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This course contains solution of non linear equations and linear system of equations, approximation of eigen values, interpolation and polynomial approximation, numerical differentiation, integration, numerical solution of ordinary differential equations. This lecture includes: Numerical, Analysis, Differentiation, Integration, Richardson, Extrapolation, Newton, Cotes, Trapezoidal, Rule
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DIFFERENTIATION USINGDIFFERENCE OPREATORS:Applications:Remember Using forward differenceoperator
ā
, the shift operator , the
backward difference operator and theaverage difference operator , we obtainedsevral formulae and we worked out thefollowing example :
1.001.163.
13.9641.
101.
( )
f
x
0.00.20.40.60.81.
Solution
Since x = 0 and
0.2 appear at and nearbeginning of the table, it isappropriate to use formulaebased on forward differencesto find the derivatives. Thedifference table for the givendata is depicted below:
Example
Find
and
from the table
(2.2)
y
ļ¢
( 2 .2 )
y
ļ¢
ļ¢
x
y
( x )
Solution:Since x=2.2 occurs at the end of the table, it is appropriate to usebackward difference formulaefor derivatives. The backwarddifference table for the givendata is shown below:
Using backward difference formulae for
and
we have
(
)
y
x
ļ¢
y
x
2
3
4
1
2
3
4
n
n
n
n
n
y
y
y
y
y
h
ļ¦
ļ¶
ļ
ļ
ļ
ļ¢ ļ½
ļ
ļ«
ļ«
ļ«
ļ§
ļ·
ļØ
ļø
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Therefore, Also
1
(2.2)
2
3
5(1.8043)
4
y
ļ¦
ļ¢
ļ½
ļ«
ļ«
ļ§ ļØ
ļ¶
ļ«
ļ½
ļ½
ļ· ļø
2
3
4
2
1
11
12
n
n
n
n
y
y
y
y
h
ļ¦
ļ¶
ļ¢ļ¢ ļ½
ļ
ļ« ļ
ļ«
ļ
ļ§
ļ·
ļØ
ļø
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Case IV:
Derivation of two
and three point formulae:
Retaining only the first term in equation :
2
3
4
0
0
0
0
0
0
1
2
3
4
y
y
y
Dy
y
y
h
ļ¦
ļ¶
ļ
ļ
ļ
ļ¢
ļ½
ļ½
ļ
ļ
ļ«
ļ
ļ«
ļ§
ļ·
ļØ
ļø
ļ
1
(
)
(
)
i
i
i
i
i
i
y
y
y
y
h
h
y x
h
y x
h
ļ«
ļ
ļ
ļ¢ ļ½
ļ½
ļ«
ļ
ļ½
we can get another usefulform for the first derivative as
1
(
)
(
)
i
i
i
i
i
i
y
y
y
y
h
h
y x
y x
h
h
ļ
ļ
ļ
ļ¢ ļ½
ļ½
ļ
ļ
ļ½
Adding the last two equations, we have
(
)
(
)
2
i
i
i
y x
h
y x
h
y
h
ļ«
ļ
ļ
ļ¢ ļ½