Complex functions can be tricky, but differentiability and analyticity are key concepts to grasp. They're all about how smoothly a function behaves and whether it can be approximated by polynomials.

Differentiability means a function has a well-defined rate of change at every point. Analyticity is even stronger - it requires the function to be infinitely differentiable and have a . These properties are crucial for many advanced techniques in complex analysis.

Derivative of Complex Functions

Definition and Geometric Interpretation

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  • The derivative of a complex function f(z)f(z) at a point z0z_0 is defined as the limit of the difference quotient f(z)f(z0)zz0\frac{f(z) - f(z_0)}{z - z_0} as zz approaches z0z_0, provided the limit exists
  • Measures the rate of change of the function at a given point
  • Geometrically, represents the local stretching and rotation of the function near that point
    • The argument (angle) of the derivative indicates the angle of rotation
    • The modulus (magnitude) of the derivative represents the scaling factor
  • If the derivative exists at a point, the function is said to be differentiable at that point

Properties of Differentiable Functions

  • The sum, difference, product, and quotient of differentiable functions are also differentiable, provided the denominator of the quotient is non-zero
  • The composition of two differentiable functions is also differentiable
    • The derivative can be found using the chain rule
  • Examples of differentiable functions:
    • Polynomial functions (z2+3z+1z^2 + 3z + 1)
    • Exponential functions (eze^z)
    • Trigonometric functions (sin(z)\sin(z), cos(z)\cos(z))

Differentiability of Complex Functions

Conditions for Differentiability

  • A complex function f(z)f(z) is differentiable at a point z0z_0 if the limit of the difference quotient f(z)f(z0)zz0\frac{f(z) - f(z_0)}{z - z_0} exists as zz approaches z0z_0 from any direction
  • For differentiability, the limit of the difference quotient must be the same regardless of the path along which zz approaches z0z_0
  • If a complex function is differentiable at every point within an open domain, the function is said to be holomorphic or analytic on that domain

Examples of Differentiability

  • The function f(z)=z2f(z) = z^2 is differentiable at every point in the complex plane
    • The derivative is f(z)=2zf'(z) = 2z
  • The function f(z)=zf(z) = |z| is not differentiable at z=0z = 0
    • The limit of the difference quotient depends on the path along which zz approaches 00
  • The function f(z)=zf(z) = \overline{z} (complex conjugate) is not differentiable at any point
    • The limit of the difference quotient does not exist

Analyticity and Differentiability

Definition and Properties of Analytic Functions

  • A complex function is analytic (or holomorphic) on an open domain if it is differentiable at every point within that domain
  • Analyticity is a stronger condition than differentiability
    • A function may be differentiable at a point without being analytic in a neighborhood of that point
  • Analytic functions possess many desirable properties:
    • Infinitely differentiable
    • Satisfy the
    • Admit contour integral representations
    • Can be represented by a convergent power series in a neighborhood of any point within the domain

Examples of Analytic and Non-Analytic Functions

  • The function f(z)=z2f(z) = z^2 is analytic on the entire complex plane
  • The function f(z)=zf(z) = \overline{z} (complex conjugate) is not analytic on any open domain
    • It is differentiable only at z=0z = 0
  • The function f(z)=zf(z) = |z| (absolute value) is not analytic on any open domain
    • It is not differentiable at z=0z = 0

Cauchy-Riemann Equations for Analyticity

Statement and Application of Cauchy-Riemann Equations

  • The Cauchy-Riemann equations provide a necessary and sufficient condition for a complex function to be analytic on an open domain
  • For a complex function f(z)=u(x,y)+iv(x,y)f(z) = u(x, y) + iv(x, y), where z=x+iyz = x + iy, the Cauchy-Riemann equations are:
    • ux=vy\frac{\partial u}{\partial x} = \frac{\partial v}{\partial y}
    • uy=vx\frac{\partial u}{\partial y} = -\frac{\partial v}{\partial x}
  • To verify analyticity using the Cauchy-Riemann equations:
    1. Express the function in terms of its real and imaginary parts, u(x,y)u(x, y) and v(x,y)v(x, y)
    2. Calculate the partial derivatives ux\frac{\partial u}{\partial x}, uy\frac{\partial u}{\partial y}, vx\frac{\partial v}{\partial x}, and vy\frac{\partial v}{\partial y}
    3. Check if they satisfy the Cauchy-Riemann equations at every point in the domain
    4. Ensure that the partial derivatives are continuous on the domain

Examples of Verifying Analyticity

  • The function f(z)=z2=(x+iy)2=x2y2+i(2xy)f(z) = z^2 = (x + iy)^2 = x^2 - y^2 + i(2xy)
    • u(x,y)=x2y2u(x, y) = x^2 - y^2 and v(x,y)=2xyv(x, y) = 2xy
    • ux=2x\frac{\partial u}{\partial x} = 2x, uy=2y\frac{\partial u}{\partial y} = -2y, vx=2y\frac{\partial v}{\partial x} = 2y, vy=2x\frac{\partial v}{\partial y} = 2x
    • The Cauchy-Riemann equations are satisfied, and the partial derivatives are continuous, so f(z)f(z) is analytic on the entire complex plane
  • The function f(z)=z=xiyf(z) = \overline{z} = x - iy
    • u(x,y)=xu(x, y) = x and v(x,y)=yv(x, y) = -y
    • ux=1\frac{\partial u}{\partial x} = 1, uy=0\frac{\partial u}{\partial y} = 0, vx=0\frac{\partial v}{\partial x} = 0, vy=1\frac{\partial v}{\partial y} = -1
    • The Cauchy-Riemann equations are not satisfied, so f(z)f(z) is not analytic on any open domain

Key Terms to Review (12)

Cauchy-Riemann Equations: The Cauchy-Riemann equations are a set of two partial differential equations that provide necessary and sufficient conditions for a complex function to be differentiable at a point in the complex plane. These equations establish a relationship between the real and imaginary parts of a complex function, connecting them to the concept of analyticity and ensuring that the function behaves nicely under differentiation, which is crucial in various areas such as complex exponentials, conformal mappings, and transformations.
Complex derivative: The complex derivative is a fundamental concept in complex analysis that measures how a complex function changes as its input varies. It's defined in a manner similar to the derivative in real analysis, but requires that the limit exists as the input approaches a point from all directions in the complex plane. The existence of the complex derivative at a point indicates that the function is differentiable at that point, which is a stronger condition than merely being continuous and is closely tied to the concepts of analyticity and holomorphic functions.
Complex Polynomial: A complex polynomial is a mathematical expression that consists of variables raised to non-negative integer powers, with coefficients that are complex numbers. These polynomials can be represented in the form $$P(z) = a_n z^n + a_{n-1} z^{n-1} + ... + a_1 z + a_0$$ where each coefficient $$a_k$$ is a complex number, and $$z$$ is a complex variable. The differentiability and analyticity of complex polynomials play a crucial role in their behavior, as they are smooth functions that can be analyzed using powerful tools from complex analysis.
Conformality: Conformality refers to a property of a function or mapping that preserves angles locally, meaning that it maintains the shape of infinitesimally small figures. This property is crucial in complex analysis as it allows for the transformation of shapes while keeping their angles intact, making it possible to analyze and solve complex problems using simpler geometric forms. Conformality is essential for understanding how functions behave under transformation, especially in the context of mappings and transformations.
Differentiability at a point: Differentiability at a point refers to the property of a function that allows it to be locally approximated by a linear function at that specific point. When a function is differentiable at a point, it means that the derivative exists, indicating a specific rate of change at that location. This concept is crucial as it leads to deeper insights about the function's behavior, including continuity and the potential for analyticity.
Exponential Function: An exponential function is a mathematical function of the form $$f(z) = a e^{bz}$$, where $$a$$ and $$b$$ are constants, $$e$$ is Euler's number (approximately 2.71828), and $$z$$ is a complex variable. This function is significant because it models growth and decay processes and has unique properties like continuity and differentiability, connecting deeply with other concepts such as mappings, poles, transforms, and series expansions.
Gradient in the complex plane: The gradient in the complex plane refers to a vector that represents the direction and rate of change of a complex function. It connects the concept of differentiability and analyticity by illustrating how these properties can be expressed through real and imaginary components, reflecting how functions behave in both the real and complex dimensions.
Holomorphic Function: A holomorphic function is a complex function that is differentiable at every point in its domain, which also implies that it is continuous. This differentiability means the function can be represented by a power series around any point within its domain, showcasing its smooth nature. Holomorphic functions possess various important properties, including satisfying Cauchy-Riemann equations, which connect real and imaginary parts of the function and link them to complex analysis concepts like contour integrals and Cauchy's integral theorem.
Isolated Singularity: An isolated singularity is a point in the complex plane where a function ceases to be analytic, but is analytic in some neighborhood around that point, except for the singularity itself. This concept is crucial as it helps in understanding the behavior of complex functions near points where they may not be well-defined, and it connects to various important results and tools in complex analysis.
Morera's Theorem: Morera's Theorem states that if a function is continuous on a region and the integral of that function over every closed curve in that region is zero, then the function is analytic (holomorphic) within that region. This theorem connects the concepts of differentiability and analyticity, emphasizing how certain conditions on integrals can determine the behavior of functions in complex analysis. It serves as a powerful tool in proving a function's analyticity without needing to explicitly show that the function is differentiable at every point.
Power series expansion: A power series expansion is a representation of a complex function as an infinite sum of terms, each of which is a coefficient multiplied by a variable raised to a power. This method allows for functions to be expressed in a form that can be easily manipulated, particularly for analyzing properties like differentiability and analyticity. Power series play a crucial role in understanding how functions behave in the vicinity of a point, especially in the context of complex variables.
Removable singularity: A removable singularity is a type of isolated singularity where a function can be defined at that point so that it becomes analytic there. This means that if a function has a removable singularity, it can be 'fixed' by redefining it at that point, making it continuous and differentiable in the neighborhood around it. This concept relates to how functions behave near points where they seem undefined or behave poorly, showing the underlying structure of analytic functions.
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