Absolute Extrema
Finding the absolute highest and lowest points on a map.
Introduction
In 1D calculus, to find the absolute max/min on , we checked critical points AND the endpoints and .
In 3D, our "endpoints" become a boundary curve. We calculate the extrema on the inside (critical points) and on the edge (boundary).
Extreme Value Theorem
If is continuous on a closed, bounded set , then attains an absolute maximum and an absolute minimum on .
"Closed" means it includes the boundary (like vs ). "Bounded" means it's finite in size.
The Process
Step 1: Inside
Find critical points inside the region.
- Solve .
- Keep only points inside .
- Evaluate at these points.
Step 2: Boundary
Maximize/Minimize on the edge.
- Parameterize the boundary (e.g. or ).
- Turn it into a 1D calculus problem.
- Evaluate at these boundary extrema.
Interactive: Constrained Max/Min
Worked Examples
Example 1: Extrema on a Square
Find absolute extrema of on the square .
Step 1: Check Interior
. is on boundary, technically. Value: -1.
Step 2: Check Boundaries
- Corners: , , , .
- Edges: Min of is at (-1).
Step 3: Compare
Max: 4. Min: -1.
Example 2: Triangular Region
Maximize on triangle with vertices .
1. Critical Points:
. Value: 0.
2. Boundary:
- (bottom): .
- (left): .
- Hypotenuse (): Substitute into f:
.
.
If . Value .
Absolute Max: 2. Absolute Min: 0.
Example 3: Circular Boundary
Find Absolute Max of on disk .
1. Interior:
. Value: 0.
2. Boundary:
Circle .
Sub into f: for .
Max of is at (Value 2). Min at (Value 1).
Absolute Max: 2 (at ).
Absolute Min: 0 (at ).
Practice Quiz
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