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Presentation
on
Interpolation and forward ,backward ,
central method
In partial fulfillment of the subject
CVNM
Submitted by:
Mitesh Patel (130120119155) / Mechanical / 4C1
Mitul Patel (130120119156) / Mechanical / 4C1
Neel Patel (130120119157) / Mechanical / 4C1
(2140001)
GANDHINAGAR INSTITUTE OF TECHNOLOGY
INTERPOLATION AND EXTRAPOLATION
The process of finding the values inside the interval 𝑥0<𝑥< 𝑥 𝑛 is known as
interpolation.
The process of finding the values outside the interval 𝑥0<𝑥< 𝑥 𝑛 is known as
extrapolation.
Interpolation
Forward
interpolation
Backward
interpolation
POLYNOMIAL INTERPOLATION
For a two point data a first order(linear)polynomial connecting two
points is used.
For a three point data a second order (quadratic) polynomial connecting
three point used
For four point data a third order (cubic) polynomial connecting three
point.
FINITE DIFFERENCES
FINITE
DIFFRENCES
FORWARD
DIFFERENCES
CENTRAL
DIFFERENCES
BACKWARD
DIFFERENCES
 Finite differences are of three types :-
RULES OF INTERPOLATION
Interpolation formulas can be used only when the values of the
argument 𝑥 are equidistant.
The point 𝑥0 should be selected very close to the point at which
interpolation is required.
Usually in the forward interpolation the very first value of 𝑥 is taken
equal to 𝑥0.
Backward interpolation is suitable for interpolation near the end of
tabulated values in the backward interpolation.
In backward interpolation the last value of 𝑥 is taken equal to 𝑥 𝑛.
FIRST FORWARD DIFFERENCES
The 𝑦1- 𝑦0 , 𝑦2 - 𝑦1 , 𝑦𝑛 - 𝑦 𝑛−1.differences are called the first forward
differences of the function.
y = f (x) and we denote these difference by
∆𝑦0 , ∆𝑦1 , ∆𝑦2……….., ∆𝑦𝑛respectively, where Δ is called the
descending or forward difference operator.
In general, the first forward differences is defined by
Δ𝑦𝑥= 𝑦 𝑥+1– 𝑦𝑥.
where Δ is called first forward difference operator.
SECOND FORWARD DIFFRENCE
OPERATOR
The differences of first forward differences are called second forward
differences.
∆ 𝟐
𝑦0=∆𝑦1- ∆𝑦0.
∆ 𝟐 𝑦1 =∆𝑦2 - ∆𝑦1.
∆ 𝟐
𝒚 𝒏−𝟏= ∆𝑦𝑛 - ∆𝑦 𝑛−1.
∆ 𝟐 𝑦0 , ∆ 𝟐 𝑦1,………..,∆ 𝟐 𝒚 𝒏−𝟏are called second forward differences.
where ∆ 𝟐is called second forward difference order.
TABLE
Argument
x
Entry
y = f(x)
First
Differences
∆
Second
Differences
∆ 𝟐
Third
Differences
∆ 𝟑
Fourth
Differences
∆ 𝟒
𝑥0
𝑥1
𝑥2
𝑥3
𝑥4
𝑦0
𝑦1
𝑦2
𝑦3
𝑦4
∆𝑦0
∆𝑦1
∆𝑦2
∆𝑦3
∆ 𝟐
𝑦0
∆ 𝟐
𝑦1
∆ 𝟐 𝑦2
∆ 𝟑
𝑦0
∆ 𝟑 𝑦1
∆ 𝟒 𝑦0
FIRST BACKWARD DIFFRENCES
The 𝑦1- 𝑦0 , 𝑦2 - 𝑦1 , 𝑦𝑛 - 𝑦 𝑛−1.differences are called the first forward
differences of the function.
y = f (x) and we denote these difference by
𝛁𝑦1 , 𝛁𝑦2 , 𝛁𝑦3………..,𝛁𝑦𝑛respectively, where 𝛁is called the descending
or forward difference operator.
In general, the first forward differences is defined by
𝛁𝑦𝑛= 𝑦𝑛 – 𝑦 𝑛−1.
where is called first backward difference operator.
SECOND BACKWARD DIFFRENCE
OPERATOR
The differences of first forward differences are called second backward
differences.
𝛁 𝟐
𝑦1=∆𝑦1- ∆𝑦0.
𝛁 𝟐 𝑦2 =∆𝑦2 - ∆𝑦1.
𝛁 𝟐
𝒚 𝒏= ∆𝑦𝑛 - ∆𝑦 𝑛−1.
𝛁 𝟐 𝑦1 , ∆ 𝟐 𝑦2,………..,∆ 𝟐 𝒚 𝒏are called second forward
differences.
where 𝛁is called second backward difference operator.
TABLE
Argument
x
Entry
y = f(x)
First
Differences
𝛁
Second
Differences
𝛻 𝟐
Third
Differences
𝛻 𝟑
Fourth
Differences
𝛻 𝟒
𝑥0
𝑥1
𝑥2
𝑥3
𝑥4
𝑦0
𝑦1
𝑦2
𝑦3
𝑦4
𝛁𝑦0
𝛁𝑦1
𝛁𝑦2
𝛁𝑦3
𝛁 𝟐
𝑦0
𝛁 𝟐 𝑦1
𝛁 𝟐
𝑦2
𝛁 𝟑
𝑦0
𝛁 𝟑
𝑦1
𝛁 𝟒 𝑦0
THE DIFFERENT
TYPES OF
OPERATORS.
CENTRAL DIFFERNCES (δ)
If we denote the differences 𝛿𝑦1/2 , δ𝑦3/2 ,…..., δ𝑦 𝑛−1/2 respectively,
then we have
𝛿𝑦1/2=𝑦1- 𝑦0 , δ𝑦3/2=𝑦2 - 𝑦1 , ……..,
δ𝑦 𝑛−1/2=𝑦𝑛 - 𝑦 𝑛−1.
Where δ is called first central difference operator.
Where 𝛿𝑦1/2 , δ𝑦3/2 ,……….., δ𝑦 𝑛−1/2 are called first central
differences.
GENERAL 𝑁 𝑇𝐻
TERM FOR
CENTRAL DIFFRENCES
In the general , the 𝑛 𝑡ℎ central differences can be written as:-
𝜹 𝒏
𝒚𝒊−(
𝟏
𝟐
)
=𝜹 𝒏−𝟏
𝒚𝒊 - 𝜹 𝒏−𝟏
𝒚𝒊−𝟏 .
where n = 1,2,3………n.
following table shows how the central difference can be written.
TABLE
Argument
x
Entry
y = f(x)
First
Differences
𝛅
Second
Differences
𝛅 𝟐
Third
Differences
𝛅 𝟑
Fourth
Differences
𝛅 𝟒
𝑥0
𝑥1
𝑥2
𝑥3
𝑥4
𝑦0
𝑦1
𝑦2
𝑦3
𝑦4
𝛿𝑦1/2
δ𝑦3/2
δ𝑦5/2
δ𝑦7/2
𝛅 𝟐y1
𝛅 𝟐 𝑦2
𝛅 𝟐 𝑦3
𝛅 𝟑 𝑦3/2
𝛅 𝟑
𝑦5/2
𝛅 𝟒 𝑦2
TYPES OF OPERATORS
Operators
Shifting operator Unit operator
Inverse
operator
Differential
operator
Forward
difference
operators
Backward
difference
operator
FORWARD AND BACKWARD
DIFFERNCES OPERATORS EQUATIONS
∆𝑓(𝑥) = 𝑓(𝑥 + ℎ)- 𝑓(𝑥).
This equation is known as forward difference operators equation.
∇𝑓(𝑥) = 𝑓(𝑥 ) - 𝑓(𝑥 − ℎ).
This equation is known as backward difference operators equation.
SHIFTING OPERATOR (∈)
E𝑓(𝑥) = 𝑓(𝑥 + h).
E2
𝑓(𝑥) = 𝑓(𝑥+ 2h).
E3
𝑓(𝑥) = 𝑓(𝑥+ 3h).
⋮ ⋮
E 𝑛
𝑓(𝑥)= 𝑓(𝑥 + nh).
E is also known as displacement or translation operator.
INVERSE OPERATOR
𝐸−1 𝑓(𝑥+ h) = 𝑓(𝑥 – h).
𝐸−2 𝑓(𝑥+ h) = 𝑓(𝑥 – 2h).
𝐸−3 𝑓(𝑥+ h) = 𝑓(𝑥 – 3h).
⋮ ⋮
𝐸−𝑛
𝑓(𝑥+ h) = 𝑓(𝑥 – nh).
where 𝜖−1 is known as inverse operator.
DIFFERNTIAL OPERATOR
𝐷𝑓(𝑥) =
𝑑
𝑑𝑥
𝑓(𝑥).
𝐷2 𝑓 𝑥 =
𝑑2
𝑑𝑥2 𝑓(𝑥).
⋮ ⋮
𝐷 𝑛
𝑓 𝑥 =
𝑑 𝑛
𝑑𝑥 𝑛
𝑓 𝑥 .
where 𝐷 is known as differential operator.
UNIT OPERATOR
The unit operator 1 is defined as 1.f(x)= f(x).
RELATION BETWEEN FORWARD AND
SHIFTING OPERATOR
 ∆=E-1.
By definition ,
∆𝑓(𝑥)=𝑓 𝑥 + h − 𝑓(𝑥).
∆𝑓(𝑥)=E 𝑓 𝑥 − 1. 𝑓(𝑥).
∆𝑓(𝑥)=(E-1)𝑓(𝑥).
∆= 𝐸 − 1.
RELATION BETWEEN THE BACKWARD
AND INVERSE OPERATOR
∇=1-𝐸−1
.
By definition ,
∇𝑓(𝑥)=𝑓(𝑥)-𝑓(𝑥 − h).
∇𝑓(𝑥)=1.𝑓(𝑥)-𝐸−1
𝑓(𝑥).
∇𝑓 𝑥 =(1-𝐸−1
)𝑓(𝑥).
∇=(1-𝐸−1
).
RELATION BETWEEN THE CENTRE
AND INVERSE OPERATOR
 δ=𝐸−1/2∆.
By definition ,
δ𝑓(𝑥)=𝑓(𝑥 +
h
2
)-𝑓 𝑥 −
h
2
.
δ𝑓(𝑥)=𝐸1/2 𝑓(𝑥)-𝐸−
1
2 𝑓 𝑥 .
δ𝑓 𝑥 = (𝐸1/2-𝐸−1/2)𝑓 𝑥 .
δ= 𝐸−1/2(E-1).
δ= 𝐸−1/2
∆.
THANK
YOU

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Complex Variable & Numerical Method

  • 1. Presentation on Interpolation and forward ,backward , central method In partial fulfillment of the subject CVNM Submitted by: Mitesh Patel (130120119155) / Mechanical / 4C1 Mitul Patel (130120119156) / Mechanical / 4C1 Neel Patel (130120119157) / Mechanical / 4C1 (2140001) GANDHINAGAR INSTITUTE OF TECHNOLOGY
  • 2. INTERPOLATION AND EXTRAPOLATION The process of finding the values inside the interval 𝑥0<𝑥< 𝑥 𝑛 is known as interpolation. The process of finding the values outside the interval 𝑥0<𝑥< 𝑥 𝑛 is known as extrapolation. Interpolation Forward interpolation Backward interpolation
  • 3. POLYNOMIAL INTERPOLATION For a two point data a first order(linear)polynomial connecting two points is used. For a three point data a second order (quadratic) polynomial connecting three point used For four point data a third order (cubic) polynomial connecting three point.
  • 4.
  • 6. RULES OF INTERPOLATION Interpolation formulas can be used only when the values of the argument 𝑥 are equidistant. The point 𝑥0 should be selected very close to the point at which interpolation is required. Usually in the forward interpolation the very first value of 𝑥 is taken equal to 𝑥0. Backward interpolation is suitable for interpolation near the end of tabulated values in the backward interpolation. In backward interpolation the last value of 𝑥 is taken equal to 𝑥 𝑛.
  • 7. FIRST FORWARD DIFFERENCES The 𝑦1- 𝑦0 , 𝑦2 - 𝑦1 , 𝑦𝑛 - 𝑦 𝑛−1.differences are called the first forward differences of the function. y = f (x) and we denote these difference by ∆𝑦0 , ∆𝑦1 , ∆𝑦2……….., ∆𝑦𝑛respectively, where Δ is called the descending or forward difference operator. In general, the first forward differences is defined by Δ𝑦𝑥= 𝑦 𝑥+1– 𝑦𝑥. where Δ is called first forward difference operator.
  • 8. SECOND FORWARD DIFFRENCE OPERATOR The differences of first forward differences are called second forward differences. ∆ 𝟐 𝑦0=∆𝑦1- ∆𝑦0. ∆ 𝟐 𝑦1 =∆𝑦2 - ∆𝑦1. ∆ 𝟐 𝒚 𝒏−𝟏= ∆𝑦𝑛 - ∆𝑦 𝑛−1. ∆ 𝟐 𝑦0 , ∆ 𝟐 𝑦1,………..,∆ 𝟐 𝒚 𝒏−𝟏are called second forward differences. where ∆ 𝟐is called second forward difference order.
  • 9. TABLE Argument x Entry y = f(x) First Differences ∆ Second Differences ∆ 𝟐 Third Differences ∆ 𝟑 Fourth Differences ∆ 𝟒 𝑥0 𝑥1 𝑥2 𝑥3 𝑥4 𝑦0 𝑦1 𝑦2 𝑦3 𝑦4 ∆𝑦0 ∆𝑦1 ∆𝑦2 ∆𝑦3 ∆ 𝟐 𝑦0 ∆ 𝟐 𝑦1 ∆ 𝟐 𝑦2 ∆ 𝟑 𝑦0 ∆ 𝟑 𝑦1 ∆ 𝟒 𝑦0
  • 10.
  • 11.
  • 12. FIRST BACKWARD DIFFRENCES The 𝑦1- 𝑦0 , 𝑦2 - 𝑦1 , 𝑦𝑛 - 𝑦 𝑛−1.differences are called the first forward differences of the function. y = f (x) and we denote these difference by 𝛁𝑦1 , 𝛁𝑦2 , 𝛁𝑦3………..,𝛁𝑦𝑛respectively, where 𝛁is called the descending or forward difference operator. In general, the first forward differences is defined by 𝛁𝑦𝑛= 𝑦𝑛 – 𝑦 𝑛−1. where is called first backward difference operator.
  • 13. SECOND BACKWARD DIFFRENCE OPERATOR The differences of first forward differences are called second backward differences. 𝛁 𝟐 𝑦1=∆𝑦1- ∆𝑦0. 𝛁 𝟐 𝑦2 =∆𝑦2 - ∆𝑦1. 𝛁 𝟐 𝒚 𝒏= ∆𝑦𝑛 - ∆𝑦 𝑛−1. 𝛁 𝟐 𝑦1 , ∆ 𝟐 𝑦2,………..,∆ 𝟐 𝒚 𝒏are called second forward differences. where 𝛁is called second backward difference operator.
  • 14. TABLE Argument x Entry y = f(x) First Differences 𝛁 Second Differences 𝛻 𝟐 Third Differences 𝛻 𝟑 Fourth Differences 𝛻 𝟒 𝑥0 𝑥1 𝑥2 𝑥3 𝑥4 𝑦0 𝑦1 𝑦2 𝑦3 𝑦4 𝛁𝑦0 𝛁𝑦1 𝛁𝑦2 𝛁𝑦3 𝛁 𝟐 𝑦0 𝛁 𝟐 𝑦1 𝛁 𝟐 𝑦2 𝛁 𝟑 𝑦0 𝛁 𝟑 𝑦1 𝛁 𝟒 𝑦0
  • 15.
  • 17. CENTRAL DIFFERNCES (δ) If we denote the differences 𝛿𝑦1/2 , δ𝑦3/2 ,…..., δ𝑦 𝑛−1/2 respectively, then we have 𝛿𝑦1/2=𝑦1- 𝑦0 , δ𝑦3/2=𝑦2 - 𝑦1 , …….., δ𝑦 𝑛−1/2=𝑦𝑛 - 𝑦 𝑛−1. Where δ is called first central difference operator. Where 𝛿𝑦1/2 , δ𝑦3/2 ,……….., δ𝑦 𝑛−1/2 are called first central differences.
  • 18. GENERAL 𝑁 𝑇𝐻 TERM FOR CENTRAL DIFFRENCES In the general , the 𝑛 𝑡ℎ central differences can be written as:- 𝜹 𝒏 𝒚𝒊−( 𝟏 𝟐 ) =𝜹 𝒏−𝟏 𝒚𝒊 - 𝜹 𝒏−𝟏 𝒚𝒊−𝟏 . where n = 1,2,3………n. following table shows how the central difference can be written.
  • 19. TABLE Argument x Entry y = f(x) First Differences 𝛅 Second Differences 𝛅 𝟐 Third Differences 𝛅 𝟑 Fourth Differences 𝛅 𝟒 𝑥0 𝑥1 𝑥2 𝑥3 𝑥4 𝑦0 𝑦1 𝑦2 𝑦3 𝑦4 𝛿𝑦1/2 δ𝑦3/2 δ𝑦5/2 δ𝑦7/2 𝛅 𝟐y1 𝛅 𝟐 𝑦2 𝛅 𝟐 𝑦3 𝛅 𝟑 𝑦3/2 𝛅 𝟑 𝑦5/2 𝛅 𝟒 𝑦2
  • 20. TYPES OF OPERATORS Operators Shifting operator Unit operator Inverse operator Differential operator Forward difference operators Backward difference operator
  • 21. FORWARD AND BACKWARD DIFFERNCES OPERATORS EQUATIONS ∆𝑓(𝑥) = 𝑓(𝑥 + ℎ)- 𝑓(𝑥). This equation is known as forward difference operators equation. ∇𝑓(𝑥) = 𝑓(𝑥 ) - 𝑓(𝑥 − ℎ). This equation is known as backward difference operators equation.
  • 22. SHIFTING OPERATOR (∈) E𝑓(𝑥) = 𝑓(𝑥 + h). E2 𝑓(𝑥) = 𝑓(𝑥+ 2h). E3 𝑓(𝑥) = 𝑓(𝑥+ 3h). ⋮ ⋮ E 𝑛 𝑓(𝑥)= 𝑓(𝑥 + nh). E is also known as displacement or translation operator.
  • 23. INVERSE OPERATOR 𝐸−1 𝑓(𝑥+ h) = 𝑓(𝑥 – h). 𝐸−2 𝑓(𝑥+ h) = 𝑓(𝑥 – 2h). 𝐸−3 𝑓(𝑥+ h) = 𝑓(𝑥 – 3h). ⋮ ⋮ 𝐸−𝑛 𝑓(𝑥+ h) = 𝑓(𝑥 – nh). where 𝜖−1 is known as inverse operator.
  • 24. DIFFERNTIAL OPERATOR 𝐷𝑓(𝑥) = 𝑑 𝑑𝑥 𝑓(𝑥). 𝐷2 𝑓 𝑥 = 𝑑2 𝑑𝑥2 𝑓(𝑥). ⋮ ⋮ 𝐷 𝑛 𝑓 𝑥 = 𝑑 𝑛 𝑑𝑥 𝑛 𝑓 𝑥 . where 𝐷 is known as differential operator.
  • 25. UNIT OPERATOR The unit operator 1 is defined as 1.f(x)= f(x).
  • 26. RELATION BETWEEN FORWARD AND SHIFTING OPERATOR  ∆=E-1. By definition , ∆𝑓(𝑥)=𝑓 𝑥 + h − 𝑓(𝑥). ∆𝑓(𝑥)=E 𝑓 𝑥 − 1. 𝑓(𝑥). ∆𝑓(𝑥)=(E-1)𝑓(𝑥). ∆= 𝐸 − 1.
  • 27. RELATION BETWEEN THE BACKWARD AND INVERSE OPERATOR ∇=1-𝐸−1 . By definition , ∇𝑓(𝑥)=𝑓(𝑥)-𝑓(𝑥 − h). ∇𝑓(𝑥)=1.𝑓(𝑥)-𝐸−1 𝑓(𝑥). ∇𝑓 𝑥 =(1-𝐸−1 )𝑓(𝑥). ∇=(1-𝐸−1 ).
  • 28. RELATION BETWEEN THE CENTRE AND INVERSE OPERATOR  δ=𝐸−1/2∆. By definition , δ𝑓(𝑥)=𝑓(𝑥 + h 2 )-𝑓 𝑥 − h 2 . δ𝑓(𝑥)=𝐸1/2 𝑓(𝑥)-𝐸− 1 2 𝑓 𝑥 . δ𝑓 𝑥 = (𝐸1/2-𝐸−1/2)𝑓 𝑥 . δ= 𝐸−1/2(E-1). δ= 𝐸−1/2 ∆.