Growth models

Exponential and Logarithmic Functions

Model growth and decay with exponential functions, solve basic logarithmic equations, and translate clearly between logarithmic and exponential forms.

How this page is maintained

Written for learners, checked against the sources below, and reviewed every year. Last reviewed July 22, 2026.

Short answer

Exponential functions model multiplicative change, while logarithms are inverse operations that solve for exponents. Use properties carefully, keep log arguments positive, and interpret parameters in context.

  • Exponential growth uses repeated multiplication, not repeated addition.
  • log_b(a) answers the exponent on base b needed to get a.
  • Domain rules matter: log arguments must be strictly positive.

Connect exponentials and logs

The statements b^y = x and log_b(x) = y are equivalent when b > 0 and b != 1. This equivalence is the main tool for solving equations where the variable appears in an exponent.

Common and natural logs are base 10 and base e. Calculator use is easier with these bases, but change-of-base can handle any positive base not equal to 1.

Model growth and decay

An exponential model often appears as y = a(1 + r)^t for periodic growth or decay. Here a is initial amount, r is rate per period, and t is number of periods.

  • Growth: r > 0.
  • Decay: -1 < r < 0.
  • Doubling or half-life questions often lead to logarithmic solving steps.

Solve a growth-time question

A culture starts at 500 cells and grows 12% per hour: N = 500(1.12)^t.

  1. Set target 1000 cells: 1000 = 500(1.12)^t, so 2 = (1.12)^t.
  2. Take natural log of both sides: ln(2) = t ln(1.12).
  3. Solve t = ln(2)/ln(1.12).
  4. Compute approximation t about 6.12 hours.
Result: The population doubles in about 6.1 hours under this model.

Common mistakes

  • Applying log rules to sums, such as log(a+b) = log(a) + log(b).
  • Ignoring domain and allowing nonpositive log arguments.
  • Confusing growth rate r with growth factor 1 + r.
  • Rounding too early and changing the final time estimate.

Try one

Rewrite log_3(81) = x in exponential form and solve.

Exponential form is 3^x = 81, so x = 4.

Sources

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