Unit 4: Contextual Applications

Real-world applications of differentiation

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📋 Unit Overview

Unit 4 brings calculus to life with real-world applications. You'll learn how to:

  • Interpret derivatives in context
  • Solve related rates problems
  • Find local and global extrema
  • Apply the Mean Value Theorem
  • Use derivatives to analyze functions
  • Solve optimization problems
💡 Key Insight: This unit shows why calculus is so powerful - it helps us solve real problems! From finding the optimal dimensions of a box to determining when a population is growing fastest, derivatives give us the tools to make informed decisions in the real world.

📊 Interpreting Derivatives in Context

What Does a Derivative Tell Us?

In real-world contexts, derivatives represent rates of change:

f'(x) = rate of change of f(x) with respect to x

Units: (units of f) per (units of x)

🎯 Key Concept

Always include units when interpreting derivatives in context. The derivative tells us how fast something is changing at a specific moment.

📝 Example 4.1: Population Growth

If P(t) represents the population of a city at time t (in years), then P'(t) represents:

  • P'(5) = 2,000 means the population is growing at 2,000 people per year when t = 5
  • P'(10) = -500 means the population is decreasing at 500 people per year when t = 10

Common Derivative Interpretations

Context Function Derivative Meaning Units
Position s(t) Velocity m/s or ft/s
Velocity v(t) Acceleration m/s² or ft/s²
Volume V(r) Rate of volume change cm³/cm or in³/in
Temperature T(t) Rate of temperature change °C/min or °F/hour
Cost C(x) Marginal cost $ per item

⚡ Related Rates

Understanding Related Rates

Related rates problems involve finding how one quantity changes with respect to time when you know how another related quantity changes:

1. Identify what you're looking for
2. Write an equation relating the variables
3. Differentiate with respect to time
4. Substitute known values and solve
🎯 Key Concept

Always draw a diagram and label all known and unknown quantities. This helps you see the relationships between variables.

📝 Example 4.2: Expanding Circle

A circle's radius is increasing at 3 cm/s. How fast is the area increasing when the radius is 5 cm?

Solution:

1) We want dA/dt when r = 5

2) A = πr² (area of circle)

3) dA/dt = 2πr · dr/dt (chain rule)

4) dA/dt = 2π(5)(3) = 30π cm²/s

Common Related Rates Problems

Geometry Problems
  • Expanding/contracting shapes
  • Ladder sliding down wall
  • Conical tank filling
  • Distance between moving objects
Physics Problems
  • Particle motion
  • Volume of expanding gas
  • Temperature changes
  • Pressure variations

📈 Local and Global Extrema

Finding Critical Points

Critical points occur where f'(x) = 0 or f'(x) is undefined:

1. Find f'(x)
2. Set f'(x) = 0 and solve for x
3. Find where f'(x) is undefined
4. Check endpoints if applicable
📝 Example 4.3: Finding Critical Points

Find all critical points of f(x) = x³ - 3x² + 2 on [-1, 3]

Solution:

1) f'(x) = 3x² - 6x = 3x(x - 2)

2) Set f'(x) = 0: 3x(x - 2) = 0

3) So x = 0 or x = 2

4) Check endpoints: x = -1 and x = 3

5) Critical points: x = -1, 0, 2, 3

First and Second Derivative Tests

First Derivative Test

For a critical point x = c:

  • If f' changes from + to - at c: local maximum
  • If f' changes from - to + at c: local minimum
  • If f' doesn't change sign: neither
Second Derivative Test

For a critical point x = c:

  • If f''(c) > 0: local minimum
  • If f''(c) < 0: local maximum
  • If f''(c) = 0: test is inconclusive

📐 Mean Value Theorem

The Mean Value Theorem (MVT) states:

If f is continuous on [a,b] and differentiable on (a,b),
then there exists c in (a,b) such that:
f'(c) = [f(b) - f(a)]/(b - a)
🎯 Key Concept

The MVT guarantees that somewhere between a and b, the instantaneous rate of change equals the average rate of change.

📝 Example 4.4: Applying MVT

For f(x) = x² on [1, 3], find the value of c guaranteed by MVT

Solution:

1) f'(x) = 2x

2) f(1) = 1, f(3) = 9

3) Average rate: [f(3) - f(1)]/(3 - 1) = (9 - 1)/2 = 4

4) Set f'(c) = 4: 2c = 4, so c = 2

5) Check: 2 is in (1, 3) ✓

🎯 Optimization Problems

Steps for Optimization

To solve optimization problems:

1. Identify what you want to maximize/minimize
2. Write an equation for the quantity to optimize
3. Use constraints to eliminate variables
4. Find critical points
5. Check endpoints and critical points
6. Answer the question
📝 Example 4.5: Box Optimization

Find the dimensions of a rectangular box with volume 1000 cm³ that has minimum surface area.

Solution:

1) Let x, y, z be the dimensions

2) Volume: V = xyz = 1000, so z = 1000/(xy)

3) Surface area: S = 2xy + 2xz + 2yz = 2xy + 2000/y + 2000/x

4) Find critical points: ∂S/∂x = 2y - 2000/x² = 0

5) This gives x = y = 10, so z = 10

6) The optimal box is a cube: 10 × 10 × 10 cm

🧮 Practice Problems

Problem 1

A spherical balloon is being inflated at a rate of 10 cm³/s. How fast is the radius increasing when the radius is 5 cm?

Solution:

1) We want dr/dt when r = 5

2) Volume: V = (4/3)πr³

3) Differentiate: dV/dt = 4πr² · dr/dt

4) Substitute: 10 = 4π(5)² · dr/dt

5) Solve: dr/dt = 10/(100π) = 1/(10π) cm/s

Problem 2

Find the maximum area of a rectangle inscribed in a semicircle of radius 2.

Solution:

1) Let the rectangle have width 2x and height y

2) From the semicircle: x² + y² = 4, so y = √(4 - x²)

3) Area: A = 2xy = 2x√(4 - x²)

4) Find critical points: A' = 2√(4 - x²) + 2x(-x)/√(4 - x²) = 0

5) This gives x = √2, so y = √2

6) Maximum area: A = 2(√2)(√2) = 4

Problem 3

A ladder 10 feet long rests against a vertical wall. If the bottom of the ladder slides away from the wall at 1 ft/s, how fast is the top sliding down when the bottom is 6 feet from the wall?

Solution:

1) We want dy/dt when x = 6

2) From Pythagorean theorem: x² + y² = 100

3) When x = 6: y = 8

4) Differentiate: 2x(dx/dt) + 2y(dy/dt) = 0

5) Substitute: 2(6)(1) + 2(8)(dy/dt) = 0

6) Solve: dy/dt = -12/16 = -3/4 ft/s

7) The top is sliding down at 3/4 ft/s

💡 Exam Tips

🎯 Multiple Choice
  • Always include units in your answers
  • Draw diagrams for related rates problems
  • Check that your answer makes sense
  • Remember to check endpoints in optimization
✍️ Free Response
  • Show all steps clearly
  • State what you're looking for
  • Write the equation before differentiating
  • Answer the question asked
⚠️ Common Mistakes:
  • Forgetting to include units
  • Not checking endpoints in optimization
  • Mixing up what you're looking for
  • Not drawing diagrams for related rates

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➡️ What's Next?

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In Unit 5, you'll learn about analytical applications of differentiation including L'Hôpital's rule and advanced curve sketching.

Go to Unit 5: Analytical Applications →