More Optimization
From designing minimal-cost packaging to finding the fastest route across different terrains. The math gets messier, but the strategy stays the same.
Advanced Strategies
Distance Problems
Tip: Minimize the square of distance instead of . It avoids the messy square root derivative and gives the same location for the minimum.
Geometry Constraints
Often involves Volume vs Surface Area. Use the fixed volume to solve for in terms of .
Worked Example: Closest Point
Minimizing Distance
Find the point on the parabola that is closest to the point .
Distance Minimizer
Distance: 4.12
Notice the Minimum Distance occurs where the connector is perpendicular to the tangent.
Substitute :
If , then .
Point is .
Level Up Examples
Example A: The Efficient Can
Design a cylindrical can with volume to minimize material (Surface Area).

Sub h:
Example B: Optimal Path
Dog runs at and swims at . Ball is down shore and out. How far down the shore () should it run before jumping in?

Run meters, Swim diagonal to .
Set :
Squaring both sides and solving yields meters.
Run almost all the way there to maximize the faster land speed!
Practice Quiz
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