Derivatives - Examples
- Calculating the derivative of a function at a given point
- Finding the first derivative of a function
- Identifying the critical points of a function
- Determining the relative extrema of a function
- Understanding the role of derivatives in optimization problems
Example 1: Finding the derivative at a point
Given the function f(x) = 3x^2 - 4x + 2, find f’(1).
- Apply the power rule: d/dx(x^n) = nx^(n-1)
- Taking the derivative term by term, we get f’(x) = 6x - 4
- Substitute x = 1 into f’(x) to find f’(1) = 2
Example 2: Finding the first derivative
Find f’(x) for the function f(x) = 4x^3 - 6x^2 + 5x - 3.
- Apply the power rule to each term: d/dx(x^n) = nx^(n-1)
- Taking the derivative term by term, we get f’(x) = 12x^2 - 12x + 5
Example 3: Identifying critical points
Given the function f(x) = x^3 - 6x^2 + 9x - 2, find the critical points.
- Critical points occur when the first derivative is equal to zero or undefined
- Find the first derivative: f’(x) = 3x^2 - 12x + 9
- Set f’(x) = 0 and solve for x to find the critical points
Example 4: Finding relative extrema
Given the function f(x) = x^4 - 8x^2 + 5, determine the relative extrema.
- Locate the critical points by setting the first derivative equal to zero: f’(x) = 4x^3 - 16x = 0
- Solve for x to obtain the critical points
- Test the values of f’’(x) to check for relative extrema
Example 5: Optimization problem
A rectangular field is to be enclosed by a fence on three sides, with a river acting as the fourth side. Find the dimensions of the field that maximize its area.
- Define variables and parameters
- Set up an equation representing the area of the field
- Calculate the first and second derivatives to find critical points
- Determine the dimensions that maximize the area
Note: Please continue creating slides 7 to 10.
Partial Derivatives
- Definition and concept of partial derivatives
- Calculating partial derivatives with respect to one variable while holding others constant
- Notation: ∂z/∂x or fz, x
- Example: Find the partial derivative of z = x^2 + y^2 with respect to x
Chain Rule
- Understanding the concept of the chain rule
- Applying the chain rule to find derivatives of composite functions
- Notation: (f ∘ g)’(x) = f’(g(x)) * g’(x)
- Example: Find the derivative of f(x) = sin(2x)
Implicit Differentiation
- Definition and concept of implicit differentiation
- Applying implicit differentiation to find derivatives of implicitly defined functions
- Notation: d/dx
- Example: Find the derivative of x^2 + y^2 = 25 with respect to x
Higher Order Derivatives
- Understanding higher order derivatives
- Definition of second order derivative and higher order derivatives
- Notation: f’’(x), f’’’(x), f^(4)(x)
- Example: Find the second derivative of f(x) = 3x^3 + 2x^2
- Understanding related rates problems
- Identifying variables and rates of change
- Applying derivative rules to find the desired rate of change
- Example: A ladder is sliding down a wall at a rate of 2 m/s. Find the rate at which the base of the ladder is moving away from the wall when the top of the ladder is 5 m above the ground
Optimization
- Concept of optimization problems
- Formulating optimization problems using mathematical functions
- Using derivatives to find critical points and determine maximum or minimum values
- Example: Find the dimensions of a rectangular field with fixed perimeter that maximize its area
Concavity and Points of Inflection
- Understanding concavity and points of inflection
- Determining concavity using the second derivative test
- Identifying points of inflection
- Example: Find the points of inflection for f(x) = x^3 - 3x^2 + 2x
Mean Value Theorem
- Understanding the Mean Value Theorem
- Statement and conditions of the Mean Value Theorem
- Applying the Mean Value Theorem to find points where the derivative equals the average rate of change
- Example: Find a point c in the interval [1, 4] that satisfies f’(c) = (f(4) - f(1))/(4-1)
L’Hôpital’s Rule
- Understanding L’Hôpital’s Rule
- Applying L’Hôpital’s Rule to evaluate limits involving indeterminate forms
- Conditions for applying L’Hôpital’s Rule
- Example: Evaluate the limit of (x - sin(x))/x^3 as x approaches 0
Newton’s Method
- Concept of Newton’s method for finding approximate roots of equations
- Iterative process of Newton’s method
- Calculating new approximations using the formula: x(n+1) = x(n) - f(x(n))/f’(x(n))
- Example: Use Newton’s method to find an approximation for the root of f(x) = x^3 - 2x^2 - 4x + 8
Exponential and Logarithmic Functions
- Definition and concept of exponential and logarithmic functions
- Properties of exponential and logarithmic functions
- Examples: f(x) = e^x, g(x) = log(x)
Derivatives of Exponential Functions
- Applying the derivative rules to exponential functions
- Finding the derivatives of functions with base e
- Example: Find the derivative of f(x) = 2^x
Derivatives of Logarithmic Functions
- Applying the derivative rules to logarithmic functions
- Finding the derivatives of functions with base e
- Example: Find the derivative of f(x) = log(x)
Derivatives of Trigonometric Functions
- Applying the derivative rules to trigonometric functions
- Finding the derivatives of basic trigonometric functions
- Example: Find the derivative of f(x) = sin(x)
Derivatives of Inverse Trigonometric Functions
- Applying the derivative rules to inverse trigonometric functions
- Finding the derivatives of basic inverse trigonometric functions
- Example: Find the derivative of f(x) = arcsin(x)
Derivatives of Hyperbolic Functions
- Definition and concept of hyperbolic functions
- Applying the derivative rules to hyperbolic functions
- Example: Find the derivative of f(x) = sinh(x)
Indefinite Integration
- Understanding indefinite integration
- Rules of integration
- Example: Find the antiderivative of f(x) = 3x^2
Definite Integration
- Understanding definite integration
- Calculation of the definite integral using the antiderivative
- Example: Evaluate the definite integral of f(x) = 2x^2 from x=1 to x=3
Integration by Substitution
- Applying the method of substitution to simplify integrals
- Recognizing when to use substitution
- Example: Evaluate the integral ∫(5x + 2)^3 dx
Integration by Parts
- Applying the method of integration by parts
- Recognizing when to use integration by parts
- Example: Evaluate the integral ∫x ln(x) dx