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4. Complex integration: Cauchy integral theorem and Cauchy
integral formulas
Definite integral of a complex-valued function of a real variable
Consider a complex valued function f(t) of a real variable t:
f(t) = u(t) + iv(t),
which is assumed to be a piecewise continuous function defined in
the closed interval a ≤ t ≤ b. The integral of f(t) from t = a to
t = b, is defined as
Z b
a
f(t) dt =
Z b
a
u(t) dt + i
Z b
a
v(t) dt.
1
Properties of a complex integral with real variable of integration
1.
Re
Z b
a
f(t) dt =
Z b
a
Re f(t) dt =
Z b
a
u(t) dt.
2.
Im
Z b
a
f(t) dt =
Z b
a
Im f(t) dt =
Z b
a
v(t) dt.
3.
Z b
a
[γ1f1(t) + γ2f2(t)] dt = γ1
Z b
a
f1(t) dt + γ2
Z b
a
f2(t) dt,
where γ1 and γ2 are any complex constants.
4.
Z b
a
f(t) dt ≤
Z b
a
|f(t)| dt.
2
To prove (4), we consider
Z b
a
f(t) dt = e−iφ
Z b
a
f(t) dt =
Z b
a
e−iφf(t) dt,
where φ = Arg
Z b
a
f(t) dt
!
. Since
Z b
a
f(t) dt is real, we deduce that
Z b
a
f(t) dt = Re
Z b
a
e−iφ
f(t) dt =
Z b
a
Re [e−iφ
f(t)] dt
≤
Z b
a
|e−iφf(t)| dt =
Z b
a
|f(t)| dt.
3
Example
Suppose α is real, show that
|e2απi
− 1| ≤ 2π|α|.
Solution
Let f(t) = eiαt, α and t are real. We obtain
Z 2π
0
eiαt
dt ≤
Z 2π
0
|eiαt
| dt = 2π.
The left-hand side of the above inequality is equal to
Z 2π
0
eiαt
dt =
eiαt
iα
2π
0
=
|e2απi − 1|
|α|
.
Combining the results, we obtain
|e2απi
− 1| ≤ 2π|α|, α is real.
4
Definition of a contour integral
Consider a curve C which is a set of points z = (x, y) in the complex
plane defined by
x = x(t), y = y(t), a ≤ t ≤ b,
where x(t) and y(t) are continuous functions of the real parameter
t. One may write
z(t) = x(t) + iy(t), a ≤ t ≤ b.
• The curve is said to be smooth if z(t) has continuous derivative
z′(t) 6= 0 for all points along the curve.
• A contour is defined as a curve consisting of a finite number
of smooth curves joined end to end. A contour is said to be a
simple closed contour if the initial and final values of z(t) are
the same and the contour does not cross itself.
5
• Let f(z) be any complex function defined in a domain D in the
complex plane and let C be any contour contained in D with
initial point z0 and terminal point z.
• We divide the contour C into n subarcs by discrete points z0, z1, z2,
. . ., zn−1, zn = z arranged consecutively along the direction of in-
creasing t.
• Let ζk be an arbitrary point in the subarc zkzk+1 and form the
sum
n−1
X
k=0
f(ζk)(zk+1 − zk).
6
Subdivision of the contour into n subarcs by discrete points z0, z1, · · · ,
zn−1, zn = z.
7
We write △zk = zk+1 − zk. Let λ = max
k
|△zk| and take the limit
lim
λ→0
n→∞
n−1
X
k=0
f(ζk) △zk.
The above limit is defined to be the contour integral of f(z) along
the contour C.
If the above limit exists, then the function f(z) is said to be inte-
grable along the contour C.
If we write
dz(t)
dt
=
dx(t)
dt
+ i
dy(t)
dt
, a ≤ t ≤ b,
then
Z
C
f(z) dz =
Z b
a
f(z(t))
dz(t)
dt
dt.
8
Writing f(z) = u(x, y) + iv(x, y) and dz = dx + idy, we have
Z
C
f(z) dz =
Z
C
u dx − v dy + i
Z
C
u dy + v dx
=
Z b
a
"
u(x(t), y(t))
dx(t)
dt
− v(x(t), y(t))
dy(t)
dt
#
dt
+ i
Z b
a
"
u(x(t), y(t))
dy(t)
dt
+ v(x(t), y(t))
dx(t)
dt
#
dt.
The usual properties of real line integrals are carried over to their
complex counterparts. Some of these properties are:
(i)
Z
C
f(z) dz is independent of the parameterization of C;
(ii)
Z
−C
f(z) dz = −
Z
C
f(z) dz, where −C is the opposite curve of C;
(iii) The integrals of f(z) along a string of contours is equal to the
sum of the integrals of f(z) along each of these contours.
9
Example
Evaluate the integral
I
C
1
z − z0
dz,
where C is a circle centered at z0 and of any radius. The path is
traced out once in the anticlockwise direction.
Solution
The circle can be parameterized by
z(t) = z0 + reit
, 0 ≤ t ≤ 2π,
where r is any positive real number. The contour integral becomes
I
C
1
z − z0
dz =
Z 2π
0
1
z(t) − z0
dz(t)
dt
dt =
Z 2π
0
ireit
reit
dt = 2πi.
The value of the integral is independent of the radius r.
10
Example
Evaluate the integral
(i)
Z
C
|z|2
dz and (ii)
Z
C
1
z2
dz,
where the contour C is
(a) the line segment with initial point −1 and final point i;
(b) the arc of the unit circle Im z ≥ 0 with initial point −1 and final
point i.
Do the two results agree?
11
Solution
(i) Consider
Z
C
|z|2
dz,
(a) Parameterize the line segment by
z = −1 + (1 + i)t, 0 ≤ t ≤ 1,
so that
|z|2
= (−1 + t)2
+ t2
and dz = (1 + i) dt.
The value of the integral becomes
Z
C
|z|2 dz =
Z 1
0
(2t2 − 2t + 1)(1 + i) dt =
2
3
(1 + i).
12
(b) Along the unit circle, |z| = 1 and z = eiθ, dz = ieiθdθ. The initial
point and the final point of the path correspond to θ = π and
θ = π
2, respectively. The contour integral can be evaluated as
Z
C
|z|2
dz =
Z π
2
π
ieiθ
dθ = eiθ
π
2
π
= 1 + i.
The results in (a) and (b) do not agree. Hence, the value of this
contour integral does depend on the path of integration.
13
(ii) Consider
Z
C
1
z2
dz.
(a) line segment from −1 to i
Z
C
1
z2
dz =
Z 1
0
1 + i
[−1 + (1 + i)t]2
dt = −
1
−1 + (1 + i)t
1
0
= −1−
1
i
= −1+i.
(b) subarc from −1 to i
Z
C
1
z2
dz =
Z π
2
π
1
e2iθ
ieiθ
dθ = −e−iθ
π
2
π
= −1 + i.
14
Estimation of the absolute value of a complex integral
The upper bound for the absolute value of a complex integral can
be related to the length of the contour C and the absolute value of
f(z) along C. In fact,
Z
C
f(z) dz ≤ ML,
where M is the upper bound of |f(z)| along C and L is the arc length
of the contour C.
15
We consider
Z
C
f(z) dz =
Z b
a
f(z(t))
dz(t)
dt
dt
≤
Z b
a
|f(z(t))|
dz(t)
dt
dt
≤
Z b
a
M
dz(t)
dt
dt
= M
Z b
a
v
u
u
t dx(t)
dt
!2
+
dy(t)
dt
!2
dt = ML.
16
Example
Show that
Z
C
1
z2
dz ≤ 2, where C is the line segment joining −1 + i and 1 + i.
Solution
Along the contour C, we have z = x + i, −1 ≤ x ≤ 1, so that 1 ≤
|z| ≤
√
2. Correspondingly,
1
2
≤
1
|z|2
≤ 1. Here, M = max
z∈C
1
|z|2
= 1
and the arc length L = 2. We have
Z
C
1
z2
dz ≤ ML = 2.
17
Example
Estimate an upper bound of the modulus of the integral
I =
Z
C
Log z
z − 4i
dz
where C is the circle |z| = 3.
Now,
Log z
z − 4i
≤
ln |z| + |Arg z|
||z| − |4i||
so that
max
z∈C
Log z
z − 4i
≤
ln 3 + π
|3 − 4|
= ln 3 + π; L = (2π)(3) = 6π.
Hence,
Z
C
Log z
z − 4i
dz ≤ 6π(π + ln 3).
18
Example
Find an upper bound for
Z
Γ
ez
/(z2
+ 1) dz , where Γ is the circle
|z| = 2 traversed once in the counterclockwise direction.
Solution
The path of integration has length L = 4π. Next we seek an upper
bound M for the function ez/(z2 + 1) when |z| = 2. Writing z =
x + iy, we have
|ez
| = |ex+iy
| = ex
≤ e2
, for |z| =
q
x2
+ y2
= 2,
and by the triangle inequality
|z2
+ 1| ≥ |z|2
− 1 = 4 − 1 = 3 for |z| = 2.
Hence, |ez/(z2 + 1)| ≤ e2/3 for |z| = 2, and so
Z
Γ
ez
z2 + 1
dz ≤
e2
3
· 4π.
19
Path independence
Under what conditions that
Z
C1
f(z) dz =
Z
C2
f(z) dz,
where C1 and C2 are two contours in a domain D with the same
initial and final points and f(z) is piecewise continuous inside D.
The property of path independence is valid for f(z) = 1
z2 but it fails
when f(z) = |z|2. The above query is equivalent to the question:
When does
I
C
f(z) dz = 0
hold, where C is any closed contour lying completely inside D? The
equivalence is revealed if we treat C as C1 ∪ −C2.
We observe that f(z) = 1
z2 is analytic everywhere except at z = 0
but f(z) = |z|2 is nowhere analytic.
20
Cauchy integral theorem
Let f(z) = u(x, y)+iv(x, y) be analytic on and inside a simple closed
contour C and let f′(z) be also continuous on and inside C, then
I
C
f(z) dz = 0.
Proof
The proof of the Cauchy integral theorem requires the Green theo-
rem for a positively oriented closed contour C: If the two real func-
tions P(x, y) and Q(x, y) have continuous first order partial deriva-
tives on and inside C, then
I
C
P dx + Q dy =
ZZ
D
(Qx − Py) dxdy,
where D is the simply connected domain bounded by C.
21
Suppose we write f(z) = u(x, y) + iv(x, y), z = x + iy; we have
I
C
f(z) dz =
I
C
u dx − v dy + i
I
C
v dx + u dy.
One can infer from the continuity of f′(z) that u(x, y) and v(x, y)
have continuous derivatives on and inside C. Using the Green the-
orem, the two real line integrals can be transformed into double
integrals.
I
C
f(z) dz =
ZZ
D
(−vx − uy) dxdy + i
ZZ
D
(ux − vy) dxdy.
Both integrands in the double integrals are equal to zero due to the
Cauchy-Riemann relations, hence the theorem.
In 1903, Goursat was able to obtain the same result without assum-
ing the continuity of f′(z).
22
Goursat Theorem
If a function f(z) is analytic throughout a simply connected domain
D, then for any simple closed contour C lying completely inside D,
we have
I
C
f(z) dz = 0.
Corollary 1
The integral of a function f(z) which is analytic throughout a simply
connected domain D depends on the end points and not on the
particular contour taken. Suppose α and β are inside D, C1 and C2
are any contours inside D joining α to β, then
Z
C1
f(z) dz =
Z
C2
f(z) dz.
23
Example
If C is the curve y = x3 −3x2 +4x−1 joining points (1, 1) and (2, 3),
find the value of
Z
C
(12z2
− 4iz) dz.
Method 1. The integral is independent of the path joining (1, 1)
and (2, 3). Hence any path can be chosen. In particular, let us
choose the straight line paths from (1, 1) to (2, 1) and then from
(2, 1) to (2, 3).
Case 1 Along the path from (1, 1) to (2, 1), y = 1, dy = 0 so that
z = x + iy = x + i, dz = dx. Then the integral equals
Z 2
1
{12(x + i)2 − 4i(x + i)} dx = {4(x + i)3 − 2i(x + i)2}
2
1
= 20 + 30i.
24
Case 2 Along the path from (2, 1) to (2, 3), x = 2, dx = 0 so that
z = x + iy = 2 + iy, dz = idy. Then the integral equals
Z 3
1
{12(2+iy)2
−4i(2+iy)}i dy = {4(2+iy)3
−2i(2+iy)2
}
3
1
= −176+8i.
Then adding, the required value = (20 + 30i) + (−176 + 8i) =
−156 + 38i.
Method 2. The given integral equals
Z 2+3i
1+i
(12z2 − 4iz) dz = (4z3 − 2iz2)
2+3i
1+i
= −156 + 38i.
It is clear that Method 2 is easier.
25
Corollary 2
Let f(z) be analytic throughout a simply connected domain D. Con-
sider a fixed point z0 ∈ D; by virtue of Corollary 1,
F(z) =
Z z
z0
f(ζ) dζ, for any z ∈ D,
is a well-defined function in D. Considering
F(z + ∆z) − F(z)
∆z
− f(z) =
1
∆z
Z z+∆z
z
[f(ζ) − f(z)] dζ.
By the Cauchy Theorem, the last integral is independent of the path
joining z and z + ∆z so long as the path is completely inside D. We
choose the path as the straight line segment joining z and z + ∆z
and choose |∆z| small enough so that it is completely inside D.
26
By continuity of f(z), we have for all points u on this straight line
path
|f(u) − f(z)|  ǫ whenever |u − z|  δ.
Note that |∆z|  δ is observed implicitly.
27
We have
Z z+∆z
z
[f(u) − f(z)] du  ǫ|∆z|
so that
F(z + ∆z) − F(z)
∆z
− f(z) =
1
|∆z|
Z z+∆z
z
[f(u) − f(z)] du  ǫ
for |∆z|  δ. This amounts to say
lim
∆z→0
F(z + ∆z) − F(z)
∆z
= f(z),
that is, F′(z) = f(z) for all z in D. Hence, F(z) is analytic in D
since F′(z) exists at all points in D (which is an open set).
28
• This corollary may be considered as a complex counterpart of
the fundamental theorem of real calculus.
• If we integrate f(z) along any contour joining α and β inside D,
then the value of the integral is given by
Z β
α
f(z) dz =
Z β
z0
f(ζ) dζ −
Z α
z0
f(ζ) dζ
= F(β) − F(α), α and β ∈ D.
29
Corollary 3
Let C, C1, C2, . . ., Cn be positively oriented closed contours, where
C1, C2, . . ., Cn are all inside C. For C1, C2, . . ., Cn, each of these
contours lies outside of the other contours. Let int Ci denote the
collection of all points bounded inside Ci. Let f(z) be analytic on
the set S : C ∪ int C  int C1  int C2  · · ·  int Cn (see the shaded
area in Figure), then
I
C
f(z) dz =
n
X
k=1
I
Ck
f(z) dz.
30
The proof for the case when n = 2 is presented below.
31
Proof
• The constructed boundary curve is composed of C ∪ −C1 ∪ −C2
and the cut lines, each cut line travels twice in opposite direc-
tions.
• To explain the negative signs in front of C1 and C2, we note that
the interior contours traverse in the clockwise sense as parts of
the positively oriented boundary curve.
• With the introduction of these cuts, the shaded region bounded
within this constructed boundary curve becomes a simply con-
nected set.
We have
I
C
f(z) dz +
Z
−C1
f(z) dz +
Z
−C2
f(z) dz = 0,
so that
I
C
f(z) dz =
Z
C1
f(z) dz +
Z
C2
f(z) dz.
32
Example
Let D be the domain that contains the whole complex plane except
the origin and the negative real axis. Let Γ be an arbitrary contour
lying completely inside D, and Γ starts from 1 and ends at a point
α. Show that
Z
Γ
dz
z
= Log α.
Solution
Let Γ1 be the line segment from 1 to |α| along the real axis, and
Γ2 be a circular arc centered at the origin and of radius |α| which
extends from |α| to α. The union Γ1 ∪ Γ2 ∪ −Γ forms a closed
contour. Since the integrand 1
z is analytic everywhere inside D, by
the Cauchy integral theorem, we have
Z
Γ
dz
z
=
Z
Γ1
dz
z
+
Z
Γ2
dz
z
.
33
The contour Γ starts from z = 1 and ends at z = α. The arc Γ2 is
part of the circle |z| = |α|.
34
Since α cannot lie on the negative real axis, so Arg α cannot assume
the value π. If we write α = |α|eiArg α (−π  Arg α  π), then
Z
Γ1
dz
z
=
Z |α|
1
dt
t
= ln |α|
Z
Γ2
dz
z
=
Z Arg α
0
ireiθ
reiθ
dθ = i Arg α.
Combining the results,
Z
Γ
dz
z
= ln |α| + i Arg α = Log α.
Note that the given domain D is the domain of definition of Log z,
the principal branch of the complex logarithm function.
35
Poisson integral
Consider the integration of the function e−z2
around the rectangular
contour Γ with vertices ±a, ±a+ib and oriented positively. By letting
a → ∞ while keeping b fixed, show that
Z ∞
−∞
e−x2
e±2ibx dx =
Z ∞
−∞
e−x2
cos 2bx dx = e−b2√
π.
y
x
(a, b)
(−a, b)
(−a, 0) (a, 0)
Γ1
Γ2
Γ3
Γ4
The configuration of the closed rectangular contour Γ.
36
Solution
Since e−z2
is an entire function, we have
I
Γ
e−z2
dz = 0,
by virtue of the Cauchy integral theorem. The closed contour Γ
consists of four line segments: Γ = Γ1 ∪ Γ2 ∪ Γ3 ∪ Γ4, where
Γ1 = {x : −a ≤ x ≤ a},
Γ2 = {a + iy : 0 ≤ y ≤ b},
Γ3 = {x + ib : −a ≤ x ≤ a},
Γ4 = {−a + iy : 0 ≤ y ≤ b},
and Γ is oriented in the anticlockwise direction.
37
The contour integral can be split into four contour integrals, namely,
I
Γ
e−z2
dz =
Z
Γ1
e−z2
dz +
Z
Γ2
e−z2
dz +
Z
Γ3
e−z2
dz +
Z
Γ4
e−z2
dz.
The four contour integrals can be expressed as real integrals as
follows:
Z
Γ1
e−z2
dz =
Z a
−a
e−x2
dx,
Z
Γ2
e−z2
dz =
Z b
0
e−(a+iy)2
i dy,
Z
Γ3
e−z2
dz =
Z −a
a
e−(x+ib)2
dx,
= −eb2
Z a
−a
e−x2
cos 2bx dx − i
Z a
−a
e−x2
sin 2bx dx

,
Z
Γ4
e−z2
dz =
Z 0
b
e−(−a+iy)2
i dy.
38
First, we consider the bound on the modulus of the second integral.
Z
Γ2
e−z2
dz ≤
Z b
0
|e−(a2−y2+2iay)
i| dy
= e−a2
Z b
0
ey2
dy
≤ e−a2
Z b
0
eb2
dy (since 0 ≤ y ≤ b)
=
beb2
ea2 → 0 as a → ∞ and b is fixed.
Therefore, the value of
Z
Γ2
e−z2
dz → 0 as a → ∞.
By similar argument, the fourth integral can be shown to be zero
as a → ∞.
39
lim
a→∞
I
Γ
e−z2
dz = lim
a→∞
Z a
−a
e−x2
dx − eb2
Z a
−a
e−x2
cos 2bx dx

+ i lim
a→∞

eb2
Z a
−a
e−x2
sin 2bx dx

= 0,
so that
Z ∞
−∞
e−x2
cos 2bx dx−i
Z ∞
−∞
e−x2
sin 2bx dx = e−b2
Z ∞
−∞
e−x2
dx = e−b2√
π.
Either by equating the imaginary parts of the above equation or
observing that e−x2
sin 2bx is odd, we deduce
Z ∞
−∞
e−x2
sin 2bx dx = 0.
Hence, we obtain
Z ∞
−∞
e−x2
e±2ibx
dx =
Z ∞
−∞
e−x2
cos 2bx dx = e−b2√
π.
40
Cauchy integral formula
Let the function f(z) be analytic on and inside a positively oriented
simple closed contour C and z is any point inside C, then
f(z) =
1
2πi
I
C
f(ζ)
ζ − z
dζ.
Proof
We draw a circle Cr, with radius r around the point z, small enough
to be completely inside C. Since f(ζ)
ζ−z is analytic in the region lying
between Cr and C, we have
1
2πi
I
C
f(ζ)
ζ − z
dζ =
1
2πi
I
Cr
f(ζ)
ζ − z
dζ
=
1
2πi
I
Cr
f(ζ) − f(z)
ζ − z
dζ +
f(z)
2πi
I
Cr
1
ζ − z
dζ.
The last integral is seen to be equal to f(z). To complete the proof,
it suffices to show that the first integral equals zero.
41
×
x
y
z
C
Cr
The contour C is deformed to the circle Cr, which encircles the
point z.
42
Since f is continuous at z, for each ǫ  0, there exists δ  0 such
that
|f(ζ) − f(z)|  ǫ whenever |ζ − z|  δ.
Now, suppose we choose r  δ (it is necessary to guarantee that
Cr lies completely inside the contour C), the modulus of the first
integral is bounded by
1
2πi
I
Cr
f(ζ) − f(z)
ζ − z
dζ ≤
1
2π
I
Cr
|f(ζ) − f(z)|
|ζ − z|
|dζ|
=
1
2πr
I
Cr
|f(ζ) − f(z)| |dζ|

ǫ
2πr
I
Cr
|dζ| =
ǫ
2πr
2πr = ǫ.
Since the modulus of the above integral is less than any positive
number ǫ, however small, so the value of that integral is zero.
43
By the Cauchy integral formula, the value of f(z) at any point inside
the closed contour C is determined by the values of the function
along the boundary contour C.
Example
Apply the Cauchy integral formula to the integral
I
|z|=1
ekz
z
dz, k is a real constant,
to show that
Z 2π
0
ek cos θ sin(k sin θ) dθ = 0
Z 2π
0
ek cos θ
cos(k sin θ) dθ = 2π.
44
Solution
By Cauchy’s integral formula:
I
|z|=1
ekz
z
dz = (2πi)ekz
z=0
= 2πi.
On the other hand,
2πi =
I
|z|=1
ekz
z
dz =
Z 2π
0
ek(cos θ+i sin θ)
eiθ
ieiθ
dθ
= i
Z 2π
0
ek cos θ
[cos(k sin θ) + i sin(k sin θ)] dθ.
Equating the real and imaginary parts, we obtain
0 =
Z 2π
0
ek cos θ
sin(k sin θ) dθ
2π =
Z 2π
0
ek cos θ cos(k sin θ) dθ.
45
Example
Evaluate
I
C
sin πz2 + cos πz2
(z − 1)(z − 2)
dz,
where C is the circle: |z − i| = 3.
Solution
I
C
sin πz2 + cos πz2
(z − 1)(z − 2)
dz =
I
C
sin πz2 + cos πz2
z − 2
dz −
I
C
sin πz2 + cos πz2
z − 1
dz
By Cauchy’s integral formula, we have
I
C
sin πz2 + cos πz2
z − 2
dz = 2πi{sin π(2)2 + cos π(2)2} = 2πi
I
C
sin πz2 + cos πz2
z − 1
dz = 2πi{sin π(1)2 + cos π(1)2} = −2πi
since z = 1 and z = 2 are inside C and sin πz2 + cos πz2 is analytic
on and inside C. The integral has the value 2πi − (−2πi) = 4πi.
46
Remark
Alternately, by Corollary 3 of the Cauchy Integral Theorem, we have
I
C
sin πz2 + cos πz2
(z − 1)(z − 2)
dz =
I
C1
(sin πz2 + cos πz2)/(z − 2)
z − 1
dz
+
I
C2
(sin πz2 + cos πz2)/(z − 1)
z − 2
dz,
where C1 and C2 are closed contours completely inside C, C1 encir-
cles the point z = 1 while C2 encircles the point z = 2.
47
By the Cauchy Integral formula, choosing f(z) =
sin πz2 + cos πz2
z − 2
,
we obtain
I
C1
f(z)
z − 1
dz = 2πif(1) = 2πi
sin π + cos π
−1
= 2πi.
In a similar manner
I
C2
(sin πz2 + cos πz2)/(z − 1)
z − 2
dz = 2πi
sin πz2 + cos πz2
z − 1 z=2
= 2πi.
Hence, the integral is equal to 2πi + 2πi = 4πi.
48
The Cauchy integral formula can be extended to the case where the
simple closed contour C can be replaced by the oriented boundary
of a multiply connected domain.
Suppose C, C1, C2, . . . , Cn and f(z) are given the same conditions
as in Corollary 3, then for any point z ∈ C ∪ int C  int C1 
int C2  · · ·  int Cn, we have
f(z) =
1
2πi
I
C
f(ζ)
ζ − z
dζ −
n
X
k=1
1
2πi
I
Ck
f(ζ)
ζ − z
dζ.
49
Derivatives of contour integrals
Suppose we differentiate both sides of the Cauchy integral formula
formally with respect to z (holding ζ fixed), assuming that differen-
tiation under the integral sign is legitimate, we obtain
f′
(z) =
1
2πi
d
dz
I
C
f(ζ)
ζ − z
dζ =
1
2πi
I
C
d
dz
f(ζ)
ζ − z
dζ =
1
2πi
I
C
f(ζ)
(ζ − z)2
dζ.
How to justify the legitimacy of direct differentiation of the Cauchy
integral formula? First, consider the expression
f(z + h) − f(z)
h
−
1
2πi
I
C
f(ζ)
(ζ − z)2
dζ
=
1
h
(
1
2πi
I
C

f(ζ)
ζ − z − h
−
f(ζ)
ζ − z
− h
f(ζ)
(ζ − z)2
#
dζ
)
=
h
2πi
I
C
f(ζ)
(ζ − z − h) (ζ − z)2
dζ.
50
It suffices to show that the value of the last integral goes to zero
as h → 0. To estimate the value of the last integral, we draw the
circle C2d: |ζ − z| = 2d inside the domain bounded by C and choose
h such that 0  |h|  d.
For every point ζ on the curve C, it is outside the circle C2d so that
|ζ − z|  d and |ζ − z − h|  d.
Let M be the upper bound of |f(z)| on C and L is the total arc
length of C. Using the modulus inequality and together with the
above inequalities, we obtain
h
2πi
I
C
f(ζ)
(ζ − z − h) (ζ − z)2
dζ ≤
|h|
2π
ML
d3
.
51
In the limit h → 0, we observe that
lim
h→0
h
2πi
I
C
f(ζ)
(ζ − z − h)(ζ − z)2
dζ ≤ lim
h→0
|h|
2π
ML
d3
= 0;
therefore,
f′
(z) = lim
h→0
f(z + h) − f(z)
h
=
1
2πi
I
C
f(ζ)
(ζ − z)2
dζ.
By induction, we can show the general result
f(k)
(z) =
k!
2πi
I
C
f(ζ)
(ζ − z)k+1
dζ, k = 1, 2, 3, · · · ,
for any z inside C. This result is called the generalized Cauchy
Integral Formula.
52
Theorem
If a function f(z) is analytic at a point, then its derivatives of all
orders are also analytic at the same point.
Proof
Suppose f is analytic at a point z0, then there exists a neighborhood
of z0 : |z − z0|  ǫ throughout which f is analytic. Take C0 to be
a positively oriented circle centered at z0 and with radius ǫ/2 such
that f is analytic inside and on C0. We then have
f′′(z) =
1
πi
I
C0
f(ζ)
(ζ − z)3
dζ
at each point z interior to C0. The existence of f′′(z) throughout
the neighborhood: |z − z0|  ǫ/2 means that f′ is analytic at z0.
Repeating the argument to the analytic function f′, we can conclude
that f′′ is analytic at z0.
53
Remarks
(i) The above theorem is limited to complex functions only. In
fact, no similar statement can be made on real differentiable
functions. It is easy to find examples of real valued function
f(x) such that f′(x) exists but not so for f′′(x) at certain points.
(ii) Suppose we express an analytic function inside a domain D as
f(z) = u(x, y) + iv(x, y), z = x + iy. Since its derivatives of
all orders are analytic functions, it then follows that the par-
tial derivatives of u(x, y) and v(x, y) of all orders exist and are
continuous.
54
To see this, since f′′(z) exists, we consider
f′′
(z) =
∂2u
∂x2
+ i
∂2v
∂x2
=
∂2v
∂y∂x
− i
∂2u
∂y∂x

from f′
(z) =
∂u
∂x
+ i
∂v
∂x

or
f′′
(z) =
∂2v
∂x∂y
− i
∂2u
∂x∂y
= −
∂2u
∂y2
− i
∂2v
∂y2

from f′
(z) =
∂v
∂y
− i
∂u
∂y
#
.
The continuity of f′′ implies that all second order partials of u and
v are continuous at points where f is analytic. Continuing with the
process, we obtain the result.
The mere assumption of the analyticity of f(z) on and inside C is
sufficient to guarantee the existence of the derivatives of f(z) of all
orders. Moreover, the derivatives are all continuous on and inside
C.
55
Example
Suppose f(z) is defined by the integral
f(z) =
I
|ζ|=3
3ζ2 + 7ζ + 1
ζ − z
dζ,
find f′(1 + i).
Solution
Setting k = 1 in the generalized Cauchy integral formula,
f′
(z) =
I
|ζ|=3
3ζ2 + 7ζ + 1
(ζ − z)2
dζ
=
I
|ζ|=3
3(ζ − z)2 + (6z + 7)(ζ − z) + 3z2 + 7z + 1
(ζ − z)2
dζ
=
I
|ζ|=3
3 dζ + (6z + 7)
I
|ζ|=3
1
ζ − z
dζ
+ (3z2 + 7z + 1)
I
|ζ|=3
1
(ζ − z)2
dζ.
56
The first integral equals zero since the integrand is entire (a constant
function). For the second integral, we observe that
I
|ζ|=3
1
ζ − z
dζ =
(
0 if |z|  3
2πi if |z|  3
.
Furthermore, we deduce that the third integral is zero since
I
|ζ|=3
1
(ζ − z)2
dζ =
d
dz
I
|ζ|=3
1
ζ − z
dζ
#
= 0.
Combining the results, we have
f′
(z) = (2πi)(6z + 7) if |z|  3.
We observe that 1 + i is inside |z|  3 since |1 + i| =
√
2  3.
Therefore, we obtain
f′
(1 + i) = 2πi [6(1 + i) + 7] = −12π + 26πi.
57
Example
Evaluate
I
C
e2z
(z + 1)4
dz, where C is the circle |z| = 3.
Solution
Let f(z) = e2z and a = −1 in the Cauchy integral formula
f(n)
(a) =
n!
2πi
I
C
f(z)
(z − a)n+1
dz.
If n = 3, then f′′′(z) = 8e2z and f′′′(−1) = 8e−2. Hence,
8e−2
=
3!
2πi
I
e2z
(z + 1)4
dz
from which we see the required integral has the value 8πie−2/3.
58
Cauchy inequality
Suppose f(z) is analytic on and inside the disc |z−z0| = r, 0  r  ∞,
and let
M(r) = max
|z−z0|=r
|f(z)|,
then
|f(k)(z)|
k!
≤
M(r)
rk
, k = 0, 1, 2, . . . .
This inequality follows from the generalized Cauchy integral formula.
59
Example
Suppose f(z) is analytic inside the unit circle |z| = 1 and
|f(z)| ≤
1
1 − |z|
,
show that
|f(n)
(0)| ≤ (n + 1)!

1 +
1
n
n
.
Solution
We integrate f(ζ)
ζn+1 around the circle |ζ| = n
n+1, where f(ζ) is analytic
on and inside the circle. Using the generalized Cauchy integral
formula, we have
f(n)
(0) =
n!
2πi
I
|ζ|= n
n+1
f(ζ)
ζn+1
dζ
60
=
n!
2πi
Z 2π
0
f

n
n+1eiθ


n
n+1
n+1
ei(n+1)θ

n
n + 1

eiθ
i dθ
=

1 +
1
n
n n!
2π
Z 2π
0
f

n
n + 1
eiθ

e−inθ
dθ.
The modulus |f(n)(0)| is bounded by
|f(n)
(0)| ≤

1 +
1
n
n n!
2π
Z 2π
0
f

n
n + 1
eiθ

dθ
≤

1 +
1
n
n n!
2π
Z 2π
0
1
1 − n
n+1
dθ
=

1 +
1
n
n n!
2π
[(n + 1) 2π]
= (n + 1)!

1 +
1
n
n
.
61
Gauss’ mean value theorem
If f(z) is analytic on and inside the disc Cr : |z − z0| = r, then
f(z0) =
1
2π
Z 2π
0
f(z0 + reiθ
) dθ.
Proof
From the Cauchy integral formula, we have
f(z0) =
1
2πi
I
Cr
f(z)
z − z0
dz
=
1
2πi
Z 2π
0
f(z0 + reiθ)ireiθ
reiθ
dθ
=
1
2π
Z 2π
0
f(z0 + reiθ) dθ.
Write u(z) = Re f(z), it is known that u is harmonic. We have
u(z0) =
1
2π
Z 2π
0
u(z0 + reiθ
) dθ.
62
Example
Find the mean value of x2 − y2 + x on the circle |z − i| = 2.
Solution
First, we observe that x2 − y2 + x = Re(z2 + z). The mean value
is defined by
1
2π
Z 2π
0
u(i + 2eiθ
) dθ,
where u(z) = Re(z2 + z). By Gauss’ mean value theorem,
1
2π
Z 2π
0
u(i + 2eiθ) dθ = Re(z2 + z)
z=i
= Re(−1 + i) = −1.
63
Maximum modulus theorem
If f(z) is analytic on and inside a domain D bounded by a simple
closed curve C, then the maximum value of |f(z)| occurs on C,
unless f(z) is a constant.
Example
Find the maximum value of |z2 + 3z − 1| in the disk |z| ≤ 1.
Solution
The triangle inequality gives
|z2 + 3z − 1| ≤ |z2| + 3|z| + 1 ≤ 5, for |z| ≤ 1.
64
However, the maximum value is actually smaller than this, as the
following analysis shows.
The maximum of |z2+3z−1| must occur on the boundary of the disk
(|z| = 1). The latter can be parameterized as z = eit, 0 ≤ t ≤ 2π;
whence
|z2
+ 3z − 1|2
= (ei2t
+ 3eit
− 1)(e−i2t
+ 3e−it
− 1).
Expanding and gathering terms reduces this to (11−2 cos 2t), whose
maximum value is 13. The maximum value is obtained by taking
t = π/2 or t = 3π/2.
Thus the maximum value of |z2 + 3z − 1| is
√
13, which occurs at
z = ±i.
65
Example
Let R denote the rectangular region:
0 ≤ x ≤ π, 0 ≤ y ≤ 1,
the modulus of the entire function
f(z) = sin z
has a maximum value in R that occurs on the boundary.
To verify the claim, consider
|f(z)| =
q
sin2
x + sinh2
y,
the term sin2 x is greatest at x = π/2 and the increasing function
sinh2 y is greatest when y = 1. The maximum value of |f(z)| in R
occurs at the boundary point

π
2
, 1

and at no other point in R.
66
Proof of the Maximum Modulus Theorem
Proof by contradiction. Suppose |f(z)| attains its maximum at α ∈
D. Using the Gauss Mean Value Theorem:
f(α) =
1
2π
Z 2π
0
f(α + reiθ
) dθ
where the neighborhood N(α; r) lies inside D. By the modulus in-
equality,
|f(α)| ≤
1
2π
Z 2π
0
|f(α + reiθ)| dθ.
Since |f(α)| is a maximum, then |f(α+reiθ)| ≤ |f(α)| for all θ, giving
1
2π
Z 2π
0
|f(α + reiθ)| dθ ≤
1
2π
Z 2π
0
|f(α)| dθ = |f(α)|.
Combining the results, we obtain
Z 2π
0
[|f(α)| − |f(α + reiθ)|]
| {z }
non-negative
dθ = 0.
67
One then infer that |f(α)| = |f(α + reiθ)|. However, it may be
possible to have |f(α + reiθ)|  |f(α)| at isolated points. We argue
that this is not possible due to continuity of f(z).
If |f(α + reiθ)|  |f(α)| at a single point, then |f(α + reiθ)|  |f(α)|
for a finite arc on the circle, giving
1
2π
Z 2π
0
|f(α + reiθ
)| dθ  |f(α)|,
a contradiction. We can then deduce that
|f(α)| = |f(α + reiθ
)|
for all points on the circle.
• Since r can be any value, |f(z)| is constant in any neighborhood
of α lying inside D.
68
Finally, we need to show that |f(z)| is constant at any point in D.
Take any z ∈ D, we can join α to z by a curve lying completely
inside D. Taking a sequence of points z0 = α, z1, · · · , zn = z such
that each of these points is the center of a disc (plus its boundary)
lying completely inside D and zk is contained in the disk centered at
zk−1, k = 1, 2, · · · , n.
We then have |f(z1)| = |f(α)|. Also z2 is contained inside the disc
centered at z1, so |f(z2)| = |f(z1)|, · · · , and deductively |f(z)| =
|f(α)|.
Lastly, we use the result that if |f(z)| = constant throughout D,
then f(z) = constant throughout D.
69
Liouville’s Theorem
If f is entire and bounded in the complex plane, then f(z) is constant
throughout the plane.
Proof
It suffices to show that f′(z) = 0 for all z ∈ C. We integrate
f(ζ)
(ζ − z)2
around CR : |ζ − z| = R. By the generalized Cauchy integral formula
f′(z) =
1
2πi
I
CR
f(ζ)
(ζ − z)2
dξ,
which remains valid for any sufficiently large R since f(z) is entire.
Since f(z) is bounded, so |f(z)| ≤ B for all z ∈ C,
|f′
(z)| =
1
2π
I
CR
f(ζ)
(ζ − z)2
dζ ≤
1
2π
B
R2
2πR =
B
R
.
70
Now, B is independent of R and R can be arbitrarily large. The
inequality can hold for arbitrarily large values of R only if f′(z) = 0.
Since the choice of z is arbitrary, this means that f′(z) = 0 every-
where in the complex plane. Consequently, f is a constant function.
Remark
Non-constant entire functions must be unbounded. For example,
sin z and cos z are unbounded, unlike their real counterparts.
71

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Integración variable compleja. Integral de Cauchy

  • 1. 4. Complex integration: Cauchy integral theorem and Cauchy integral formulas Definite integral of a complex-valued function of a real variable Consider a complex valued function f(t) of a real variable t: f(t) = u(t) + iv(t), which is assumed to be a piecewise continuous function defined in the closed interval a ≤ t ≤ b. The integral of f(t) from t = a to t = b, is defined as Z b a f(t) dt = Z b a u(t) dt + i Z b a v(t) dt. 1
  • 2. Properties of a complex integral with real variable of integration 1. Re Z b a f(t) dt = Z b a Re f(t) dt = Z b a u(t) dt. 2. Im Z b a f(t) dt = Z b a Im f(t) dt = Z b a v(t) dt. 3. Z b a [γ1f1(t) + γ2f2(t)] dt = γ1 Z b a f1(t) dt + γ2 Z b a f2(t) dt, where γ1 and γ2 are any complex constants. 4. Z b a f(t) dt ≤ Z b a |f(t)| dt. 2
  • 3. To prove (4), we consider Z b a f(t) dt = e−iφ Z b a f(t) dt = Z b a e−iφf(t) dt, where φ = Arg Z b a f(t) dt ! . Since Z b a f(t) dt is real, we deduce that Z b a f(t) dt = Re Z b a e−iφ f(t) dt = Z b a Re [e−iφ f(t)] dt ≤ Z b a |e−iφf(t)| dt = Z b a |f(t)| dt. 3
  • 4. Example Suppose α is real, show that |e2απi − 1| ≤ 2π|α|. Solution Let f(t) = eiαt, α and t are real. We obtain Z 2π 0 eiαt dt ≤ Z 2π 0 |eiαt | dt = 2π. The left-hand side of the above inequality is equal to Z 2π 0 eiαt dt = eiαt iα 2π 0 = |e2απi − 1| |α| . Combining the results, we obtain |e2απi − 1| ≤ 2π|α|, α is real. 4
  • 5. Definition of a contour integral Consider a curve C which is a set of points z = (x, y) in the complex plane defined by x = x(t), y = y(t), a ≤ t ≤ b, where x(t) and y(t) are continuous functions of the real parameter t. One may write z(t) = x(t) + iy(t), a ≤ t ≤ b. • The curve is said to be smooth if z(t) has continuous derivative z′(t) 6= 0 for all points along the curve. • A contour is defined as a curve consisting of a finite number of smooth curves joined end to end. A contour is said to be a simple closed contour if the initial and final values of z(t) are the same and the contour does not cross itself. 5
  • 6. • Let f(z) be any complex function defined in a domain D in the complex plane and let C be any contour contained in D with initial point z0 and terminal point z. • We divide the contour C into n subarcs by discrete points z0, z1, z2, . . ., zn−1, zn = z arranged consecutively along the direction of in- creasing t. • Let ζk be an arbitrary point in the subarc zkzk+1 and form the sum n−1 X k=0 f(ζk)(zk+1 − zk). 6
  • 7. Subdivision of the contour into n subarcs by discrete points z0, z1, · · · , zn−1, zn = z. 7
  • 8. We write △zk = zk+1 − zk. Let λ = max k |△zk| and take the limit lim λ→0 n→∞ n−1 X k=0 f(ζk) △zk. The above limit is defined to be the contour integral of f(z) along the contour C. If the above limit exists, then the function f(z) is said to be inte- grable along the contour C. If we write dz(t) dt = dx(t) dt + i dy(t) dt , a ≤ t ≤ b, then Z C f(z) dz = Z b a f(z(t)) dz(t) dt dt. 8
  • 9. Writing f(z) = u(x, y) + iv(x, y) and dz = dx + idy, we have Z C f(z) dz = Z C u dx − v dy + i Z C u dy + v dx = Z b a " u(x(t), y(t)) dx(t) dt − v(x(t), y(t)) dy(t) dt # dt + i Z b a " u(x(t), y(t)) dy(t) dt + v(x(t), y(t)) dx(t) dt # dt. The usual properties of real line integrals are carried over to their complex counterparts. Some of these properties are: (i) Z C f(z) dz is independent of the parameterization of C; (ii) Z −C f(z) dz = − Z C f(z) dz, where −C is the opposite curve of C; (iii) The integrals of f(z) along a string of contours is equal to the sum of the integrals of f(z) along each of these contours. 9
  • 10. Example Evaluate the integral I C 1 z − z0 dz, where C is a circle centered at z0 and of any radius. The path is traced out once in the anticlockwise direction. Solution The circle can be parameterized by z(t) = z0 + reit , 0 ≤ t ≤ 2π, where r is any positive real number. The contour integral becomes I C 1 z − z0 dz = Z 2π 0 1 z(t) − z0 dz(t) dt dt = Z 2π 0 ireit reit dt = 2πi. The value of the integral is independent of the radius r. 10
  • 11. Example Evaluate the integral (i) Z C |z|2 dz and (ii) Z C 1 z2 dz, where the contour C is (a) the line segment with initial point −1 and final point i; (b) the arc of the unit circle Im z ≥ 0 with initial point −1 and final point i. Do the two results agree? 11
  • 12. Solution (i) Consider Z C |z|2 dz, (a) Parameterize the line segment by z = −1 + (1 + i)t, 0 ≤ t ≤ 1, so that |z|2 = (−1 + t)2 + t2 and dz = (1 + i) dt. The value of the integral becomes Z C |z|2 dz = Z 1 0 (2t2 − 2t + 1)(1 + i) dt = 2 3 (1 + i). 12
  • 13. (b) Along the unit circle, |z| = 1 and z = eiθ, dz = ieiθdθ. The initial point and the final point of the path correspond to θ = π and θ = π 2, respectively. The contour integral can be evaluated as Z C |z|2 dz = Z π 2 π ieiθ dθ = eiθ π 2 π = 1 + i. The results in (a) and (b) do not agree. Hence, the value of this contour integral does depend on the path of integration. 13
  • 14. (ii) Consider Z C 1 z2 dz. (a) line segment from −1 to i Z C 1 z2 dz = Z 1 0 1 + i [−1 + (1 + i)t]2 dt = − 1 −1 + (1 + i)t 1 0 = −1− 1 i = −1+i. (b) subarc from −1 to i Z C 1 z2 dz = Z π 2 π 1 e2iθ ieiθ dθ = −e−iθ π 2 π = −1 + i. 14
  • 15. Estimation of the absolute value of a complex integral The upper bound for the absolute value of a complex integral can be related to the length of the contour C and the absolute value of f(z) along C. In fact, Z C f(z) dz ≤ ML, where M is the upper bound of |f(z)| along C and L is the arc length of the contour C. 15
  • 16. We consider Z C f(z) dz = Z b a f(z(t)) dz(t) dt dt ≤ Z b a |f(z(t))| dz(t) dt dt ≤ Z b a M dz(t) dt dt = M Z b a v u u t dx(t) dt !2 + dy(t) dt !2 dt = ML. 16
  • 17. Example Show that Z C 1 z2 dz ≤ 2, where C is the line segment joining −1 + i and 1 + i. Solution Along the contour C, we have z = x + i, −1 ≤ x ≤ 1, so that 1 ≤ |z| ≤ √ 2. Correspondingly, 1 2 ≤ 1 |z|2 ≤ 1. Here, M = max z∈C 1 |z|2 = 1 and the arc length L = 2. We have Z C 1 z2 dz ≤ ML = 2. 17
  • 18. Example Estimate an upper bound of the modulus of the integral I = Z C Log z z − 4i dz where C is the circle |z| = 3. Now, Log z z − 4i ≤ ln |z| + |Arg z| ||z| − |4i|| so that max z∈C Log z z − 4i ≤ ln 3 + π |3 − 4| = ln 3 + π; L = (2π)(3) = 6π. Hence, Z C Log z z − 4i dz ≤ 6π(π + ln 3). 18
  • 19. Example Find an upper bound for Z Γ ez /(z2 + 1) dz , where Γ is the circle |z| = 2 traversed once in the counterclockwise direction. Solution The path of integration has length L = 4π. Next we seek an upper bound M for the function ez/(z2 + 1) when |z| = 2. Writing z = x + iy, we have |ez | = |ex+iy | = ex ≤ e2 , for |z| = q x2 + y2 = 2, and by the triangle inequality |z2 + 1| ≥ |z|2 − 1 = 4 − 1 = 3 for |z| = 2. Hence, |ez/(z2 + 1)| ≤ e2/3 for |z| = 2, and so Z Γ ez z2 + 1 dz ≤ e2 3 · 4π. 19
  • 20. Path independence Under what conditions that Z C1 f(z) dz = Z C2 f(z) dz, where C1 and C2 are two contours in a domain D with the same initial and final points and f(z) is piecewise continuous inside D. The property of path independence is valid for f(z) = 1 z2 but it fails when f(z) = |z|2. The above query is equivalent to the question: When does I C f(z) dz = 0 hold, where C is any closed contour lying completely inside D? The equivalence is revealed if we treat C as C1 ∪ −C2. We observe that f(z) = 1 z2 is analytic everywhere except at z = 0 but f(z) = |z|2 is nowhere analytic. 20
  • 21. Cauchy integral theorem Let f(z) = u(x, y)+iv(x, y) be analytic on and inside a simple closed contour C and let f′(z) be also continuous on and inside C, then I C f(z) dz = 0. Proof The proof of the Cauchy integral theorem requires the Green theo- rem for a positively oriented closed contour C: If the two real func- tions P(x, y) and Q(x, y) have continuous first order partial deriva- tives on and inside C, then I C P dx + Q dy = ZZ D (Qx − Py) dxdy, where D is the simply connected domain bounded by C. 21
  • 22. Suppose we write f(z) = u(x, y) + iv(x, y), z = x + iy; we have I C f(z) dz = I C u dx − v dy + i I C v dx + u dy. One can infer from the continuity of f′(z) that u(x, y) and v(x, y) have continuous derivatives on and inside C. Using the Green the- orem, the two real line integrals can be transformed into double integrals. I C f(z) dz = ZZ D (−vx − uy) dxdy + i ZZ D (ux − vy) dxdy. Both integrands in the double integrals are equal to zero due to the Cauchy-Riemann relations, hence the theorem. In 1903, Goursat was able to obtain the same result without assum- ing the continuity of f′(z). 22
  • 23. Goursat Theorem If a function f(z) is analytic throughout a simply connected domain D, then for any simple closed contour C lying completely inside D, we have I C f(z) dz = 0. Corollary 1 The integral of a function f(z) which is analytic throughout a simply connected domain D depends on the end points and not on the particular contour taken. Suppose α and β are inside D, C1 and C2 are any contours inside D joining α to β, then Z C1 f(z) dz = Z C2 f(z) dz. 23
  • 24. Example If C is the curve y = x3 −3x2 +4x−1 joining points (1, 1) and (2, 3), find the value of Z C (12z2 − 4iz) dz. Method 1. The integral is independent of the path joining (1, 1) and (2, 3). Hence any path can be chosen. In particular, let us choose the straight line paths from (1, 1) to (2, 1) and then from (2, 1) to (2, 3). Case 1 Along the path from (1, 1) to (2, 1), y = 1, dy = 0 so that z = x + iy = x + i, dz = dx. Then the integral equals Z 2 1 {12(x + i)2 − 4i(x + i)} dx = {4(x + i)3 − 2i(x + i)2} 2 1 = 20 + 30i. 24
  • 25. Case 2 Along the path from (2, 1) to (2, 3), x = 2, dx = 0 so that z = x + iy = 2 + iy, dz = idy. Then the integral equals Z 3 1 {12(2+iy)2 −4i(2+iy)}i dy = {4(2+iy)3 −2i(2+iy)2 } 3 1 = −176+8i. Then adding, the required value = (20 + 30i) + (−176 + 8i) = −156 + 38i. Method 2. The given integral equals Z 2+3i 1+i (12z2 − 4iz) dz = (4z3 − 2iz2) 2+3i 1+i = −156 + 38i. It is clear that Method 2 is easier. 25
  • 26. Corollary 2 Let f(z) be analytic throughout a simply connected domain D. Con- sider a fixed point z0 ∈ D; by virtue of Corollary 1, F(z) = Z z z0 f(ζ) dζ, for any z ∈ D, is a well-defined function in D. Considering F(z + ∆z) − F(z) ∆z − f(z) = 1 ∆z Z z+∆z z [f(ζ) − f(z)] dζ. By the Cauchy Theorem, the last integral is independent of the path joining z and z + ∆z so long as the path is completely inside D. We choose the path as the straight line segment joining z and z + ∆z and choose |∆z| small enough so that it is completely inside D. 26
  • 27. By continuity of f(z), we have for all points u on this straight line path |f(u) − f(z)| ǫ whenever |u − z| δ. Note that |∆z| δ is observed implicitly. 27
  • 28. We have Z z+∆z z [f(u) − f(z)] du ǫ|∆z| so that F(z + ∆z) − F(z) ∆z − f(z) = 1 |∆z| Z z+∆z z [f(u) − f(z)] du ǫ for |∆z| δ. This amounts to say lim ∆z→0 F(z + ∆z) − F(z) ∆z = f(z), that is, F′(z) = f(z) for all z in D. Hence, F(z) is analytic in D since F′(z) exists at all points in D (which is an open set). 28
  • 29. • This corollary may be considered as a complex counterpart of the fundamental theorem of real calculus. • If we integrate f(z) along any contour joining α and β inside D, then the value of the integral is given by Z β α f(z) dz = Z β z0 f(ζ) dζ − Z α z0 f(ζ) dζ = F(β) − F(α), α and β ∈ D. 29
  • 30. Corollary 3 Let C, C1, C2, . . ., Cn be positively oriented closed contours, where C1, C2, . . ., Cn are all inside C. For C1, C2, . . ., Cn, each of these contours lies outside of the other contours. Let int Ci denote the collection of all points bounded inside Ci. Let f(z) be analytic on the set S : C ∪ int C int C1 int C2 · · · int Cn (see the shaded area in Figure), then I C f(z) dz = n X k=1 I Ck f(z) dz. 30
  • 31. The proof for the case when n = 2 is presented below. 31
  • 32. Proof • The constructed boundary curve is composed of C ∪ −C1 ∪ −C2 and the cut lines, each cut line travels twice in opposite direc- tions. • To explain the negative signs in front of C1 and C2, we note that the interior contours traverse in the clockwise sense as parts of the positively oriented boundary curve. • With the introduction of these cuts, the shaded region bounded within this constructed boundary curve becomes a simply con- nected set. We have I C f(z) dz + Z −C1 f(z) dz + Z −C2 f(z) dz = 0, so that I C f(z) dz = Z C1 f(z) dz + Z C2 f(z) dz. 32
  • 33. Example Let D be the domain that contains the whole complex plane except the origin and the negative real axis. Let Γ be an arbitrary contour lying completely inside D, and Γ starts from 1 and ends at a point α. Show that Z Γ dz z = Log α. Solution Let Γ1 be the line segment from 1 to |α| along the real axis, and Γ2 be a circular arc centered at the origin and of radius |α| which extends from |α| to α. The union Γ1 ∪ Γ2 ∪ −Γ forms a closed contour. Since the integrand 1 z is analytic everywhere inside D, by the Cauchy integral theorem, we have Z Γ dz z = Z Γ1 dz z + Z Γ2 dz z . 33
  • 34. The contour Γ starts from z = 1 and ends at z = α. The arc Γ2 is part of the circle |z| = |α|. 34
  • 35. Since α cannot lie on the negative real axis, so Arg α cannot assume the value π. If we write α = |α|eiArg α (−π Arg α π), then Z Γ1 dz z = Z |α| 1 dt t = ln |α| Z Γ2 dz z = Z Arg α 0 ireiθ reiθ dθ = i Arg α. Combining the results, Z Γ dz z = ln |α| + i Arg α = Log α. Note that the given domain D is the domain of definition of Log z, the principal branch of the complex logarithm function. 35
  • 36. Poisson integral Consider the integration of the function e−z2 around the rectangular contour Γ with vertices ±a, ±a+ib and oriented positively. By letting a → ∞ while keeping b fixed, show that Z ∞ −∞ e−x2 e±2ibx dx = Z ∞ −∞ e−x2 cos 2bx dx = e−b2√ π. y x (a, b) (−a, b) (−a, 0) (a, 0) Γ1 Γ2 Γ3 Γ4 The configuration of the closed rectangular contour Γ. 36
  • 37. Solution Since e−z2 is an entire function, we have I Γ e−z2 dz = 0, by virtue of the Cauchy integral theorem. The closed contour Γ consists of four line segments: Γ = Γ1 ∪ Γ2 ∪ Γ3 ∪ Γ4, where Γ1 = {x : −a ≤ x ≤ a}, Γ2 = {a + iy : 0 ≤ y ≤ b}, Γ3 = {x + ib : −a ≤ x ≤ a}, Γ4 = {−a + iy : 0 ≤ y ≤ b}, and Γ is oriented in the anticlockwise direction. 37
  • 38. The contour integral can be split into four contour integrals, namely, I Γ e−z2 dz = Z Γ1 e−z2 dz + Z Γ2 e−z2 dz + Z Γ3 e−z2 dz + Z Γ4 e−z2 dz. The four contour integrals can be expressed as real integrals as follows: Z Γ1 e−z2 dz = Z a −a e−x2 dx, Z Γ2 e−z2 dz = Z b 0 e−(a+iy)2 i dy, Z Γ3 e−z2 dz = Z −a a e−(x+ib)2 dx, = −eb2 Z a −a e−x2 cos 2bx dx − i Z a −a e−x2 sin 2bx dx , Z Γ4 e−z2 dz = Z 0 b e−(−a+iy)2 i dy. 38
  • 39. First, we consider the bound on the modulus of the second integral. Z Γ2 e−z2 dz ≤ Z b 0 |e−(a2−y2+2iay) i| dy = e−a2 Z b 0 ey2 dy ≤ e−a2 Z b 0 eb2 dy (since 0 ≤ y ≤ b) = beb2 ea2 → 0 as a → ∞ and b is fixed. Therefore, the value of Z Γ2 e−z2 dz → 0 as a → ∞. By similar argument, the fourth integral can be shown to be zero as a → ∞. 39
  • 40. lim a→∞ I Γ e−z2 dz = lim a→∞ Z a −a e−x2 dx − eb2 Z a −a e−x2 cos 2bx dx + i lim a→∞ eb2 Z a −a e−x2 sin 2bx dx = 0, so that Z ∞ −∞ e−x2 cos 2bx dx−i Z ∞ −∞ e−x2 sin 2bx dx = e−b2 Z ∞ −∞ e−x2 dx = e−b2√ π. Either by equating the imaginary parts of the above equation or observing that e−x2 sin 2bx is odd, we deduce Z ∞ −∞ e−x2 sin 2bx dx = 0. Hence, we obtain Z ∞ −∞ e−x2 e±2ibx dx = Z ∞ −∞ e−x2 cos 2bx dx = e−b2√ π. 40
  • 41. Cauchy integral formula Let the function f(z) be analytic on and inside a positively oriented simple closed contour C and z is any point inside C, then f(z) = 1 2πi I C f(ζ) ζ − z dζ. Proof We draw a circle Cr, with radius r around the point z, small enough to be completely inside C. Since f(ζ) ζ−z is analytic in the region lying between Cr and C, we have 1 2πi I C f(ζ) ζ − z dζ = 1 2πi I Cr f(ζ) ζ − z dζ = 1 2πi I Cr f(ζ) − f(z) ζ − z dζ + f(z) 2πi I Cr 1 ζ − z dζ. The last integral is seen to be equal to f(z). To complete the proof, it suffices to show that the first integral equals zero. 41
  • 42. × x y z C Cr The contour C is deformed to the circle Cr, which encircles the point z. 42
  • 43. Since f is continuous at z, for each ǫ 0, there exists δ 0 such that |f(ζ) − f(z)| ǫ whenever |ζ − z| δ. Now, suppose we choose r δ (it is necessary to guarantee that Cr lies completely inside the contour C), the modulus of the first integral is bounded by 1 2πi I Cr f(ζ) − f(z) ζ − z dζ ≤ 1 2π I Cr |f(ζ) − f(z)| |ζ − z| |dζ| = 1 2πr I Cr |f(ζ) − f(z)| |dζ| ǫ 2πr I Cr |dζ| = ǫ 2πr 2πr = ǫ. Since the modulus of the above integral is less than any positive number ǫ, however small, so the value of that integral is zero. 43
  • 44. By the Cauchy integral formula, the value of f(z) at any point inside the closed contour C is determined by the values of the function along the boundary contour C. Example Apply the Cauchy integral formula to the integral I |z|=1 ekz z dz, k is a real constant, to show that Z 2π 0 ek cos θ sin(k sin θ) dθ = 0 Z 2π 0 ek cos θ cos(k sin θ) dθ = 2π. 44
  • 45. Solution By Cauchy’s integral formula: I |z|=1 ekz z dz = (2πi)ekz z=0 = 2πi. On the other hand, 2πi = I |z|=1 ekz z dz = Z 2π 0 ek(cos θ+i sin θ) eiθ ieiθ dθ = i Z 2π 0 ek cos θ [cos(k sin θ) + i sin(k sin θ)] dθ. Equating the real and imaginary parts, we obtain 0 = Z 2π 0 ek cos θ sin(k sin θ) dθ 2π = Z 2π 0 ek cos θ cos(k sin θ) dθ. 45
  • 46. Example Evaluate I C sin πz2 + cos πz2 (z − 1)(z − 2) dz, where C is the circle: |z − i| = 3. Solution I C sin πz2 + cos πz2 (z − 1)(z − 2) dz = I C sin πz2 + cos πz2 z − 2 dz − I C sin πz2 + cos πz2 z − 1 dz By Cauchy’s integral formula, we have I C sin πz2 + cos πz2 z − 2 dz = 2πi{sin π(2)2 + cos π(2)2} = 2πi I C sin πz2 + cos πz2 z − 1 dz = 2πi{sin π(1)2 + cos π(1)2} = −2πi since z = 1 and z = 2 are inside C and sin πz2 + cos πz2 is analytic on and inside C. The integral has the value 2πi − (−2πi) = 4πi. 46
  • 47. Remark Alternately, by Corollary 3 of the Cauchy Integral Theorem, we have I C sin πz2 + cos πz2 (z − 1)(z − 2) dz = I C1 (sin πz2 + cos πz2)/(z − 2) z − 1 dz + I C2 (sin πz2 + cos πz2)/(z − 1) z − 2 dz, where C1 and C2 are closed contours completely inside C, C1 encir- cles the point z = 1 while C2 encircles the point z = 2. 47
  • 48. By the Cauchy Integral formula, choosing f(z) = sin πz2 + cos πz2 z − 2 , we obtain I C1 f(z) z − 1 dz = 2πif(1) = 2πi sin π + cos π −1 = 2πi. In a similar manner I C2 (sin πz2 + cos πz2)/(z − 1) z − 2 dz = 2πi sin πz2 + cos πz2 z − 1 z=2 = 2πi. Hence, the integral is equal to 2πi + 2πi = 4πi. 48
  • 49. The Cauchy integral formula can be extended to the case where the simple closed contour C can be replaced by the oriented boundary of a multiply connected domain. Suppose C, C1, C2, . . . , Cn and f(z) are given the same conditions as in Corollary 3, then for any point z ∈ C ∪ int C int C1 int C2 · · · int Cn, we have f(z) = 1 2πi I C f(ζ) ζ − z dζ − n X k=1 1 2πi I Ck f(ζ) ζ − z dζ. 49
  • 50. Derivatives of contour integrals Suppose we differentiate both sides of the Cauchy integral formula formally with respect to z (holding ζ fixed), assuming that differen- tiation under the integral sign is legitimate, we obtain f′ (z) = 1 2πi d dz I C f(ζ) ζ − z dζ = 1 2πi I C d dz f(ζ) ζ − z dζ = 1 2πi I C f(ζ) (ζ − z)2 dζ. How to justify the legitimacy of direct differentiation of the Cauchy integral formula? First, consider the expression f(z + h) − f(z) h − 1 2πi I C f(ζ) (ζ − z)2 dζ = 1 h ( 1 2πi I C f(ζ) ζ − z − h − f(ζ) ζ − z − h f(ζ) (ζ − z)2 # dζ ) = h 2πi I C f(ζ) (ζ − z − h) (ζ − z)2 dζ. 50
  • 51. It suffices to show that the value of the last integral goes to zero as h → 0. To estimate the value of the last integral, we draw the circle C2d: |ζ − z| = 2d inside the domain bounded by C and choose h such that 0 |h| d. For every point ζ on the curve C, it is outside the circle C2d so that |ζ − z| d and |ζ − z − h| d. Let M be the upper bound of |f(z)| on C and L is the total arc length of C. Using the modulus inequality and together with the above inequalities, we obtain h 2πi I C f(ζ) (ζ − z − h) (ζ − z)2 dζ ≤ |h| 2π ML d3 . 51
  • 52. In the limit h → 0, we observe that lim h→0 h 2πi I C f(ζ) (ζ − z − h)(ζ − z)2 dζ ≤ lim h→0 |h| 2π ML d3 = 0; therefore, f′ (z) = lim h→0 f(z + h) − f(z) h = 1 2πi I C f(ζ) (ζ − z)2 dζ. By induction, we can show the general result f(k) (z) = k! 2πi I C f(ζ) (ζ − z)k+1 dζ, k = 1, 2, 3, · · · , for any z inside C. This result is called the generalized Cauchy Integral Formula. 52
  • 53. Theorem If a function f(z) is analytic at a point, then its derivatives of all orders are also analytic at the same point. Proof Suppose f is analytic at a point z0, then there exists a neighborhood of z0 : |z − z0| ǫ throughout which f is analytic. Take C0 to be a positively oriented circle centered at z0 and with radius ǫ/2 such that f is analytic inside and on C0. We then have f′′(z) = 1 πi I C0 f(ζ) (ζ − z)3 dζ at each point z interior to C0. The existence of f′′(z) throughout the neighborhood: |z − z0| ǫ/2 means that f′ is analytic at z0. Repeating the argument to the analytic function f′, we can conclude that f′′ is analytic at z0. 53
  • 54. Remarks (i) The above theorem is limited to complex functions only. In fact, no similar statement can be made on real differentiable functions. It is easy to find examples of real valued function f(x) such that f′(x) exists but not so for f′′(x) at certain points. (ii) Suppose we express an analytic function inside a domain D as f(z) = u(x, y) + iv(x, y), z = x + iy. Since its derivatives of all orders are analytic functions, it then follows that the par- tial derivatives of u(x, y) and v(x, y) of all orders exist and are continuous. 54
  • 55. To see this, since f′′(z) exists, we consider f′′ (z) = ∂2u ∂x2 + i ∂2v ∂x2 = ∂2v ∂y∂x − i ∂2u ∂y∂x from f′ (z) = ∂u ∂x + i ∂v ∂x or f′′ (z) = ∂2v ∂x∂y − i ∂2u ∂x∂y = − ∂2u ∂y2 − i ∂2v ∂y2 from f′ (z) = ∂v ∂y − i ∂u ∂y # . The continuity of f′′ implies that all second order partials of u and v are continuous at points where f is analytic. Continuing with the process, we obtain the result. The mere assumption of the analyticity of f(z) on and inside C is sufficient to guarantee the existence of the derivatives of f(z) of all orders. Moreover, the derivatives are all continuous on and inside C. 55
  • 56. Example Suppose f(z) is defined by the integral f(z) = I |ζ|=3 3ζ2 + 7ζ + 1 ζ − z dζ, find f′(1 + i). Solution Setting k = 1 in the generalized Cauchy integral formula, f′ (z) = I |ζ|=3 3ζ2 + 7ζ + 1 (ζ − z)2 dζ = I |ζ|=3 3(ζ − z)2 + (6z + 7)(ζ − z) + 3z2 + 7z + 1 (ζ − z)2 dζ = I |ζ|=3 3 dζ + (6z + 7) I |ζ|=3 1 ζ − z dζ + (3z2 + 7z + 1) I |ζ|=3 1 (ζ − z)2 dζ. 56
  • 57. The first integral equals zero since the integrand is entire (a constant function). For the second integral, we observe that I |ζ|=3 1 ζ − z dζ = ( 0 if |z| 3 2πi if |z| 3 . Furthermore, we deduce that the third integral is zero since I |ζ|=3 1 (ζ − z)2 dζ = d dz I |ζ|=3 1 ζ − z dζ # = 0. Combining the results, we have f′ (z) = (2πi)(6z + 7) if |z| 3. We observe that 1 + i is inside |z| 3 since |1 + i| = √ 2 3. Therefore, we obtain f′ (1 + i) = 2πi [6(1 + i) + 7] = −12π + 26πi. 57
  • 58. Example Evaluate I C e2z (z + 1)4 dz, where C is the circle |z| = 3. Solution Let f(z) = e2z and a = −1 in the Cauchy integral formula f(n) (a) = n! 2πi I C f(z) (z − a)n+1 dz. If n = 3, then f′′′(z) = 8e2z and f′′′(−1) = 8e−2. Hence, 8e−2 = 3! 2πi I e2z (z + 1)4 dz from which we see the required integral has the value 8πie−2/3. 58
  • 59. Cauchy inequality Suppose f(z) is analytic on and inside the disc |z−z0| = r, 0 r ∞, and let M(r) = max |z−z0|=r |f(z)|, then |f(k)(z)| k! ≤ M(r) rk , k = 0, 1, 2, . . . . This inequality follows from the generalized Cauchy integral formula. 59
  • 60. Example Suppose f(z) is analytic inside the unit circle |z| = 1 and |f(z)| ≤ 1 1 − |z| , show that |f(n) (0)| ≤ (n + 1)! 1 + 1 n n . Solution We integrate f(ζ) ζn+1 around the circle |ζ| = n n+1, where f(ζ) is analytic on and inside the circle. Using the generalized Cauchy integral formula, we have f(n) (0) = n! 2πi I |ζ|= n n+1 f(ζ) ζn+1 dζ 60
  • 61. = n! 2πi Z 2π 0 f n n+1eiθ n n+1 n+1 ei(n+1)θ n n + 1 eiθ i dθ = 1 + 1 n n n! 2π Z 2π 0 f n n + 1 eiθ e−inθ dθ. The modulus |f(n)(0)| is bounded by |f(n) (0)| ≤ 1 + 1 n n n! 2π Z 2π 0 f n n + 1 eiθ dθ ≤ 1 + 1 n n n! 2π Z 2π 0 1 1 − n n+1 dθ = 1 + 1 n n n! 2π [(n + 1) 2π] = (n + 1)! 1 + 1 n n . 61
  • 62. Gauss’ mean value theorem If f(z) is analytic on and inside the disc Cr : |z − z0| = r, then f(z0) = 1 2π Z 2π 0 f(z0 + reiθ ) dθ. Proof From the Cauchy integral formula, we have f(z0) = 1 2πi I Cr f(z) z − z0 dz = 1 2πi Z 2π 0 f(z0 + reiθ)ireiθ reiθ dθ = 1 2π Z 2π 0 f(z0 + reiθ) dθ. Write u(z) = Re f(z), it is known that u is harmonic. We have u(z0) = 1 2π Z 2π 0 u(z0 + reiθ ) dθ. 62
  • 63. Example Find the mean value of x2 − y2 + x on the circle |z − i| = 2. Solution First, we observe that x2 − y2 + x = Re(z2 + z). The mean value is defined by 1 2π Z 2π 0 u(i + 2eiθ ) dθ, where u(z) = Re(z2 + z). By Gauss’ mean value theorem, 1 2π Z 2π 0 u(i + 2eiθ) dθ = Re(z2 + z) z=i = Re(−1 + i) = −1. 63
  • 64. Maximum modulus theorem If f(z) is analytic on and inside a domain D bounded by a simple closed curve C, then the maximum value of |f(z)| occurs on C, unless f(z) is a constant. Example Find the maximum value of |z2 + 3z − 1| in the disk |z| ≤ 1. Solution The triangle inequality gives |z2 + 3z − 1| ≤ |z2| + 3|z| + 1 ≤ 5, for |z| ≤ 1. 64
  • 65. However, the maximum value is actually smaller than this, as the following analysis shows. The maximum of |z2+3z−1| must occur on the boundary of the disk (|z| = 1). The latter can be parameterized as z = eit, 0 ≤ t ≤ 2π; whence |z2 + 3z − 1|2 = (ei2t + 3eit − 1)(e−i2t + 3e−it − 1). Expanding and gathering terms reduces this to (11−2 cos 2t), whose maximum value is 13. The maximum value is obtained by taking t = π/2 or t = 3π/2. Thus the maximum value of |z2 + 3z − 1| is √ 13, which occurs at z = ±i. 65
  • 66. Example Let R denote the rectangular region: 0 ≤ x ≤ π, 0 ≤ y ≤ 1, the modulus of the entire function f(z) = sin z has a maximum value in R that occurs on the boundary. To verify the claim, consider |f(z)| = q sin2 x + sinh2 y, the term sin2 x is greatest at x = π/2 and the increasing function sinh2 y is greatest when y = 1. The maximum value of |f(z)| in R occurs at the boundary point π 2 , 1 and at no other point in R. 66
  • 67. Proof of the Maximum Modulus Theorem Proof by contradiction. Suppose |f(z)| attains its maximum at α ∈ D. Using the Gauss Mean Value Theorem: f(α) = 1 2π Z 2π 0 f(α + reiθ ) dθ where the neighborhood N(α; r) lies inside D. By the modulus in- equality, |f(α)| ≤ 1 2π Z 2π 0 |f(α + reiθ)| dθ. Since |f(α)| is a maximum, then |f(α+reiθ)| ≤ |f(α)| for all θ, giving 1 2π Z 2π 0 |f(α + reiθ)| dθ ≤ 1 2π Z 2π 0 |f(α)| dθ = |f(α)|. Combining the results, we obtain Z 2π 0 [|f(α)| − |f(α + reiθ)|] | {z } non-negative dθ = 0. 67
  • 68. One then infer that |f(α)| = |f(α + reiθ)|. However, it may be possible to have |f(α + reiθ)| |f(α)| at isolated points. We argue that this is not possible due to continuity of f(z). If |f(α + reiθ)| |f(α)| at a single point, then |f(α + reiθ)| |f(α)| for a finite arc on the circle, giving 1 2π Z 2π 0 |f(α + reiθ )| dθ |f(α)|, a contradiction. We can then deduce that |f(α)| = |f(α + reiθ )| for all points on the circle. • Since r can be any value, |f(z)| is constant in any neighborhood of α lying inside D. 68
  • 69. Finally, we need to show that |f(z)| is constant at any point in D. Take any z ∈ D, we can join α to z by a curve lying completely inside D. Taking a sequence of points z0 = α, z1, · · · , zn = z such that each of these points is the center of a disc (plus its boundary) lying completely inside D and zk is contained in the disk centered at zk−1, k = 1, 2, · · · , n. We then have |f(z1)| = |f(α)|. Also z2 is contained inside the disc centered at z1, so |f(z2)| = |f(z1)|, · · · , and deductively |f(z)| = |f(α)|. Lastly, we use the result that if |f(z)| = constant throughout D, then f(z) = constant throughout D. 69
  • 70. Liouville’s Theorem If f is entire and bounded in the complex plane, then f(z) is constant throughout the plane. Proof It suffices to show that f′(z) = 0 for all z ∈ C. We integrate f(ζ) (ζ − z)2 around CR : |ζ − z| = R. By the generalized Cauchy integral formula f′(z) = 1 2πi I CR f(ζ) (ζ − z)2 dξ, which remains valid for any sufficiently large R since f(z) is entire. Since f(z) is bounded, so |f(z)| ≤ B for all z ∈ C, |f′ (z)| = 1 2π I CR f(ζ) (ζ − z)2 dζ ≤ 1 2π B R2 2πR = B R . 70
  • 71. Now, B is independent of R and R can be arbitrarily large. The inequality can hold for arbitrarily large values of R only if f′(z) = 0. Since the choice of z is arbitrary, this means that f′(z) = 0 every- where in the complex plane. Consequently, f is a constant function. Remark Non-constant entire functions must be unbounded. For example, sin z and cos z are unbounded, unlike their real counterparts. 71