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Linearization and Local Change · Tutorial 318 of 999

Local Linearization in Measurement and Geometry

Learn to use a measured radius change to estimate the corresponding change in circle area or sphere volume, and distinguish that estimate from the exact change.

Intermediate 9 min read

What You'll Learn

  • Find the differentials for circle area and sphere volume as functions of radius.
  • Use a small radius change to estimate a corresponding area or volume change.
  • Keep units attached to radius changes and resulting geometric changes.
  • Interpret a radius measurement uncertainty as an estimated area or volume uncertainty.
  • Compare differential estimates with exact finite changes.

Why Radius Measurements Affect Area and Volume

A small error or change in a radius measurement can produce a change in a calculated area or volume. Because area and volume depend nonlinearly on radius, the output change is not generally exactly proportional to the radius change. Differentials provide a useful estimate when the radius change is small.

For a circle of radius \(r\), the area is \(A=\pi r^2\). For a sphere of radius \(r\), the volume is \(V=\frac{4}{3}\pi r^3\). Differentiating each formula tells us how rapidly area or volume changes near a particular radius.

Key idea: If a radius \(r\) changes by a small amount \(\Delta r\), the differential \(dA\) or \(dV\), calculated at the original radius, estimates the corresponding finite change in area or volume. The differential is an estimate, not usually the exact change.

Differentials for Circle Area and Sphere Volume

For a circle, differentiate \(A=\pi r^2\) with respect to \(r\). This gives the rate of change of area with respect to radius. In differential form, the estimated area change is this rate multiplied by the small radius change \(dr\).

$$ \frac{dA}{dr}=2\pi r, \qquad dA=2\pi r\,dr. $$

For a sphere, differentiate \(V=\frac{4}{3}\pi r^3\). The corresponding volume differential is the rate of change of volume with respect to radius multiplied by \(dr\).

$$ \frac{dV}{dr}=4\pi r^2, \qquad dV=4\pi r^2\,dr. $$

In an application, we often know a finite radius change \(\Delta r\), such as a measured increase from \(r\) to \(r+\Delta r\). We use \(dr=\Delta r\) in the differential formula to estimate the resulting change. The radius at which the derivative is evaluated is the starting radius.

Units help keep the quantities straight. If \(r\) is measured in centimeters, then \(dr\) is in centimeters, \(dA\) is in square centimeters, and \(dV\) is in cubic centimeters. For example, \(2\pi r\,dr\) has units \((\text{cm})(\text{cm})=\text{cm}^2\), while \(4\pi r^2\,dr\) has units \((\text{cm}^2)(\text{cm})=\text{cm}^3\).

Why the Differential Is a Local Estimate

The formulas for the differentials follow from the derivatives. Their status as estimates can also be seen by comparing them with the exact changes. Let the starting radius be \(r\), and let its finite change be \(h=\Delta r\). The new radius is \(r+h\).

For a circle, the exact area change is the new area minus the original area. Expanding the square separates the differential term from the remaining term:

$$ \begin{aligned} \Delta A &=\pi(r+h)^2-\pi r^2\\ &=\pi(r^2+2rh+h^2)-\pi r^2\\ &=2\pi r h+\pi h^2. \end{aligned} $$

The differential evaluated with \(dr=h\) is \(dA=2\pi r h\). Thus the exact change is \(dA+\pi h^2\), not just \(dA\) when \(h\ne 0\). The extra term has a higher power of the small change \(h\), which explains why it is often small compared with the first-order differential term.

For a sphere, expanding the cube gives the corresponding comparison:

$$ \begin{aligned} \Delta V &=\frac{4}{3}\pi(r+h)^3-\frac{4}{3}\pi r^3\\ &=\frac{4}{3}\pi(r^3+3r^2h+3rh^2+h^3)-\frac{4}{3}\pi r^3\\ &=4\pi r^2h+4\pi rh^2+\frac{4}{3}\pi h^3. \end{aligned} $$

Here \(dV=4\pi r^2h\), while the exact change also includes \(4\pi rh^2+\frac{4}{3}\pi h^3\). These algebraic comparisons justify using the differential for a small change, while reminding us not to report it as an exact change.

Important distinction: The exact finite change is the value at the new radius minus the value at the starting radius. The differential is the derivative at the starting radius multiplied by the radius change. They are related, but they are not interchangeable.

Worked Examples

Worked Example: Estimate the Area Change of a Circle

A circular plate has a radius of \(10.0\text{ cm}\). Suppose its radius increases by \(0.2\text{ cm}\). Estimate the area increase with a differential, then compare it with the exact area increase.

Step 1: Identify the starting radius and change. The starting radius is \(r=10.0\text{ cm}\), and the change is \(dr=0.2\text{ cm}\).

Step 2: Apply the circle differential.

$$ dA=2\pi r\,dr =2\pi(10.0\text{ cm})(0.2\text{ cm}) =4\pi\text{ cm}^2. $$

Using \(\pi\approx3.14159265\), the estimate is \(4\pi\approx12.5664\text{ cm}^2\), or \(12.6\text{ cm}^2\) to three significant figures.

Step 3: Calculate the exact change for comparison. The new radius is \(10.0+0.2=10.2\text{ cm}\). Therefore,

$$ \begin{aligned} \Delta A &=\pi(10.2\text{ cm})^2-\pi(10.0\text{ cm})^2\\ &=\pi(104.04-100)\text{ cm}^2\\ &=4.04\pi\text{ cm}^2\\ &\approx12.6915\text{ cm}^2. \end{aligned} $$

Check: The exact change exceeds the differential estimate by \(4.04\pi-4\pi=0.04\pi\text{ cm}^2\), which is precisely the extra term \(\pi h^2\) with \(h=0.2\text{ cm}\). The estimate \(12.6\text{ cm}^2\) is close to, but not equal to, the exact change, which rounds to \(12.7\text{ cm}^2\) to three significant figures.

Worked Example: Estimate the Volume Change of a Sphere

A spherical object has a radius of \(5.00\text{ mm}\). Estimate the increase in its volume if the radius increases by \(0.02\text{ mm}\), and compare with the exact increase.

Step 1: Record the starting radius and change. Here \(r=5.00\text{ mm}\) and \(dr=0.02\text{ mm}\).

Step 2: Use the sphere differential.

$$ \begin{aligned} dV &=4\pi r^2\,dr\\ &=4\pi(5.00\text{ mm})^2(0.02\text{ mm})\\ &=4\pi(25.00\text{ mm}^2)(0.02\text{ mm})\\ &=2\pi\text{ mm}^3\\ &\approx6.28319\text{ mm}^3. \end{aligned} $$

To three significant figures, the estimated increase is \(6.28\text{ mm}^3\).

Step 3: Find the exact increase. The new radius is \(5.02\text{ mm}\), and \(5.02^3=126.506008\). Thus,

$$ \begin{aligned} \Delta V &=\frac{4}{3}\pi(5.02\text{ mm})^3-\frac{4}{3}\pi(5.00\text{ mm})^3\\ &=\frac{4}{3}\pi(126.506008-125.000000)\text{ mm}^3\\ &=2.008010666\ldots\pi\text{ mm}^3\\ &\approx6.30835\text{ mm}^3. \end{aligned} $$

Check: The exact change is larger than the estimate by about \(6.30835-6.28319=0.02516\text{ mm}^3\). The expansion for a sphere predicts the extra terms \(4\pi(5.00)(0.02)^2+\frac{4}{3}\pi(0.02)^3=0.008010666\ldots\pi\text{ mm}^3\), which agrees with the difference. The exact increase rounds to \(6.31\text{ mm}^3\), rather than the estimated \(6.28\text{ mm}^3\).

Worked Example: Estimate Area and Volume Uncertainty from a Radius Measurement

A sphere’s radius is measured as \(4.00\text{ cm}\), with a possible measurement error of \(\pm0.01\text{ cm}\). Use differentials to estimate the corresponding area and volume changes. Then compare the estimates with the changes for a radius increase of \(0.01\text{ cm}\).

Step 1: Estimate the area change. Use \(r=4.00\text{ cm}\) and \(dr=\pm0.01\text{ cm}\):

$$ dA=2\pi(4.00\text{ cm})(\pm0.01\text{ cm}) =\pm0.08\pi\text{ cm}^2 \approx\pm0.251\text{ cm}^2. $$

Step 2: Estimate the volume change.

$$ dV=4\pi(4.00\text{ cm})^2(\pm0.01\text{ cm}) =\pm0.64\pi\text{ cm}^3 \approx\pm2.01\text{ cm}^3. $$

The units differ because one estimate concerns area and the other concerns volume. The plus-or-minus signs indicate estimated changes in either direction from the value calculated at the measured radius.

Step 3: Check the positive changes against the exact formulas. If the true radius is \(4.01\text{ cm}\), the exact area change is

$$ \Delta A=\pi(4.01^2-4.00^2)\text{ cm}^2 =\pi(16.0801-16)\text{ cm}^2 =0.0801\pi\text{ cm}^2. $$

This is slightly larger than the estimated \(0.08\pi\text{ cm}^2\). For the sphere, \(4.01^3=64.481201\), so

$$ \begin{aligned} \Delta V &=\frac{4}{3}\pi(64.481201-64.000000)\text{ cm}^3\\ &=0.641601333\ldots\pi\text{ cm}^3. \end{aligned} $$

This exact increase is slightly larger than \(0.64\pi\text{ cm}^3\). Check: The additional area term is \(\pi(0.01)^2=0.0001\pi\text{ cm}^2\); the additional volume terms are \(4\pi(4.00)(0.01)^2+\frac{4}{3}\pi(0.01)^3=0.001601333\ldots\pi\text{ cm}^3\). Adding them to the differential estimates gives the exact changes above. The differentials therefore give useful local estimates of the effects of the measurement error, not exact bounds.

A Practical Method

When applying differentials to a radius measurement, keep the base radius, the radius change, and the output units explicit. A reliable sequence is:

1
Identify the geometric quantity.
For a circle use \(A=\pi r^2\); for a sphere use \(V=\frac{4}{3}\pi r^3\).
2
Choose the base radius.
Use the radius at which the change begins, or the measured radius for a local measurement estimate.
3
Record the small radius change.
Keep its sign: a decrease has a negative \(dr\), while an increase has a positive \(dr\).
4
Calculate and label the differential.
Use \(dA=2\pi r\,dr\) or \(dV=4\pi r^2\,dr\), and report square or cubic units as appropriate.
5
Describe the result as an estimate.
If the exact change is needed, evaluate the area or volume at both radii and subtract.

Common Pitfall: Calling the Estimate Exact

A frequent error is to use a differential formula and then label its output the exact change. For example, for a circle starting at \(r=10\text{ cm}\) and increasing by \(0.2\text{ cm}\), one might write

$$ \Delta A=2\pi(10)(0.2)=4\pi\text{ cm}^2. $$

The calculation gives the differential estimate, not the exact finite change. The exact change is \(\pi(10.2)^2-\pi(10)^2=4.04\pi\text{ cm}^2\). The correction is to label \(4\pi\text{ cm}^2\) as \(dA\) or as an estimate of \(\Delta A\), and to use the two-radius subtraction when an exact change is required.

Another useful check is dimensional: a proposed area change must have square units, and a proposed volume change must have cubic units. If the units do not match, revisit the formula or the calculation.

Why These Estimates Matter

Geometric formulas are often applied to measured objects, whose dimensions are never known with unlimited precision. Differentials translate a small radius change into a first-order estimate of the resulting area or volume change. This is useful when a quick, interpretable approximation is sufficient, especially when the change is small relative to the base radius.

The method also makes clear why the same radius measurement uncertainty can matter differently for different quantities. Circle area depends on \(r^2\), while sphere volume depends on \(r^3\), so the corresponding rates of change have different formulas and units. Always use the correct derivative, keep the starting radius in view, and distinguish the estimated change from an exact subtraction.

Check Your Understanding

Use the differentials and comparisons in this tutorial to answer the following questions.

  1. A circle has radius \(6\text{ cm}\), which increases by \(0.05\text{ cm}\). What is the differential estimate of its area change, including units?
  2. A sphere has radius \(3\text{ m}\), which decreases by \(0.02\text{ m}\). What is the estimated volume change, including its sign and units?
  3. For a circle, what extra term separates the exact finite area change from the differential when the radius changes by \(h\)?
  4. Why must a radius uncertainty be carried into an area estimate in square units and a volume estimate in cubic units?
  5. What should you calculate if a problem asks for an exact finite change rather than a differential estimate?

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