Skip to main content

MATH 114 · Module 14 of 14

Nonlinear Modeling

The last content module: modeling situations that change by a constant percentage rather than a constant amount, and knowing when an exponential model fits better than a linear one.

Learn the Concepts

1 · Exponential models

An exponential model changes by a constant percentage each period, so it multiplies by a fixed factor:

y = P · (1 + r)t  growth  |  y = P · (1 − r)t  decay

Here P is the starting value, r is the percent change (as a decimal), and t is time. The factor (1 + r) is the growth factor; (1 − r) is the decay factor. Its graph curves rather than following a straight line.

Learn the Concepts

2 · Linear or exponential?

Choosing the right model comes down to one question: how does the quantity change?

  • Changes by a fixed amount each step → linear (y = mx + b).
  • Changes by a fixed percentage each step → exponential (y = P(1 + r)t).

Over time, exponential growth always overtakes linear growth, even if it starts slower — the curve eventually outruns any straight line.

Worked Examples

See it done, step by step

Example 1 — A town of 10,000 grows 3% per year. Population after 5 years?

Growth factor is 1.03.

P(5) = 10000 (1.03)5 ≈ 10000 × 1.15927 ≈ 11,593 people.

Example 2 — A $20,000 car loses 15% of its value each year. Value after 3 years?

Decay factor is 1 − 0.15 = 0.85.

V(3) = 20000 (0.85)3 = 20000 × 0.614125 ≈ $12,282.50.

Example 3 — Linear +$1,000/yr vs. exponential +10%/yr, both from $10,000. After 10 years?

Compute each model at t = 10.

Linear: 10000 + 1000(10) = $20,000.

Exponential: 10000 (1.10)10 ≈ $25,937.

The exponential model is far ahead — and the gap only widens.

Watch & Review

Resources for this module

Tool

Desmos Graphing Calculator

Graph y = 10000(1.03)^x to watch an exponential model curve upward.

Open Desmos
Review

Growth models quiz

Revisit the linear-vs-exponential comparisons from the growth quiz.

Open quiz
In Canvas

Lecture materials

Module 14 slides and any posted videos are in your Canvas course.

Open Canvas

Check Yourself

Quick self-check

1. A quantity decreases 20% per year. What is its decay factor?

1 − 0.20 = 0.80.

2. Is y = 500(1.04)t growth or decay, and at what rate?

Growth at 4% per period (the factor 1.04 = 1 + 0.04).

3. Salary rising $2,000 every year — linear or exponential?

Linear — a fixed amount is added each year, not a fixed percentage.

Ready to turn it in?

When you can model with exponentials and choose the right model, complete the Module 14 homework and quiz in Canvas. Next stop: the cumulative final review.

Submit in Canvas