Forming Differential Equations
Turn words about change into mathematics. "Grows in proportion to", "decreases at a rate inversely proportional to", "flows in and leaks out": each becomes an equation for a derivative, ready to solve.
Learning objectives
- Translate a description of a rate of change into a differential equation.
- Use a negative sign for a decreasing quantity and introduce a constant of proportionality.
- Find the constant from a rate given at one moment.
- Combine rates using the chain rule, and inflow minus outflow.
A cup of tea at C is left in a C room. Does it cool faster at the start or after half an hour? Why?
Core idea
Nature rarely tells you a formula directly. It tells you how things change: "a population grows in proportion to its size", "hot tea cools faster when it's much hotter than the room". Written in symbols, each is a differential equation, an equation containing a derivative.
Translate words into rates: "rate of change of " is ; "proportional to" is ""; "decreasing" means a negative rate. Net rate = rate in − rate out. Use the chain rule to link different variables.
1. The language
Write differential equations for three statements.
- Goal
- Equations.
- Strategy
- Name the variable; translate phrase by phrase.
- Population grows at a rate proportional to its size.
- Cools at a rate proportional to the excess over 20 °C; minus because decreasing.
- Gradient proportional to .
2. Rate in minus rate out
Water enters at 5 litres/min and leaks at litres/min. Form the equation and find the steady volume.
- Goal
- Equation; equilibrium.
- Strategy
- Net rate.
- In minus out.
- Steady state: no change.
3. Chain rule links
A spherical snowball's volume decreases at a rate proportional to its surface area. Show its radius decreases at a constant rate.
- Goal
- constant.
- Strategy
- Write the statement, then use .
- Statement.
- Chain rule.
- Equate; cancel.
Write: the rate of decrease of is proportional to .
Summary
- Words → rates.
- In − out.
- Chain rule between variables.
- Differential equation
- An equation involving a derivative.
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