Exponential Growth and Doubling Notes

Exponential Growth and Doubling Principles

  • Doubling represents a fundamental pattern of exponential growth.
  • General continuous exponential growth equation:   A(x)=PerxA(x) = P e^{r x}
  • Mathematical representation of doubling per unit step (where xx represents the number of folds or doubling iterations):   A(x)=2xA(x) = 2^x

Handwritten lecture notes detailing exponential growth equations, logarithmic solution for paper folding to Mars, and compounding formulas

Paper Folding Thought Experiment: Reaching Mars

  • Thickness of 1 standard sheet of paper:   ≈0.1 mm\approx 0.1\,\text{mm}
  • Average distance between Earth and Mars:   225,000,000 km=2.25×1011 m225,000,000\,\text{km} = 2.25 \times 10^{11}\,\text{m}
  • Question: How many paper folds (xx) are required for the thickness of a folded sheet of paper to equal the distance from Earth to Mars?
  • Equation setup:   2.25×1011≈2x2.25 \times 10^{11} \approx 2^x
  • Taking the natural logarithm of both sides:   ln⁡(2.25×1011)=ln⁡(2x)\ln(2.25 \times 10^{11}) = \ln(2^x)
  • Applying the power rule for logarithms:   ln⁡(2.25×1011)=xln⁡(2)\ln(2.25 \times 10^{11}) = x \ln(2)
  • Solving explicitly for xx:   x=ln⁡(2.25×1011)ln⁡(2)x = \frac{\ln(2.25 \times 10^{11})}{\ln(2)}
  • Numerical calculation:   x=50.99...≈51 foldsx = 50.99... \approx 51\,\text{folds}

Scale of the Observable Universe

  • Span of the observable universe:   93 billion light years93\,\text{billion light years}
  • Number of paper folds required to reach the scale of the observable universe:   ≈90 folds\approx 90\,\text{folds}

Mathematical Models of Exponential Growth

  • Annual growth base model:   Pert(annually)P e^{r t}\quad (\text{annually})
  • Continuous exponential growth model:   Pert(continuous)P e^{r t}\quad (\text{continuous})
  • Discrete periodic compound growth model:   P(1+rn)nt(discrete)P\left(1 + \frac{r}{n}\right)^{nt}\quad (\text{discrete})