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Published by wsb2310, 2022-11-29 04:04:52

EM3 - NUMERICAL METHOD WORKBOOK

EM3 - NUMERICAL METHOD WORKBOOK

NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
6)

43


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
7)

44


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
8)

45


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
9)

46


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
10)

47


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
11)

48


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
12)

49


NUMERICAL METHOD | LINEAR EQUATIONS

CROUT'S METHOD - EXIT ACTIVITY
Solve the following system of linear equations using Crout’s method.
13)

50


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD

The Fixed-Point Iteration approach turns algebraic and transcendental equations
into fixed-point functions to iteratively identify the roots of those equations. A
fixed point is one whose value remains constant after a specific transformation. A
fixed point of a function in mathematics is a specific element that the function maps
to itself. The Fixed-Point Iteration method computes the answer to the given
problem by repeatedly applying the idea of a fixed point.

The ALGORITHM;

Find points a and Formulate f(x)=0 Find the
b such that in the form of approximate root
ab x=g(x). List out of f(x) by using
all possible g(x). g(x) that satisfy
STEP 1
STEP 3 STEP 5

STEP 2 STEP 4

Take the interval Choose g(x) with
[a,b] and find the minimum value of
average of a and
b as the value of g'(x).
1-Differentiate

all g(x) obtained
with respect to x.
2-Substitute the
value of x with
value in STEP 2

51


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - STEP BY STEP
EXAMPLE 1: Find the root of the function below by using the Fixed-Point Iteration
method.

Let f(x)=0
STEP 1 | Find point a
and b such that a b

STEP 2 | Find the
average of a and b
STEP 3 | Formulate
f(x)=0 in the form of
x=g(x). List all possible

g(x).
STEP 4 | Choose g(x) which has the minimum value of g'(x).


1- Differentiate all g(x) with respect to x

2- Substitute the value of x with the initial value from STEP 2

52


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - STEP BY STEP

STEP 5 | Find the Use the CALC command on a scientific calculator, to calculate the
approximate root of value of g(x) by substituting the value of xo as the first iteration;

f(x) by using g(x) Therefore, the
that satisfy approximate root of


is at

Calculation techniques using a scientific calculator

ALPHA ) 2 .5 =

ALPHA CALC
SHIFT

( 3 ALPHA

)+5)

CALC

== ==
53


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - GUIDED EXERCISE
EXAMPLE 2: Find the root of the function below using the Fixed-Point Iteration
method.

STEP 1 | Let f(x)=0
STEP 2 | Find the
initial value of x
STEP 3 | Formulate
f(x)=0 in the form of
x=g(x). List all possible

g(x).
STEP 4 | Choose g(x) which has the minimum value of g'(x).


1- Differentiate all g(x) with respect to x

2- Substitute the value of x with the initial value from STEP 2

54


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - GUIDED EXERCISE
STEP 5 | Find the
approximate root of
f(x) by using g(x)

that satisfy



56


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - INDEPENDENT PRACTICE
List all possible g(x) for each of the non-linear equations below:
1)

2)

56


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - INDEPENDENT PRACTICE
List all possible g(x) for each of the non-linear equations below:
3)

4)

57


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - INDEPENDENT PRACTICE
5)

Formulate all possible functions of g(x). Then, determine the suitable function to
iterate.
6)

58


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - INDEPENDENT PRACTICE
Formulate all possible functions of g(x). Then, determine the suitable function to
iterate.
7)

8)

59


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - INDEPENDENT PRACTICE
Formulate all possible functions of g(x). Then, determine the suitable function to
iterate.
9)

10)

60


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
1)

61


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
2)

62


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
3)

63


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
4)

64


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
5)

65


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
6)

66


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
7)

67


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
8)

68


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
9)

69


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
10)

70


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
11)

71


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
12)

72


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
13)

0.173)

73


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
14)

0.468)

74


NUMERICAL METHOD | NON LINEAR EQUATIONS

FIXED POINT ITERATION METHOD - EXIT ACTIVITY
15)

75


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD

The Newton-Raphson approach is a root-finding procedure used in numerical
analysis that generates progressively improved approximations to a real-valued
function's roots (or zeroes). The simplest form begins with a single-variable function

that is specified for a real variable , the function's derivative ′, and a first-guess
value for the root of , . If the function is consistent enough and the initial
estimation is accurate,

is a more accurate approximation of the root than . Until a result is obtained that
is sufficiently accurate, the operation is repeated as,

The ALGORITHM;

Find points a and Evaluate the Iterates the value
b such that differential of of starting with
ab
STEP 3 obtained in
STEP 1 STEP 2

STEP 5

STEP 2 STEP 4 STEP 6

Take the interval Draw an iterative Iteration stops
[a,b] and find the table with 4 when
value of using column: 0.01
, , and
False Position or less (depends
Method on number of
decimal places
required by the
question.

76


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - STEP BY STEP

EXAMPLE 1: Find the real root of the function below using the Newton-Raphson
method.

STEP 1 | Find point a
and b such that a b

STEP 2 | Find the
initial value of x using
False Position method

STEP 3 | Find
derivatives of f(x)

STEP 4 | Draw an Therefore, the real root of the function
iterative table with 4 is at

column

STEP 5 | Iterates the
value of x by using

formula





STEP 6 | Iteration
stops when
0.001

77


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - GUIDED EXERCISE

EXAMPLE 2: Find the real root of the function below using the Newton-Raphson
method.

STEP 1 | Find point a
and b such that a b

STEP 2 | Find the
initial value of x using
False Position method

STEP 3 | Find
derivatives of f(x)

STEP 4 | Draw an Therefore,
iterative table with 4

column

STEP 5 | Iterates the
value of x by using

formula





STEP 6 | Iteration
stops when
0.001

78


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - INDEPENDENT PRACTICE
Determine the initial root, for each of the following equations.
1)

2)

79


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - INDEPENDENT PRACTICE
Determine the initial root, for each of the following equations.
3)

4)

80


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - INDEPENDENT PRACTICE
Determine the initial root, for each of the following equations.
5)

81


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
1)

82


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
2)

83


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
3)

(Answer: x2=-3.0000)

84


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
4)

85


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
5)

-2.0000)

86


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
6)

87


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
7)

88


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
8)

89


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
9)

90


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
10)

91


NUMERICAL METHOD | NON LINEAR EQUATIONS

NEWTON RAPHSON METHOD - EXIT ACTIVITY
11)

1.607)

92


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