Complex Numbers: Definition and History
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Questions and Answers

What is the primary reason for the introduction of the imaginary unit i?

  • To express complex numbers in polar form.
  • To facilitate the division of real numbers.
  • To provide solutions for equations that have no real number solutions. (correct)
  • To simplify the multiplication of real numbers.

In the context of complex numbers, what does the term 'field' signify?

  • A set of complex numbers that is only closed under multiplication.
  • A set of complex numbers with closure under addition only.
  • An algebraic structure that allows addition, subtraction, multiplication, and division. (correct)
  • A graphical representation of complex numbers.

Which property states that for any three complex numbers $z_1$, $z_2$, and $z_3$, the equation $z_1 + (z_2 + z_3) = (z_1 + z_2) + z_3$ holds true?

  • Distributive property.
  • Commutative property.
  • Closure property.
  • Associative property. (correct)

What condition must two complex numbers, $z_1 = a + bi$ and $z_2 = c + di$, satisfy to be considered equal?

<p>Their real and imaginary parts must be equal ($a = c$ and $b = d$). (B)</p> Signup and view all the answers

Given a complex number $z = x + jy$, what is its complex conjugate, denoted as $z̄$?

<p>$z̄ = x - jy$ (B)</p> Signup and view all the answers

What is the result of multiplying a complex number by its complex conjugate?

<p>A real number equal to the square of its magnitude. (C)</p> Signup and view all the answers

How do you perform division between two complex numbers?

<p>Multiplying the numerator and denominator by the conjugate of the denominator. (B)</p> Signup and view all the answers

In the complex plane, what do the horizontal and vertical axes represent, respectively?

<p>Real part and imaginary part. (C)</p> Signup and view all the answers

What does the modulus of a complex number, often denoted as r or $|z|$, represent in the complex plane?

<p>The distance from the origin. (A)</p> Signup and view all the answers

Which of the following is the correct formula to calculate the argument (angle) $\theta$ of a complex number $z = x + jy$?

<p>$\theta = \arctan(y/x)$ (B)</p> Signup and view all the answers

Using Euler's formula, how can a complex number z be represented?

<p>$z = re^{j\theta}$ (D)</p> Signup and view all the answers

If $z = 2e^{j\frac{\pi}{3}}$, what is the rectangular form of z?

<p>$1 + j\sqrt{3}$ (A)</p> Signup and view all the answers

For a complex number in polar form, what does increasing the argument by $2\pi$ correspond to?

<p>The exact same point in the complex plane. (D)</p> Signup and view all the answers

If $z_1 = r_1e^{j\theta_1}$ and $z_2 = r_2e^{j\theta_2}$, what is the product, $z_1z_2$, in exponential form?

<p>$r_1r_2e^{j(\theta_1 + \theta_2)}$ (C)</p> Signup and view all the answers

Given $z_1 = r_1(\cos(\theta_1) + j\sin(\theta_1))$ and $z_2 = r_2(\cos(\theta_2) + j\sin(\theta_2))$, express $z_1/z_2$ in polar form.

<p>$\frac{r_1}{r_2}(\cos(\theta_1 - \theta_2) + j\sin(\theta_1 - \theta_2))$ (D)</p> Signup and view all the answers

What does De Moivre's Theorem primarily help in simplifying?

<p>Finding roots and powers of complex numbers. (C)</p> Signup and view all the answers

According to De Moivre's Theorem, if $z = r(\cos \theta + j \sin \theta)$, what is $z^n$?

<p>$r^n(\cos (n\theta) + j \sin (n\theta))$ (B)</p> Signup and view all the answers

What is the primary branch of a multi-valued complex function defined by?

<p>The branch where the argument is restricted to a particular range. (A)</p> Signup and view all the answers

What range is commonly used for the argument $\theta$ in the standard convention for the primary value of a complex function?

<p>$\theta \in [-\pi, \pi)$ (C)</p> Signup and view all the answers

Which adjustment is required for calculating the argument $\theta$ of a complex number in the third quadrant using the positive convention?

<p>Add $\pi$. (B)</p> Signup and view all the answers

What is the formula for finding the nth roots of complex number z in polar form.

<p>$z_k = \sqrt[n]{r} [\cos(\frac{\theta + 2\pi k}{n}) + j \sin(\frac{\theta + 2\pi k}{n})] $ (A)</p> Signup and view all the answers

When finding the cube roots of a complex number, how many distinct roots should you expect to find?

<p>3 (D)</p> Signup and view all the answers

Given $z=x+jy$, what is the general form of the complex logarithm $ln(z)$?

<p>$ln(r) + j(\theta + 2\pi k)$ (B)</p> Signup and view all the answers

What is the principal value of the complex logarithm used for guaranteeing a unique output?

<p>Restricting the argument to the interval $(-\pi, \pi]$. (B)</p> Signup and view all the answers

If $w$ is a complex exponent, What is $z^w$ equivalent to?

<p>$e^{w \cdot ln(z)}$ (D)</p> Signup and view all the answers

In complex analysis, how are trigonometric functions like sine and cosine defined using complex exponentials?

<p>Using Euler's formula, related to complex exponentials. (C)</p> Signup and view all the answers

According to Euler's formula, how is $\cos(\theta)$ expressed in terms of complex exponentials?

<p>$\frac{e^{j\theta} + e^{-j\theta}}{2}$ (A)</p> Signup and view all the answers

If $z = x + jy$, how is $\cos(z)$ defined in terms of trigonometric and hyperbolic functions?

<p>$\cos(x)\cosh(y) - j\sin(x)\sinh(y)$ (D)</p> Signup and view all the answers

Given $z = x + jy$, how is $\sinh(z)$ defined?

<p>$\sinh(x)\cos(y) + j\cosh(x)\sin(y)$ (A)</p> Signup and view all the answers

What expression defines the inverse cosine function, $\cos^{-1}(z)$, for a complex number $z$?

<p>$-j \ln(z + \sqrt{z^2 - 1})$ (C)</p> Signup and view all the answers

Which of the following expressions gives the result of $\sin^{-1}(z)$?

<p>$\sin^{-1}(z) = -j\ln(jz + \sqrt{1 -z^2})$ (B)</p> Signup and view all the answers

What are the real and imaginary components, respectively, of the complex number that results when $z = -1 + j$?

<p>$\sqrt{2}$ and $\frac{3\pi}{4}$ (A)</p> Signup and view all the answers

What are the real and imaginary components respectively, of the complex number represented in the given equation: $(2 + 2j)^{(1+j)}$?

<p>ln(2 * sqrt(2)) − π/4, ln(2 * sqrt(2)) + π/4 (D)</p> Signup and view all the answers

What is the exponential form $z = \sqrt{3} - j$?

<p>$2 e^{-j\frac{\pi}{6}}$ (C)</p> Signup and view all the answers

What is the rectangular form of $z = 4\angle\frac{\pi}{3}$?

<p>$2 + j2\sqrt{3}$ (D)</p> Signup and view all the answers

Flashcards

Complex Number

A number in the form a + bi, where 'a' is the real part and 'b' is the imaginary part, and 'i' is the imaginary unit (√-1).

Closure Property (Addition)

States that for any two complex numbers z₁ and z₂, their sum (z₁ + z₂) is also a complex number.

Commutative Property (Addition)

States that for any two complex numbers z₁ and z₂, the sum is the same regardless of the order: z₁ + z₂ = z₂ + z₁.

Associative Property (Addition)

States that how complex numbers are grouped in addition doesn't change the sum: (z₁ + z₂) + z₃ = z₁ + (z₂ + z₃).

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Additive Identity

A complex number 0 = 0 + 0i, such that for any complex number z, z + 0 = 0 + z = z.

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Additive Inverse

For every complex number z, there exists a complex number -z such that z + (-z) = (-z) + z = 0.

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Closure Property (Multiplication)

States that for any two complex numbers z₁ and z₂, their product (z₁ * z₂) is also a complex number.

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Commutative Property (Multiplication)

The product is the same regardless of the order: z₁ * z₂ = z₂ * z₁.

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Associative Property (Multiplication)

How complex numbers are grouped in multiplication doesn't change the product: (z₁ * z₂) * z₃ = z₁ * (z₂ * z₃).

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Multiplicative Identity

A complex number 1 = 1 + 0i, such that for every complex number z, z * 1 = 1 * z = z.

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Multiplicative Inverse

For any nonzero complex number z, there exists a complex number w such that z * w = w * z = 1. w is denoted by z⁻¹.

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Distributive Property

z₁(z₂ + z₃) = z₁z₂ + z₁z₃ and (z₁ + z₂)z₃ = z₁z₃ + z₂z₃.

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Equality of Complex Numbers

Two complex numbers are equal if and only if their real parts are equal and their imaginary parts are equal.

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Conjugate of a Complex Number

If z = x + jy, its conjugate, denoted by (\overline{z}), is given by (\overline{z}) = x - jy.

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Addition of Complex Numbers

Combine their real parts and their imaginary parts separately. z₁ + z₂ = (x₁ + x₂) + j(y₁ + y₂).

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Subtraction of Complex Numbers

Subtract their real parts and their imaginary parts. z₁ - z₂ = (x₁ - x₂) - j(y₁ + y₂).

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Multiplication of Complex Numbers

Use the distributive property (or FOIL method), remember that j² = -1. z₁z₂ = (x₁x₂ - y₁y₂) + j(x₁y₂ + x₂y₁).

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Division of Complex Numbers

Multiply the numerator and denominator by the conjugate of the denominator. z₁/z₂ = ((x₁+jy₁)(x₂-jy₂))/(x₂²+y₂²).

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Complex Plane

Complex numbers can be graphically represented in the complex plane with real part on horizontal axis and imaginary part on vertical axis.

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Rectangular (Standard) Form

Represented as z = x + jy where x is the real part, y is the imaginary part, and j is the imaginary unit.

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Polar Form

Represented as z = r(cosθ + jsinθ) or z = r∠θ where r is the modulus and θ is the argument.

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Modulus

The distance between the complex number and the origin in the complex plane. r = |z| = √(x² + y²).

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Argument

The angle θ that the complex number makes with the positive real axis. θ = arg(z) = tan⁻¹(y/x).

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Exponential Form

Represented as z = re^(jθ) where r is the modulus and θ is the argument.

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Multiplication in Polar/Exponential Form

Magnitude is the product of the magnitudes, and the angle is the sum of their angles. z₁z₂ = r₁r₂[cos(θ₁ + θ₂) + j sin(θ₁ + θ₂)] = r₁r₂e^(j(θ₁+θ₂)).

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Division in Polar/Exponential Form

Magnitude is the ratio of the magnitudes, and the angle is the difference between their angles. z₁/z₂ = (r₁/r₂)[cos(θ₁ - θ₂) + j sin(θ₁ - θ₂)] = (r₁/r₂)e^(j(θ₁-θ₂)).

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De Moivre's Theorem

Allows for easy computation of the power of a complex number in polar or exponential form. zm = rm[cos(mθ) + j sin(mθ)] = r^m*e^(jmθ).

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Multi-Valued Functions

These functions often arise when dealing with complex roots, logarithms, or other operations that involve complex numbers, particularly in polar or exponential form.

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Primary Branch

Specific, single branch of a multi-valued function restricted to a particular range, often -π < θ ≤ π.

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Primary Value

The specific value of the multi-valued function that corresponds to the primary branch.

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General Value

Accounts for all possible values the function can take, resulting from the periodic nature of the function.

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Complex Roots in Polar Form

Complex Roots in Polar Form formula: ( z_k = \sqrt[n]{r} \left[ cos \left( \frac{\theta + 2\pi k}{n} \right) + i sin \left( \frac{\theta + 2\pi k}{n} \right) \right])

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Complex Roots in Exponential Form

Complex Roots in Exponential Form formula: ( z_\text{k} = \sqrt[n]{r} \cdot e^{\frac{i(\theta + 2\pi k)}{n}} )

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Complex Logarithm

Formula: ln(z) = ln r + jθ, where r is the modulus and θ is the argument of the complex number

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Principal Value of Complex Logarithm

Principal logarithim value of the formula: ln(z) = ln r + jθ with −π < θ ≤ π.

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General Value of Complex Logarithm

General Value complex Logarithim formula: ln(z) = ln r + j[θ + (360°)k]

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Complex Power

Complex exponent formula W = ( e^{w \ln z})

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Eulers relation formula

Euler formula: ejθ = cos θ + j sin θ.

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Trigonometric functions

Trigonometric functions sin z = sin(x + jy) = sin x cosh y – j cos x sinh y.

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Study Notes

Introduction

  • Real numbers form the basis for solving mathematical equations.
  • Quadratic equations such as x² - 4 = 0 have two real solutions, e.g., x = ±2.
  • However, not all quadratic equations have real solutions, x² + 1 = 0 results in x² = -1, which had no real solution until complex numbers.

Italian Mathematician Gerolamo Cardano

  • The need for complex numbers arose when solving cubic equations.
  • The set of real numbers was found to be insufficient for certain algebraic expressions.

Complex Numbers

  • The imaginary unit i was introduced, where i = √-1, allowing mathematicians to solve previously unsolvable equations.
  • Carl Friedrich Gauss refined the concept and introduced the term "complex number."
  • Complex numbers became essential tools in mathematics, physics, and engineering.

Complex Number Definition

  • Complex numbers are expressed as ordered pairs, typically denoted by z, and written as z = a + bi, where a is the real part and b is the imaginary part.
  • In engineering, j is used instead of i for the imaginary unit, with the complex number written as z = x + jy, where x is real and y is the imaginary part.

Complex Numbers and Fields

  • Complex numbers form an algebraic structure called a field
  • Fields use operations such as addition, subtraction, multiplication, and division (except by zero).
  • Fields also includes properties like closure, associativity, commutativity, identity, inverses, and distributivity.

Properties of Complex Numbers

Closure Property (Addition and Multiplication)

  • For any two complex numbers z₁ and z₂, both the sum z₁ + z₂ and the product z₁z₂ are also complex numbers.

Commutative Property (Addition and Multiplication)

  • For any two complex numbers z₁ and z₂, z₁ + z₂ = z₂ + z₁ and z₁z₂ = z₂z₁.

Associative Property (Addition and Multiplication)

  • For any three complex numbers z₁, z₂, and z₃, (z₁ + z₂) + z₃ = z₁ + (z₂ + z₃) and (z₁z₂)z₃ = z₁(z₂z₃).

Additive Identity

  • There is a complex number 0 = 0 + 0i such that for every complex number z, z + 0 = 0 + z = z.
  • The number 0 = 0 + 0i is known as the additive identity.

Additive Inverse

  • For every complex number z, there exists a complex number -z such that z + (-z) = (-z) + z = 0.
  • -z is called the additive inverse of z.

Multiplicative Identity

  • There exists a complex number 1 = 1 + 0i such that, for every complex number z, z * 1 = 1 * z = z.
  • The complex number 1 = 1 + 0i is known as the multiplicative identity.

Multiplicative Inverse

  • There exists a complex number w, for any non-zero complex number z, such that z * w = w * z = 1.
  • w is called the multiplicative inverse of z, and is denoted by z⁻¹.

Distributive Property

  • Distributive property dictates that for any three complex numbers z₁, z₂, and z₃, z₁(z₂ + z₃) = z₁z₂ + z₁z₃ and (z₁ + z₂)z₃ = z₁z₃ + z₂z₃.

Equality of Complex Numbers

  • Two complex numbers are equal if and only if their real parts are equal and their imaginary parts are equal.
  • If z₁ = x + jy and z₂ = a + jb where x, y, a, and b are real numbers, then z₁ = z₂ if and only if x = a and y = b.

Conjugate Property of Complex Numbers

  • The conjugate of a complex number simplifies complex arithmetic, especially with division or finding the modulus.
  • For a complex number z = x + jy (where x is the real part and y is the imaginary part), the conjugate, denoted by z̄, is given by z̄ = x - jy.
  • The conjugate is made by changing the sign of the imaginary part while keeping the real part the same.

Basic Operations of Complex Numbers

Addition

  • Add complex numbers by combining their real and imaginary parts separately.
  • Formula: z₁ + z₂ = (x₁ + x₂) + j(y₁ + y₂)
  • Example: Given z₁ = 6 + j7 and z₂ = 3 - j5, (6 + j7) + (3 - j5) = (6 + 3) + j(7 - 5) = 9 + j2.

Subtraction

  • Subtract complex numbers by subtracting their real and imaginary parts separately.
  • Formula: z₁ - z₂ = (x₁ + x₂) - j(y₁ + y₂)
  • Example: Given z₁ = 12 + j6 and z₂ = 4 + j5, (12 + j6) - (4 + j5) = (12 - 4) + j(6 - 5) = 8 + j.

Multiplication

  • Multiply complex numbers using the distributive property and remembering that j² = -1.
  • Formula: z₁z₂ = (x₁x₂ - y₁y₂) + j(x₁y₂ + x₂y₁)
  • Example: (2 - j)(3 + j) = 6 + j2 - j3 - j² = 6 + j2 - j3 + 1 = 7 - j.

Multiplying a Complex Number by its Conjugate

  • Multiplying a complex number by its conjugate results in a real number
  • z * z̄ = |z|²
  • If given z = 3 + j2, and z̄ = 3 – j2, formula application: (3 + j2)(3 – j2) = 9 − (−4) = 13

Division

  • To divide complex numbers, multiply the numerator and denominator by the conjugate of the denominator in order to remove the imaginary part in the denominator.
  • z₁/z₂ = ((x₁ + jy₁)(x₂ - jy₂))/(x₂² + y₂²)
  • Example: (3 – j)/(4 + j2) = ((3 – j)(4 – j2)) / ((4 + j2)(4 – j2)) = (12 – j6 – j4 + (-1)2) / (16 – (-4)) = (10 – j10) / 20 = 1/2 - j(1/2)

Graphical Representation of Complex Numbers

  • Complex numbers can be represented graphically on a complex plane.
  • The horizontal axis represents the real part, and the vertical axis represents the imaginary part.
  • This representation allows for a visual understanding of complex numbers and their operations.
  • The complex number of z = a + bi can be represented as a point P(a,b) in a complex plane.

Plotting Complex Numbers

  • For the complex number z = 3 + 4i, the complex number is plotted by moving 3 units to the right on the x-axis, and 4 units up on the y-axis

Standard Form

  • Rectangular (Standard) Form: z = x + jy, where x represents the real part of the complex number, y the imaginary part, and j the imaginary unit.

Polar Form

  • Represents a complex number based on magnitude (modulus) and angle (argument).
  • Given by z = r(cosθ + jsinθ) or z = r∠θ, where r is the modulus (or absolute value) and θ is the argument (or angle).

Modulus (r)

Modulus

  • The modulus "r" (or absolute value) measures the distance between the complex number and the origin in the complex plane.
  • It is found using the formula r = |z| = √(x² + y²).

Argument (θ)

Argument

  • Is the angle θ that the complex number forms with the positive real axis on the complex plane.
  • The angle is measured counterclockwise from the positive real axis. The argument of z = x + jy, denoted as arg(z), is calculated as θ = arg(z) = tan⁻¹(y/x).

Sample Problem: Converting Rectangular Form to Polar Form

  • Given z = 3 + j4, we find |z| = √(3² + 4²) = 5 and θ = tan⁻¹(4/3) ≈ 0.927 rad, which leads to z = 5(cos 0.927 + jsin 0.927) or z = 5∠0.927.

Exponential Form

  • Expessed using Euler's Formula, any complex number z = r(cosθ + jsinθ) can be re-written in exponential form
  • z = reʲθ, where r is the modulus and θ is the argument (or angle).

Sample Problems (Exponential Form)

Sample 1

  • Converting z = 1 + i to exponential form; |z| = √(1² + 1²) = √2 and θ = arg(z) = tan⁻¹(1/1) = π/4 rad, thus z = √2*e^(jπ/4).

Sample 2

  • Converting z = −1 − j√3 to exponential form; |z| = √((-1)² + (- √3)²) = 2 and θ = arg(z) = tan⁻¹((-√3)/-1) = π + π/3 = 4π/3 rad, thus z = 2e^(j4π/3).

Advanced Operations of Complex Numbers

Multiplication using Polar or Exponential Form

  • The product of two complex numbers is a complex number whose magnitude is the product of the magnitudes of the individual numbers, and whose angle is the sum of their angles.
  • Formaula: z₁z₂ = r₁r₂[cos(θ₁ + θ₂) + j sin(θ₁ + θ₂)] = r₁r₂e^(j(θ₁+θ₂))

Division Using Polar or Exponential Form

  • The quotient of two complex numbers is a complex number whose magnitude is the ratio of the magnitudes of the individual numbers, and whose angle is the difference between their angles.
  • z₁/z₂ = (r₁/r₂)[cos(θ₁ - θ₂) + j sin(θ₁ - θ₂)] = (r₁/r₂)e^(j(θ₁-θ₂))

Complex Power

Integer Exponents; De Moivre's Theorem

  • Allows the easy computation of the power of a complex number in polar or exponential form.
  • To raise a complex number to an integer power, raise the magnitude r to the power of n, and multiply the angle θ by n.
  • For a complex number z=re^(jθ) = r(cos θ+ jsin θ), then z^n = r^n * e^(jnθ)
  • z^n = r^n(cos(θ*)n + jsin θ*n)

Complex Roots

Polar Form

  • Formula for finding the nth roots of a complex number:

  • zₖ = ⁿ√r [cos((θ + 2πk)/n) + i sin((θ + 2πk)/n)] (Radian Measurement)

Rectangular Form

  • zₖ = ⁿ√r [cos((θ + 360° * k)/n) + i sin((θ + 360° * k)/n)] (Degree Measurement)

General

  • Note the value obtained when k=0 gets the principal values

Complex Logarithm

  • Gives a complex number as defined Formula
  • ln(z) = lnr + jθ
  • r is the modulus
  • the angle is the argument
  • the logarithim of a compolex number has multiple values

Primary Values Formula

  • ln(z) = lnr+ jө

General

  • z = x +jy

  • The logarithim has multiple values due to the periodic nature of the arguement

  • express using general values is given using *formual for finding the nth roots of a complex number:

  • zₖ = ⁿ√r [cos((θ + 2πk)/n) + i sin((θ + 2πk)/n)] (Radian Measurement)

Complex Power

  • Also known as, Complex Exponent.
  • Operation of taking a complex number by another
  • using formula z^w = e^wln z)

Euler's Relation

  • States that trigonometric functions have a relationship with exponential functions
  • Formula e^jθ = cos θ + j sin θ
  • inverse form: e^{-jθ} = cos θ − j sin θ

Trigonometric and Hyperbolic Functions Expressed

  • cos θ =(e^{jθ}+ e^{-jθ})/2
  • sin θ = (e^{jθ}-e^{-jθ})/2j
  • cosh x = (x+ e^{-x}))/2
  • sinh x = (e^{x}- e^{-x}))/2

Trigonometric Functions For Complex Numbers

  • cos z = cos(x + jy) = cos x cosh y – j sin x sinh y
  • sin z = sin(x + jy) = sin x cosh y – j cos x sinh y

Trigonometric Functions For Complex Numbers

  • sinh z = sinh (x+jy) = sinhx cosy – j coshx siny
  • cosh z = cosh (x+jy) = coshx cosy – j sinh x sin y

Inverse

  • Inverse trigonometric funnctions can be extended to complex umbers cos^{-1} = cos ^{-1}(x+jy) + -j ln(z(+-) Square root(z-1)) sin^{-1} = sin ^{-1}(x+jy) + -j ln(iz(+-) Square root(z-1))

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