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What if the rate depends on the amount already present?

Solve an exponential growth equation, apply an initial condition, and distinguish continuous rate from a finite percentage change.

Lesson 10 of 12 in Calculus. Take the time you need; the lesson estimate is a guide.

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01 · Read and understand

What you will learn

  • Solve a separable growth equation.
  • Use an initial value to find the constant.
  • Interpret the model's rate and its limitations.

Before you start

Natural logarithms, exponentials, derivatives, and basic antiderivatives.

Keep paper nearby. Read the question once for the context, then again to identify what is known and what you need to find.

Start with a question

A fictional biomass model satisfies M′(t) = 0.2M(t), with M(0) = 50 grams and t in hours. What mass does the model predict after five hours?

Why this math matters

Some processes change at a rate proportional to their current amount. More material produces a larger absolute growth rate, so equal time steps do not add equal amounts. A differential equation describes that rule directly. An initial condition anchors one solution among the many functions sharing the same proportional growth pattern.

Make a representation of your own.Sketch the quantities or relationships in this question before working through the solution. The cover image sets the learning scene; it does not show this problem’s exact values.

Set up the model

A useful answer starts with clear assumptions:

  • Biomass stays positive and the proportional rate 0.2 per hour remains constant.
  • The continuous model ignores resource limits over the five-hour interval.
  • This is a mathematical example, not a forecast for an actual organism or process.

02 · Work through the example

Follow the reasoning, one step at a time.

Try to predict the next step before reading it. After each calculation, explain why the operation makes sense and how it helps answer the original question.

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The complete worked example, one idea at a time.

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What if the rate depends on the amount already present?

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Question: Start with the question. Paused.

Question

Start with the question

A fictional biomass model satisfies M′(t) = 0.2M(t), with M(0) = 50 grams and t in hours. What mass does the model predict after five hours?

Before you calculate

Read what is known and what you need to find. Make a prediction before moving to the first calculation.

Starts paused. Play advances through the full text at a reading pace; pause whenever you need more time. Previous, Next, and the phase buttons let you set your own pace. Playback pauses when this walkthrough leaves the screen or you switch tabs.

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  1. Separate the variables

    dM/M = 0.2 dt; ln M = 0.2t + C

    Division by M is valid under the positive-mass assumption. Integrating both sides converts the derivative relationship into an equation for the function.

  2. Use the starting mass

    M(t) = Ke^0.2t; M(0) = K = 50

    Exponentiating absorbs the logarithmic constant into a positive multiplier K. The initial condition identifies the required solution.

  3. Evaluate and verify the rule

    M(5) = 50e ≈ 135.91 g; M′ = 10e^0.2t = 0.2M

    Substitution gives the mass, and differentiation independently confirms that this function satisfies the original rate equation.

The result

The model predicts about 135.91 grams after five hours.

A continuous proportional rate of 0.2 per hour gives a one-hour growth factor e^0.2 ≈ 1.2214, not exactly 1.20. Unlimited exponential growth is a model assumption that eventually becomes unrealistic for resource-limited systems.

Common mistakes to catch

  • Adding 20% of the initial amount each hour creates a different, linear model.
  • When separating other equations, check equilibrium solutions before dividing by an expression that could be zero.

03 · Practice independently

Try it before revealing the answer.

Use paper or a calculator as needed. Write your units and reasoning, then open the hint or explanation to check your approach.

Practice 1

If Q′ = −0.1Q and Q(0) = 100, find Q(10).

Show a hint

A negative proportional rate produces exponential decay.

Reveal answer and explanation

100/e ≈ 36.79

Q(t) = 100e⁻⁰·¹ᵗ, so the exponent is −1 at ten time units.

Practice 2

A model has T′ = −0.5(T − 20) and T(0) = 60. Find T(2).

Show a hint

The excess T − 20 decays exponentially.

Reveal answer and explanation

20 + 40/e ≈ 34.72

T(t) = 20 + 40e⁻⁰·⁵ᵗ; at two time units, the initial excess is multiplied by e⁻¹.

Take the idea with you

Identify whether a process's rate depends on the amount, an excess above equilibrium, or something else before choosing an equation.

04 · Reflect and continue

Can you explain it in your own words?

Before moving on, explain the main idea without looking at the worked example. Try both practice questions, check your reasoning, and name one mistake you now know how to avoid. Return to a step if you still need support.

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Up next: Which way does a temperature map increase fastest?

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