2 th iteration value is 1.5
The error is 0.5
2 Numerical Methods and Programming.nb
-
The root enclosing interval is: H1.5,2.L
.....................................................
3 th iteration value is 1.75
The error is 0.25
The root enclosing interval is: H1.5,1.75L
.....................................................
4 th iteration value is 1.625
The error is 0.125
The root enclosing interval is: H1.5,1.625L
.....................................................
5 th iteration value is 1.5625
The error is 0.0625
The root enclosing interval is: H1.5625,1.625L
.....................................................
6 th iteration value is 1.59375
The error is 0.03125
The root enclosing interval is: H1.5625,1.59375L
.....................................................
7 th iteration value is 1.57813
The error is 0.015625
The root enclosing interval is: H1.5625,1.57813L
.....................................................
8 th iteration value is 1.57031
The error is 0.0078125
The root enclosing interval is: H1.57031,1.57813L
.....................................................
9 th iteration value is 1.57422
The error is 0.00390625
The root enclosing interval is: H1.57031,1.57422L
.....................................................
10 th iteration value is 1.57227
The error is 0.00195313
The root enclosing interval is: H1.57031,1.57227L
.....................................................
11 th iteration value is 1.57129
The error is 0.000976563
The root enclosing interval is: H1.57031,1.57129L
.....................................................
12 th iteration value is 1.5708
Numerical Methods and Programming.nb 3
-
The error is 0.000488281
The root enclosing interval is: H1.57031,1.5708L
.....................................................
13 th iteration value is 1.57056
The error is 0.000244141
The root enclosing interval is: H1.57056,1.5708L
.....................................................
14 th iteration value is 1.57068
The error is 0.00012207
The root enclosing interval is: H1.57068,1.5708L
.....................................................
15 th iteration value is 1.57074
The error is 0.0000610352
.....................................................
Final approximation is: 1.57074
Only Error tolerance
In[56]:= Clear@f, x0, x1, i, p, f1D;In[97]:= f@x_D := Cos@xD;
x0 = 0.0; x1 = 2.0;
f1 = Sign@f@x1DD;If@f@x0D * f1 > 0, Print@"IVP not satisfied"D,
For@i = 1, Abs@x1 - x0D > 2 * 0.0001, i++,p = Hx1 + x0L 2.0;Print@i, " th iteration approximation is ",p, " in interval ", "H", x0, ",", x1, "L"D;
Print@"Error bound is ", Abs@x1 - x0D 2.0D;Print@"..............................................................."D;pSign = Sign@f@pDD;If@pSign * f1 < 0, x0 = p, x1 = p, f1 = pSignD;D;Print@"Final approximation is: ", p, " with error ", Abs@x1 - x0D 2.0DD;
1 th iteration approximation is 1. in interval H0.,2.L
Error bound is 1.
...............................................................
2 th iteration approximation is 1.5 in interval H1.,2.L
Error bound is 0.5
...............................................................
3 th iteration approximation is 1.75 in interval H1.5,2.L
Error bound is 0.25
...............................................................
4 Numerical Methods and Programming.nb
-
4 th iteration approximation is 1.625 in interval H1.5,1.75L
Error bound is 0.125
...............................................................
5 th iteration approximation is 1.5625 in interval H1.5,1.625L
Error bound is 0.0625
...............................................................
6 th iteration approximation is 1.59375 in interval H1.5625,1.625L
Error bound is 0.03125
...............................................................
7 th iteration approximation is 1.57813 in interval H1.5625,1.59375L
Error bound is 0.015625
...............................................................
8 th iteration approximation is 1.57031 in interval H1.5625,1.57813L
Error bound is 0.0078125
...............................................................
9 th iteration approximation is 1.57422 in interval H1.57031,1.57813L
Error bound is 0.00390625
...............................................................
10 th iteration approximation is 1.57227 in interval H1.57031,1.57422L
Error bound is 0.00195313
...............................................................
11 th iteration approximation is 1.57129 in interval H1.57031,1.57227L
Error bound is 0.000976563
...............................................................
12 th iteration approximation is 1.5708 in interval H1.57031,1.57129L
Error bound is 0.000488281
...............................................................
13 th iteration approximation is 1.57056 in interval H1.57031,1.5708L
Error bound is 0.000244141
...............................................................
14 th iteration approximation is 1.57068 in interval H1.57056,1.5708L
Error bound is 0.00012207
...............................................................
Final approximation is: 1.57068 with error 0.0000610352
Newtons Method
Numerical Methods and Programming.nb 5
-
In[122]:= x0 = 1.0;
Nmax = 5; eps = 0.0001;
f@x_D := Cos@xD;For@i = 1, i Nmax, i++,
x1 = N@x0 - Hf@x0DL Hf'@x0DLD;If @Abs@x1 - x0D < eps, Break@D,Print@i, " th iteration is: ", x1D;Print@"Estimated error is: ", Abs@x1 - x0DD;Print@"__________________________________"D;x0 = x1D;
D;Print@"Final approximation is: ", x1D1 th iteration is: 1.64209
Estimated error is: 0.642093
__________________________________
2 th iteration is: 1.57068
Estimated error is: 0.0714173
__________________________________
3 th iteration is: 1.5708
Estimated error is: 0.00012105
__________________________________
Final approximation is: 1.5708
Newtons method with error tolerance only
In[216]:= x0 = 1.0;
eps = 0.0001;
f@x_D := Cos@xD;x1 = N@x0 - f@x0D f'@x0DD;Print@1, " th iteration approximation is: ", x1D;For@i = 2, Abs@x1 - x0D > eps, i++,
x0 = x1;
x1 = N@x0 - f@x0D f'@x0DD;Print@i, " th iteration approximation is: ", x1DD;
Print@"Final approximation is: ", x1D1 th iteration approximation is: 1.64209
2 th iteration approximation is: 1.57068
3 th iteration approximation is: 1.5708
4 th iteration approximation is: 1.5708
Final approximation is: 1.5708
Gauss Jacobi Method
4x1+x2+x3=2
x1+5x2+2x3=-6
x1+2x2+3x3=-4
6 Numerical Methods and Programming.nb
- In[152]:= A = 885, 1, 2
-
1 th iteration approximation is:
2.
-1.55556
4.71429
2 th iteration approximation is:
0.425397
-2.98413
4.55556
3 th iteration approximation is:
0.774603
-3.43845
3.92245
4 th iteration approximation is:
1.11871
-3.04067
3.84253
5 th iteration approximation is:
1.07112
-2.89044
4.00534
6 th iteration approximation is:
0.975953
-2.97867
4.04146
7 th iteration approximation is:
0.979148
-3.02644
4.00266
8 th iteration approximation is:
1.00422
-3.00813
3.98947
9 th iteration approximation is:
1.00584
-2.99391
3.99828
10 th iteration approximation is:
0.99947
-2.99729
4.00257
11 th iteration approximation is:
0.998428
-3.00132
4.0007
12 th iteration approximation is:
0.999985
-3.00083
3.9994
13 th iteration approximation is:
1.00041
-2.99974
3.99976
14 th and final Approximation is:
1.00004
-2.99976
4.00013
810.0007, -13.9974, -33.0004 0, Print@"IVP not satisfied."D,For@i = 1, i nMax, i++,p = N@x1 - f@x1D * HHx1 - x0L Hf@x1D - f@x0DLL, 7D;Print@i, " th approximation is: ", pD;pSign = Sign@f@pDD;If@pSign * f1 < 0, x0 = p, x1 = p; f1 = pSignDD
D
1 th approximation is: 1.1
2 th approximation is: 1.15174
3 th approximation is: 1.17684
4 th approximation is: 1.18863
5 th approximation is: 1.19408
6 th approximation is: 1.19658
7 th approximation is: 1.19773
8 th approximation is: 1.19825
9 th approximation is: 1.19849
10 th approximation is: 1.1986
Regular Falsi Method with stopping condition
In[358]:= f@x_D := x^3 + 2 x^2 - 3 x - 1;x0 = 1.0; x1 = 2.0; n = 20;
f1 = Sign@f@x1DD;errList = 8 0, Print@"Ivp not satisfied"D,For@i = 1, i 2, i++,p = x1 - HHx1 - x0L Hf@x1D - f@x0DLL * f@x1D;Print@i, " th approximation is: ", pD;errList = Append@errList, pD;pSign = Sign@f@pDD;If@pSign * f1 < 0, x0 = p, x1 = p; f1 = pSignDD;For@i = 3, i n, i++,p = x1 - HHx1 - x0L Hf@x1D - f@x0DLL * f@x1D;Print@i, " th approximation is: ", pD;errList = Append@errList, pD; = HerrList@@-1DD - errList@@-2DDL HerrList@@-2DD - errList@@-3DDL;If@Abs@ H - 1LD * Abs@HerrList@@-1DD - errList@@-2DDLD < eps, Break@DD;pSign = Sign@f@pDD;If@pSign * f1 < 0, x0 = p, x1 = p; f1 = pSignDD;D
10 Numerical Methods and Programming.nb
-
1 th approximation is: 1.1
2 th approximation is: 1.15174
3 th approximation is: 1.17684
4 th approximation is: 1.18863
5 th approximation is: 1.19408
6 th approximation is: 1.19658
7 th approximation is: 1.19773
8 th approximation is: 1.19825
9 th approximation is: 1.19849
10 th approximation is: 1.1986
11 th approximation is: 1.19865
Basic Computations
In[369]:= f@n_D := If@n 1, Return@1D, N@1 n + f@n - 1DDDIn[379]:= a = Input@"Enter the the n"D;
f@aDOut[380]= 1.5
In[388]:=
a = 3
Out[388]= 3
In[389]:= sum = 0.0;
For@i = 1, i a, i++, sum = sum + 1 [email protected]
In[396]:=
y = Input@"Enter an array which you want to sort ?"D;Print@"The array is ", yD;For@i = 1, i < 10, i++,
If@y@@iDD > y@@i + 1DD,For@j = i, j 1, j--,If@y@@i + 1DD > y@@jDD, Break@DDD;
y = Insert@y, y@@i + 1DD, j + 1D;y = Delete@y, i + 2D
D;D;
Print@"The sorted array is ", yDThe array is 810, 7, 2, 9, 8, 6, 3, 4, 5, 1