Fractal Dimension Examples 85A2A6
1. **Stating the problem:** We want to explain the fractal dimension examples for the square line, cube, and Sierpinski triangle so your classmates can understand how dimension relates to scaling and mass.
2. **Formula and concept:** The fractal dimension $D$ is found by the formula $$D = \frac{\log(\text{number of self-similar pieces})}{\log(\text{scaling factor denominator})}$$ where the scaling factor is how much each piece is scaled down from the original.
3. **Example 1: Line (1D)**
- Scaling factor is $\frac{1}{2}$ because the line is cut into 2 equal parts.
- Mass scaling factor is $\frac{1}{2}$ since length scales linearly.
- Dimension $D = 1$ because $\left(\frac{1}{2}\right)^1 = \frac{1}{2}$.
- Explanation: The line is 1-dimensional because when you halve its length, the mass (length) halves too.
4. **Example 2: Square (2D)**
- Scaling factor is $\frac{1}{2}$ for each side.
- Mass scaling factor is $\frac{1}{4} = \left(\frac{1}{2}\right)^2$ because area scales with the square of the side length.
- Dimension $D = 2$ because $\left(\frac{1}{2}\right)^2 = \frac{1}{4}$.
- Explanation: The square is 2-dimensional because halving each side reduces the area by a factor of 4.
5. **Example 3: Cube (3D)**
- Scaling factor is $\frac{1}{2}$ for each edge.
- Mass scaling factor is $\frac{1}{8} = \left(\frac{1}{2}\right)^3$ because volume scales with the cube of the side length.
- Dimension $D = 3$ because $\left(\frac{1}{2}\right)^3 = \frac{1}{8}$.
- Explanation: The cube is 3-dimensional because halving each edge reduces the volume by a factor of 8.
6. **Example 4: Sierpinski triangle (fractal dimension)**
- Scaling factor is $\frac{1}{2}$ for each side.
- Mass scaling factor is $\frac{1}{3}$, which is not a simple power of $\frac{1}{2}$.
- Dimension $D = \frac{\log 3}{\log 2} \approx 1.585$.
- Explanation: The Sierpinski triangle is a fractal with a dimension between 1 and 2, meaning it is more complex than a line but less than a full 2D shape. It scales by removing parts, so its "mass" decreases differently than normal shapes.
7. **Summary:**
- The dimension tells us how the mass (length, area, volume) scales when the object is reduced.
- Integer dimensions (1, 2, 3) correspond to normal geometric shapes.
- Non-integer fractal dimensions (like 1.585) describe complex shapes that fill space in unusual ways.
This explanation helps your classmates see how dimension relates to scaling and complexity in fractals and normal shapes.