Scaling Laws Examples in Math

Start with the recap, study the fully worked examples, then use the practice problems to check your understanding of Scaling Laws.

This page combines explanation, solved examples, and follow-up practice so you can move from recognition to confident problem-solving in Math.

Concept Recap

Relationships describing how a quantity changes when the size or scale of a system is multiplied by a factor, often expressed as power laws.

When you double the length of a cube, its volume grows by 23=82^3 = 8. Scaling laws reveal how fast quantities grow — they often explain why small and large things behave so differently.

Read the full concept explanation →

How to Use These Examples

  • Read the first worked example with the solution open so the structure is clear.
  • Try the practice problems before revealing each solution.
  • Use the related concepts and background knowledge badges if you feel stuck.

What to Focus On

Core idea: Scaling laws describe how a quantity grows as a power of size when you multiply the scale by a factor.

Common stuck point: The procedure for scaling laws is the easy part; the trap is scaling area or volume by the length factor. Asking "When I multiply length by kk, does the quantity multiply by kk, k2k^2, k3k^3, or another power?" first is what keeps a correct-looking calculation from being attached to the wrong concept.

Sense of Study hint: Ask: When I multiply length by kk, does the quantity multiply by kk, k2k^2, k3k^3, or another power?

Worked Examples

Example 1

easy
If you scale a square's side length by a factor of 3, by what factor does the area change? State the general scaling law.

Answer

Area scales by k2=9 when lengths scale by k=3\text{Area scales by } k^2 = 9 \text{ when lengths scale by } k=3

First step

1
Original square: side ss, area s2s^2.

Full solution

  1. 2
    Scaled square: side 3s3s, area (3s)2=9s2(3s)^2 = 9s^2.
  2. 3
    Area scales by 32=93^2 = 9.
  3. 4
    General law: scaling all lengths by factor kk scales area by k2k^2.
Scaling laws describe how quantities change when a single scale factor is applied. Area is a 2-dimensional quantity, so it scales as k2k^2. This law is universal for any 2D shape, not just squares.

Example 2

medium
A sphere of radius rr has volume V=43πr3V = \frac{4}{3}\pi r^3. If the radius doubles, by what factor does the volume increase? Generalise to a scaling factor kk.

Example 3

medium
Two similar cylinders have heights in ratio 2:52:5. Find the ratios of their surface areas and volumes.

Example 4

medium
Why do small mammals lose body heat faster than large ones? Use surface-area-to-volume scaling to explain.

Example 5

medium
Two similar triangles have areas 99 and 2525. What is the ratio of their corresponding sides?

Example 6

hard
A model bridge supports a load of 1010 kg. If the real bridge has linear scale 100×100\times the model and uses the same materials, the load it can support scales as cross-sectional area (L2L^2) while its weight scales as volume (L3L^3). Find the ratio of supported load to its own weight, compared to the model.

Example 7

hard
For a body falling under gravity, distance t2\propto t^2. If a stone falls 55 m in 11 s, how far does it fall in 33 s (ignoring air resistance)?

Example 8

hard
Two similar containers have heights h1=10h_1=10 and h2=15h_2=15. The smaller holds 4040 L. Find the capacity of the larger.

Example 9

challenge
A 2D fractal has Hausdorff dimension DD between 11 and 22. If you scale linear size by factor kk, its 'mass' (or measure) scales by kDk^D. For the Sierpinski triangle (D=log23D=\log_2 3), find the mass factor when linear size doubles.

Practice Problems

Try these problems on your own first, then open the solution to compare your method.

Example 1

easy
If the radius of a circle doubles, by what factor does the circumference change? What about the area?

Example 2

medium
A population model gives P(t)=P0ertP(t) = P_0 e^{rt}. If rr is doubled (growth rate doubles), by what factor does P(T)P(T) change for a fixed time TT?

Example 3

easy
If you double the radius of a circle, by what factor does its area change?

Example 4

easy
If you double the edge of a cube, by what factor does its volume change?

Example 5

easy
A photo is enlarged so each side triples. By what factor does its area increase?

Example 6

easy
If a quantity y is proportional to x^2 and x doubles, what happens to y?

Example 7

easy
A sphere's surface area scales as r^2 and its volume as r^3. If r triples, which grows more, surface area or volume?

Example 8

easy
If you halve the radius of a circle, by what factor does the area change?

Example 9

easy
A recipe's cost is proportional to the number of servings. If servings triple, what happens to cost?

Example 10

easy
Two similar triangles have a side ratio of 1:4. What is the ratio of their areas?

Example 11

medium
An animal's weight scales with volume (length^3) but bone strength scales with cross-section (length^2). If an animal is scaled up 10x in length, by what factor does the weight-to-strength ratio grow?

Example 12

medium
A cube's surface-area-to-volume ratio is 6/s for edge s. If the edge is multiplied by 4, what happens to this ratio?

Example 13

medium
A quantity follows y = 5 x^3. If x increases by 20% (factor 1.2), by what percent does y increase?

Example 14

medium
Doubling all linear dimensions of a model bridge multiplies its weight by 8 but its supporting cross-sectional area by 4. By what factor does stress (weight/area) increase?

Example 15

medium
Light intensity from a point source scales as 1/r^2. If you move 3x farther away, what fraction of the original intensity remains?

Example 16

medium
A data-processing algorithm runs in time proportional to n^2. If the input size grows from 1000 to 3000, by what factor does the runtime grow?

Example 17

challenge
Kepler's third law states the orbital period satisfies T^2 proportional to a^3, where a is the semi-major axis. If a planet's orbital radius is 4x Earth's, how many Earth-years is its period?

Example 18

challenge
Metabolic rate B scales with body mass M as B ~ M^(3/4) (Kleiber's law). If animal A has 16x the mass of animal B, what is the ratio of their metabolic rates?

Example 19

challenge
A fractal coastline has length L(s) ~ s^(1-D) when measured with ruler size s, where D = 1.25 is the fractal dimension. If you halve the ruler size, by what factor does the measured length change?

Example 20

medium
A pizza of radius 8 inches costs the same per square inch as one of radius 12. How many times more pizza (area) does the larger one have?

Example 21

medium
Doubling a wire's length doubles its resistance, but doubling its diameter quarters it (R ~ length/diameter^2). If both length and diameter double, what happens to resistance?

Example 22

medium
A balloon's volume scales as r^3 and is being inflated so r grows steadily. When r has doubled, the surface area (~r^2) has grown by what factor compared to volume's growth?

Example 23

easy
If a square's side is tripled, by what factor does its area change?

Example 24

easy
Two similar rectangles have a length ratio of 1:51:5. What is the ratio of their areas?

Example 25

easy
If yxy\propto \sqrt{x} and xx is multiplied by 99, by what factor does yy change?

Example 26

easy
A square's side increases from 44 to 1212. By what factor does its area increase?

Example 27

medium
A scale model of a building has linear scale 1:501:50. If the model's roof has area 0.20.2 m2^2, find the actual roof area.

Example 28

medium
A scale model car has volume 0.0010.001 m3^3 at scale 1:201:20. Find the actual volume.

Example 29

medium
Kepler's third law states T2r3T^2\propto r^3 for planetary orbits. If a planet's orbital radius doubles, by what factor does its period change?

Example 30

medium
Two similar cones have volumes 88 cm3^3 and 125125 cm3^3. Find the ratio of their heights.

Example 31

hard
A 6-inch pizza costs \$8 and a 12-inch pizza costs \$24. Which is the better deal per square inch?

Example 32

hard
If yx2y\propto x^{-2} (inverse square law) and xx is doubled, by what factor does yy change?

Example 33

hard
A computer's runtime is O(n2)O(n^2). If input size doubles, by what factor does runtime change? If it goes from nn to 4n4n?

Background Knowledge

These ideas may be useful before you work through the harder examples.

dimensional reasoningproportionality