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Fourier Transform Exercises

The document provides examples of calculating Fourier transforms and inverse Fourier transforms of various functions. It defines the Fourier transform and inverse Fourier transform formulas. It then works through 10 questions calculating the Fourier transform of different functions, such as exponentials, triangles, sinc functions, and others. The questions demonstrate applying the Fourier transform definitions and properties like shifts and convolutions to calculate the Fourier transforms of various common functions.

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Ali Rashed
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0% found this document useful (0 votes)
107 views62 pages

Fourier Transform Exercises

The document provides examples of calculating Fourier transforms and inverse Fourier transforms of various functions. It defines the Fourier transform and inverse Fourier transform formulas. It then works through 10 questions calculating the Fourier transform of different functions, such as exponentials, triangles, sinc functions, and others. The questions demonstrate applying the Fourier transform definitions and properties like shifts and convolutions to calculate the Fourier transforms of various common functions.

Uploaded by

Ali Rashed
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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Created by T.

Madas

FOURIER
TRANSFORM

Created by T. Madas
Created by T. Madas

Fourier Transform Summary


Definitions


1
• F  f ( x )  = fˆ ( k ) = f ( x ) e−i kx dx
2π −∞


−1  1
fˆ k  = f ( x ) = f ( k ) ei kx dk
 ( )
• F
2π −∞

Useful Results

• F  f ′ ( x )  = i k fˆ ( k )

d
• F  x f ( x )  = i  fˆ ( k ) 
dk  

Shift Results

• F  f ( x + c )  = ei kc fˆ ( k )

• F −1  fˆ ( k + c )  = e−i cx f ( x )
 

Convolution Theorem

F {[ f ∗ g ] ( x )} = 2π F  f ( x )  F  g ( x ) 


where [ f ∗ g ]( x ) =
∫ −∞
f ( x − y ) g ( y ) dy

Parseval’s Theorem

∞ ∞ ∞ ∞

∫ ∫ ∫ ∫
2 2
h ( y ) g ( y ) dy = hˆ ( k ) gˆ ( k ) dk or h( y) dy = hˆ ( k ) dk
−∞ −∞ −∞ −∞

Created by T. Madas
Created by T. Madas

FINDING FOURIER
TRANSFORMS
and
INVERSES

Created by T. Madas
Created by T. Madas

Question 1

f ( x ) = e− ax , x > 0 ,

where a is a positive constant.

Find the Fourier transform of f ( x ) .

a − ik
fˆ ( k ) =
(a 2
+ k2 ) 2π

Created by T. Madas
Created by T. Madas

Question 2

1 x < 1a
 2
f ( x) =  ,
0 1
x > a
2

where a is a positive constant.

Find the Fourier transform of f ( x ) .

2 a
fˆ ( k ) =
k 2π
( )
sin 1 ka =
2 2π
( )
sinc 1 ka
2

Created by T. Madas
Created by T. Madas

Question 3

1 0 ≤ x ≤ 2
f ( x) =  .
0 otherwise

Find the Fourier transform of f ( x ) .

2
fˆ ( k ) = e−ik sinc k
π

Question 4

 1 x ≤ω
f ( x) =  ω
 0 x >ω

where ω is a positive constant.

Find the Fourier transform of f ( x ) .

2
fˆ ( k ) = sinc ω
π

Created by T. Madas
Created by T. Madas

Question 5
The function f ( x ) is defined in terms of the positive constant a , by

 x
1 − x ≤a
f ( x) =  a
 0 x >a

Find the Fourier transform of f ( x ) .

2 1 a
F  f ( x )  = fˆ ( k ) = 1 − cos ( ak )  =
π ak 2  2π
( )
sinc 2 1 ka
2

Created by T. Madas
Created by T. Madas

Question 6

 1
mx x≤
m
f ( x) =  .
0 1
x >
 m

where m is a positive constant.

Find the Fourier transform of f ( x ) .

i 2
fˆ ( k ) =
k π  ( )
m ( )
cos k − sinc k 
m 

Created by T. Madas
Created by T. Madas

Question 7

f ( x ) = x e−2 x , x > 0 .

Find, by direct integration, the Fourier transform of f ( x ) .

1
MM3-D , fˆ ( k ) =
( 2 + ik ) 2 2π

Created by T. Madas
Created by T. Madas

Question 8
The triangle function Λ n ( x ) is defined as

1
 n2 ( n + x ) −n< x <0

Λn ( x ) =  1
 n2 ( n − x ) 0< x<n

0 otherwise

where n is a positive constant.

a) Sketch the graph of Λ n ( x ) .

b) Show that the Fourier transform of Λ n ( x ) is

1

( )
sinc2 1 kn .
2

proof

Created by T. Madas
Created by T. Madas

Question 9
The function f is defined by

−a x
f ( x) = e ,

where a is a positive constant.

Find the Fourier transform of f ( x ) .

2 a
F e  = fˆ ( k ) =
−a x
  π a + k2
2

Created by T. Madas
Created by T. Madas

Question 10
The function f is defined by

1
f ( x) = , x ≠ 0.
x

a) Determine the Fourier transform of f ( x ) , assuming without proof any



sin ax
standard results about dx .
0 x

−ε x
b) By introducing the converging factor e and letting ε → 0 , invert the
answer of part (a) to obtain f .

1 π
MM3-E , F   = fˆ ( k ) = − i sign ( k )
x 2

Created by T. Madas
Created by T. Madas

Question 11
The impulse function δ ( x ) is defined by

∞ x = 0
δ ( x) = 
0 x ≠ 0

a) Determine

i. … F δ ( x )  .

ii. ... F δ ( x − a )  , where a is a positive constant.

iii. ... F −1 δ ( k )  .

b) Use the above results to deduce F [1] and F −1 [1] .

1 1 −i ka 1
F δ ( x )  = , F δ ( x − a )  = e , F −1 δ ( k )  = ,
2π 2π 2π
F [1] = 2π δ ( k ) , F −1 [1] = 2π δ ( x )

Created by T. Madas
Created by T. Madas

Question 12
The signum function sign ( x ) is defined by

 1 x>0
sign ( x ) = 
 −1 x<0

−ε x
By introducing the converging factor e and letting ε → 0 , determine the Fourier
transform of sign ( x ) .

i 1
F sign ( x )  = −
k π

Created by T. Madas
Created by T. Madas

Question 13
The Unit function U ( x ) is defined by

U( x) = 1 .

−ε x
By introducing the converging factor e and letting ε → 0 , determine the Fourier
transform of U ( x ) .

1  ε 
You may assume that δ ( t ) = lim  2 2  .
π ε →0  ε + t 

F  U ( x )  = 2π δ ( k )

Created by T. Madas
Created by T. Madas

Question 14
The Unit function U ( x ) is defined by

U ( x ) = 1.

−ε k
By introducing the converging factor e and letting ε → 0 , find F −1  U ( k )  .

1  ε 
You may assume that δ ( t ) = lim  2 2  .
π ε →0  ε + t 

F −1  U ( k )  = 2π δ ( x )

Created by T. Madas
Created by T. Madas

Question 15
The function g ( x ) has Fourier transform given by

gˆ ( k ) = −i sign ( k ) .

−ε k
By introducing the converging factor e and letting ε → 0 , find F −1  ĝ ( k )  .

2 1
MM3-B , F −1  ĝ ( k )  =
π x

Created by T. Madas
Created by T. Madas

Question 16
The Heaviside function H ( x ) is defined by

 1 x≥0
H( x) = 
 0 x<0

By introducing the converging factor e−ε x and letting ε → 0 , determine the Fourier
transform of H ( x ) .

1  ε 
You may assume that δ ( t ) = lim  2 2  .
π ε →0  ε + t 

1  i
F [ H( x)] = πδ ( k ) − k 

Created by T. Madas
Created by T. Madas

Question 17
The impulse function δ ( x ) is defined by

∞ x = 0
δ ( x) = 
0 x ≠ 0

a) Determine the inverse Fourier transform of the impulse function F −1 δ ( k )  ,


and use it to deduce the Fourier transform of f ( x ) = 1 .

b) Find directly the Fourier transform of f ( x ) = 1 , by introducing the converging


−ε x
factor e and letting ε → 0 .

F [1] = 2π δ ( k )

Created by T. Madas
Created by T. Madas

Question 18
The function f is defined by

 1 x>0
f ( x ) = sign( x) = 
 −1 x<0

−ε x
a) By introducing the converging factor e and letting ε → 0 , find the Fourier
transform of f .

−ε x
b) By introducing the converging factor e and letting ε → 0 , find the Fourier
transform of g ( x ) = 1 .

1  ε 
You may assume that δ ( t ) = lim  2 2  .
π ε →0  ε + t 

c) Hence determine the Fourier transform of the Heaviside function H ( x ) ,

 1 x≥0
H( x) = 
 0 x<0

i 1 1  i
F [sign( x)] = − , F [1] = 2π δ ( k ) , F [ H( x)] = πδ ( k ) − k 
k π 2π

Created by T. Madas
Created by T. Madas

Question 19
The Fourier transforms of the functions f ( x ) and g ( x ) are

1
fˆ ( k ) = δ ( k ) and gˆ ( k ) = ,
ik

where δ ( x ) denotes the impulse function.

Find simplified expressions for f ( x ) and g ( x ) , and use them to show that

1  1
F [ H( x) ] = π δ ( k ) + i k  ,
2π  

where H( x) denotes the Heaviside function.

1
f ( x) = , g ( x ) = 1 π sgn ( x )
2π 2

Created by T. Madas
Created by T. Madas

Question 20
The function f is defined by

sin ax
f ( x) = , a >0.
x

Find the Fourier transform of f ( x ) , stating clearly any results used.

 π
 k <a
 2
 sin ax 
F =  π
 x   k =a
8

 0 k >a

Created by T. Madas
Created by T. Madas

Question 21
Given that l is a non zero constant, show that


F
( )
 exp − x2 
l 2  = fˆ k =
 ( )
1  k 2l 2 
exp  − .
l π 2π  4 
  
 

proof

Created by T. Madas
Created by T. Madas

Question 22
The Gaussian function f ( x ) is defined by

2
f ( x ) = A e−α x ,

where A and α are positive constants.

Find the Fourier transform of f ( x ) .

 k2 
MM3-A , F  A e −α x  = fˆ ( k ) =
2 A
exp  −
  2α  4α 
 

Created by T. Madas
Created by T. Madas

Question 23
The function f is defined by

1
f ( x) = ,
x + a2
2

where a is a positive constant.

Use contour integration to find the Fourier transform of f ( x ) .

 1  ˆ π e−a k
F 2 = f (k ) =
 x + a 2  2 a

Created by T. Madas
Created by T. Madas

Question 24
The function f is defined by

2
f ( x ) = x e− x , x ∈ ℝ .

Find the Fourier transform of f ( x ) , stating clearly any results used.

2
F  x e− x  = 1 k 2 e 4
2 −1k
  4

Created by T. Madas
Created by T. Madas

Question 25
The function f is defined by

x
f ( x) = ,
x + a2
2

where a is a positive constant.

Use contour integration to find the Fourier transform of f ( x ) .

−a k
 x  ˆ π e sign k
MM3-F , F  2 2
= f (k ) = − i
x +a  2 a

Created by T. Madas
Created by T. Madas

Question 26
Find the inverse Fourier transform of

2 2
σ t
gˆ ( k ) = e− k ,

where σ and t are positive constants.

 x2 
F −1 e− k σ t
2 2 1
exp  −
 4tσ 2 
=
  2t σ  

proof

Created by T. Madas
Created by T. Madas

Question 27
The Fourier transform fˆ ( k ) , of function f ( x ) is

2 a
fˆ ( k ) = ,
π a + k2
2

where a is a positive constant.

Use contour integration to find an expression for f ( x ) .

ax
f ( x) = e

Created by T. Madas
Created by T. Madas

Question 28
The function f is defined by

1
f ( x) = ,
2 2
(x 2
+a )
where a is a positive constant.

Use contour integration to find the Fourier transform of f ( x ) .

  −a k
 1  ˆ π (1 + a k ) e
MM3-C , F  2
= f (k ) =
a3
2
 x + a
2
( ) 
8

Created by T. Madas
Created by T. Madas

VARIOUS PROBLEMS
on
FOURIER
TRANSFORMS

Created by T. Madas
Created by T. Madas

Question 1
Find the Fourier transform of an arbitrary function f ( x ) if

i. f ( x ) is even.

ii. f ( x ) is odd.

Give the answers as a simplified integral form.

∞ ∞

∫ ∫
2 2
fˆ ( k ) = f ( x ) cos kx dx , fˆ ( k ) = −i f ( x ) sin kx dx
π 0 π 0

Question 2
Use the definition of the Fourier transform, of an absolutely integrable function f ( x ) ,
to show that

F  f ′ ( x )  = i k F  f ( x )  .

proof

Created by T. Madas
Created by T. Madas

Question 3
The Fourier transform of an absolutely integrable function f ( x ) , is denoted by fˆ ( k ) .

Show that

d
F  x f ( x )  = i  fˆ ( k )  .
dk  

proof

Question 4
Given that c is a constant show that

F  f ( x + c )  = ei kc F  f ( x )  .

proof

Created by T. Madas
Created by T. Madas

Question 5
Given that c is a constant show that

F −1  fˆ ( k + c )  = ei cx f ( x ) ,
 

where fˆ ( k ) ≡ F  f ( x ) 

proof

Created by T. Madas
Created by T. Madas

Question 6
Given that c is a constant prove the validity of the two shift theorems

a) F  f ( x + c )  = ei kc F  f ( x )  .

b) F −1  fˆ ( k + c )  = ei cx f ( x ) .

Note that fˆ ( k ) ≡ F  f ( x )  .

proof

Created by T. Madas
Created by T. Madas

Question 7
The convolution [ f ∗ g ] ( x ) , of two functions f ( x ) and g ( x ) is defined as


[ f ∗ g ]( x ) =

−∞
f ( x − y ) g ( y ) dy .

Show that

F {[ f ∗ g ] ( x )} = 2π F  f ( x )  F  g ( x )  = 2π fˆ ( k ) gˆ ( k ) .

proof

Created by T. Madas
Created by T. Madas

Question 8
It is given that c is a constant and fˆ ( k ) ≡ F  f ( x )  .

a) Prove the validity of the inversion shift theorem

F −1  fˆ ( k + c )  = ei cx f ( x ) .
 

b) Hence determine an expression for

 − k −a 2 
F −1 e ( )  ,
 

where a is a positive constant.

 − k −a 2  1 − 14 x2
F −1 e ( )  = e [ cos ax + isin ax ]
  2

Created by T. Madas
Created by T. Madas

Question 9
The convolution theorem for two functions f ( x ) and g ( x ) asserts that

F {[ f ∗ g ] ( x )} = 2π F  f ( x )  F  g ( x )  ,

where


[ f ∗ g ]( x ) =
∫ −∞
f ( x − y ) g ( y ) dy .

a) Starting from the convolution theorem prove Parseval’s Theorem

∞ ∞

∫ ∫
2 2
h( y) dy = hˆ ( k ) dk .
−∞ −∞

b) Use Parseval’s Theorem to evaluate


1
dx .
0 x + a2
2

−a x 2 a
You may assume that if f ( x ) = e , then fˆ ( k ) = .
π a + k2
2

π
4a3

Created by T. Madas
Created by T. Madas

Question 10
The convolution [ f ∗ g ] ( x ) , of two functions f ( x ) and g ( x ) is defined as


[ f ∗ g ]( x ) =
∫−∞
f ( x − y ) g ( y ) dy .

a) Show that

F {[ f ∗ g ] ( x )} = 2π F  f ( x )  F  g ( x )  = 2π fˆ ( k ) gˆ ( k ) .

b) Hence prove Parseval’s Theorem

∞ ∞

∫ −∞
h ( y ) g ( y ) dy =
∫ −∞
hˆ ( k ) gˆ ( k ) dk .

c) Use Parseval’s Theorem to evaluate

∫(
1
dx .
0
x2 + a2 )( x2 + b2 )
−a x 2 a
You may assume that if f ( x ) = e , then fˆ ( k ) = .
π a + k2 2

π
2ab ( a + b )

Created by T. Madas
Created by T. Madas

APPLICATIONS
of
FOURIER
TRANSFORMS

Created by T. Madas
Created by T. Madas

Question 1
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates

∂ 2ϕ ∂ 2ϕ
+ = 0.
∂x 2 ∂y 2

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation for ϕˆ ( k , y ) , where ϕˆ ( k , y ) is the Fourier transform of
ϕ ( x, y ) with respect to x .

d 2ϕˆ
2
− k 2ϕˆ = 0
dx

Created by T. Madas
Created by T. Madas

Question 2
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ϕ ∂ 2ϕ
+ = 0,
∂x 2 ∂y 2

in the part of the x-y plane for which y ≥ 0 .

It is further given that

• ϕ ( x, y ) → 0 as x2 + y 2 → ∞

 1 x <1
• ϕ ( x,0 ) =  2
0 x >1

Use Fourier transforms to show that


1 1 − ky
ϕ ( x, y ) = e sin k cos kx dk ,
π 0 k

and hence deduce the value of ϕ ( ±1,0 ) .

MM4-B , ϕ ( ±1, 0 ) = 1
4

Created by T. Madas
Created by T. Madas

Question 3
The Airy function Ai ( x ) satisfies the differential equation

d2y
− xy = 0 .
dx 2

Use Fourier transforms to show that


1
Ai ( x ) =
π 0
(3 )
cos 1 t 3 + xt dt ,

for suitable boundary conditions.

d
You may assume that F  x f ( x )  = i
dk
{
F  f ( x )  . }

proof

Created by T. Madas
Created by T. Madas

Question 4
The function ψ = ψ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ψ ∂ 2ψ
+ =0,
∂x 2 ∂y 2

in the part of the x-y plane for which y ≥ 0 .

It is further given that


• ψ ( x,0 ) = δ ( x )

• ψ ( x, y ) → 0 as x2 + y 2 → ∞

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that

1 y 
ψ ( x, y ) =  2 .
π  x + y2 

MM4-C , proof

Created by T. Madas
Created by T. Madas

Question 5
The function u = u ( x, t ) satisfies the partial differential equation

∂u 1 ∂ 3u
+ = 0.
∂t 3 ∂x3

It is further given that


• u ( x,0 ) = δ ( x )

• u ( x, t ) → 0 as x → ∞

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that

1  x 
u ( x, t ) = Ai  1 ,
1  
t3  t3 

where the Ai ( x ) is the Airy function, defined as


1
Ai ( x ) = cos  1 k 3 + kx  dk .
π 3 
0

proof

Created by T. Madas
Created by T. Madas

Question 6
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ϕ ∂ 2ϕ
+ = 0,
∂x 2 ∂y 2

in the part of the x-y plane for which x ≥ 0 and y ≥ 0 .

It is further given that


1
• ϕ ( x, 0 ) =
1 + x2

• ϕ ( x, y ) → 0 as x2 + y 2 → ∞


• ϕ ( x,0 )  = 0
∂x 

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that

y +1
ϕ ( x, y ) = 2
.
2
x + ( y + 1)

proof

Created by T. Madas
Created by T. Madas

Question 7
The function Φ = Φ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2Φ ∂ 2Φ
+ = 0,
∂x 2 ∂y 2

in the part of the x-y plane for which y ≥ 0 .

It is further given that


• Φ ( x,0 ) = δ ( x )

• Φ ( x, y ) → 0 as x2 + y 2 → ∞

Use Fourier transforms to find the solution of the above partial differential equation
and hence show that

  −1 
 1 y2  
δ ( x ) = lim 1 + 2  .
α →0  πα  α  
  

proof

Created by T. Madas
Created by T. Madas

Question 8
The function y = y ( x ) satisfies the differential equation

dy
+ λ y = f ( x) ,
dx

where f ( x ) is a given function and λ is a real constant.

Use Fourier transforms to show that


y ( x) =

0
eλt f ( x − t ) dt .

proof

Created by T. Madas
Created by T. Madas

Question 9
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ϕ ∂ 2ϕ
+ = 0,
∂x 2 ∂y 2

in the semi-infinite region of the x-y plane for which y ≥ 0 .

It is further given that


• ϕ ( x,0 ) = f ( x )

• ϕ ( x, y ) → 0 as x2 + y 2 → ∞

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that


f ( x − u)

y
ϕ ( x, y ) = du .
π −∞ u2 + y2

MM4-E , proof

Created by T. Madas
Created by T. Madas

Question 10
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ϕ ∂ 2ϕ
+ = 0,
∂x 2 ∂y 2

in the semi-infinite region of the x-y plane for which y ≥ 0 .

It is further given that for a given function f = f ( x )

∂ ∂
• ϕ ( x,0 )  =  f ( x ) 
∂y ∂x

• ϕ ( x, y ) → 0 as x2 + y 2 → ∞

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that


f (u )

1
ϕ ( x, 0 ) = du .
π −∞ x −u

proof

[ solution overleaf ]

Created by T. Madas
Created by T. Madas

Created by T. Madas
Created by T. Madas

Question 11
The function ϕ = ϕ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ϕ ∂ 2ϕ
+ = 0 , −∞ < x < ∞ , y ≥ 0 .
∂x 2 ∂y 2

It is further given that

ϕ ( x, y ) → 0 as x2 + y 2 → ∞

ϕ ( x,0 ) = H ( x ) , the Heaviside function.

Use Fourier transforms to show that

1 1 x
ϕ ( x, y ) = + arctan   .
2 π  y

You may assume that

1  1
F [ H( x) ] = π δ ( k ) + i k  .
2π  

proof

Created by T. Madas
Created by T. Madas

Question 12
The function u = u ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2u ∂ 2u
+ =0, −∞ < x < ∞ , 0 < y < 1.
∂x 2 ∂y 2

It is further given that


u ( x,0 ) = 0

u ( x,1) = f ( x )

where f ( − x ) = f ( x ) and f ( x ) → 0 as x → ∞

a) Use Fourier transforms to show that


2 fˆ ( k ) cos kx sinh ky
u ( x, y ) = dk , fˆ ( k ) = F  f ( x )  .
π sinh k
−∞

b) Given that f ( x ) = δ ( x ) show further that

sin π y
u ( x, y ) = .
2 [ cosh π x + cos π y ]

You may assume without proof



π  sin ( Bπ / C ) 

cos Au sinh Bu
du =  , 0≤B<C.
0 sinh Cu 2C  cosh ( Aπ / C ) + cos ( Bπ / C ) 

proof

Created by T. Madas
Created by T. Madas

Question 13
The function ψ = ψ ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2ψ ∂ 2ψ
+ =0,
∂x 2 ∂y 2

in the part of the x-y plane for which y ≥ 0 .

It is further given that


ψ ( x,0 ) = f ( x )

ψ ( x, y ) → 0 as x2 + y 2 → ∞

c) Use Fourier transforms to convert the above partial differential equation into
an ordinary differential equation and hence show that


y f (u )
ψ ( x, y ) = du .
π
−∞
( x − u )2 + y 2

d) Evaluate the above integral for …


i. … f ( x ) = 1 .

ii. … f ( x ) = sgn x

iii. … f ( x ) = H ( x )

commenting further whether these answers are consistent.

2  x 1 1 x
ψ ( x, y ) = 1 , ψ ( x, y ) = arctan   , ψ ( x, y ) = + arctan  
π  y 2 π  y

[ solution overleaf ]

Created by T. Madas
Created by T. Madas

Created by T. Madas
Created by T. Madas

Question 14
The function θ = θ ( x, t ) satisfies the heat equation in one spatial dimension,

∂ 2θ 1 ∂θ
2
= , −∞ < x < ∞ , t ≥ 0 ,
∂x σ 2 ∂t

where σ is a positive constant.

Given further that θ ( x,0 ) = f ( x ) , use Fourier transforms to convert the above partial
differential equation into an ordinary differential equation and hence show that


 u2 

1
θ ( x, t ) = f ( x − u ) exp 
 4tσ 2 
du .
2σ π t −∞  

proof

Created by T. Madas
Created by T. Madas

Question 15
The function u = u ( x, y ) satisfies Laplace’s equation in Cartesian coordinates,

∂ 2u ∂ 2u
+ =0,
∂x 2 ∂y 2

in the part of the x-y plane for which x ≥ 0 and y ≥ 0 .

It is further given that

u ( 0, y ) = 0

u ( x, y ) → 0 as x2 + y 2 → ∞

u ( x,0 ) = f ( x ) , f ( 0 ) = 0 , f ( x ) → 0 as x → ∞

Use Fourier transforms to show that


y  1 1 
u ( x, y ) = f ( w)  2
− 2
 dw .
π  y 2 + ( x − w ) y 2 + ( x + w ) 
0

proof

[ solution overleaf ]

Created by T. Madas
Created by T. Madas

Created by T. Madas
Created by T. Madas

Question 16
The function T = T ( x, t ) satisfies the heat equation in one spatial dimension,

∂ 2θ 1 ∂θ
2
= , x ≥ 0 , t ≥ 0,
∂x σ ∂t

where σ is a positive constant.

It is further given that


• T ( x,0 ) = f ( x )

• T ( 0, t ) = 0

• T ( x, t ) → 0 as x → ∞

Use Fourier transforms to convert the above partial differential equation into an
ordinary differential equation and hence show that


1  ( x − u )2 
T ( x, t ) = f ( u ) exp   du .
4πσ t  4tσ 
−∞

2
1 4k a
You may assume that F e ax  =
2
e .
  2a

proof

Created by T. Madas
Created by T. Madas

Question 17
The function f = f ( x ) satisfies the integral equation


f (t ) 1
2
dt = 2
,
−∞ (x −t) +1 x +4

where f ( x ) → 0 as x → ∞

Use Fourier transforms to find the solution of the above integral equation.

 1  1 π −a k
You may assume that F  2 = e .
 x + a 2  a 2

1
f ( x) =
(
2π 1 + x 2 )

Created by T. Madas
Created by T. Madas

Question 18
The function f = f ( x ) satisfies the integral equation


1
f ( x − u ) f ( u ) du = ,
−∞ 1 + x2

where f ( x ) → 0 as x → ∞

Use Fourier transforms to find the solution of the above integral equation.

You may assume that


cos kx
dx = 1 π e .
k
2
x +1 2
0

2
f ( x) =
(1 + 4 x2 ) π

Created by T. Madas
Created by T. Madas

Question 19
The function f = f ( x ) satisfies the integral equation


− 12 x 2 − x −u
e =1 e f ( u ) du ,
2
−∞

where f ( x ) → 0 as x → ∞

Use Fourier transforms to find the solution of the above integral equation.

You may assume that

2
1 4k a
F e ax  =
2
• e .
  2a

• F e
ax = 2 a
.
  π a + k2
2

− 12 x 2
( )
f ( x ) = 2 − x2 e

Created by T. Madas

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