Exponential and Real-Life Graphs

You're choosing between two job offers. Both start at £20,000 a year. Offer A promises a raise of £2,000 every year. Offer B promises a raise of 5% every year. Which deal is better?

For a long while, it's Offer A. After ten years A pays £40,000 while B pays only about £32,600 — adding £2,000 beats multiplying by 1.05, year after year. But the two rules grow in completely different ways. Offer A grows by adding the same amount each year, so its graph is a straight line. Offer B grows by multiplying by the same factor each year — and each multiplication acts on an ever-bigger salary, so the raises themselves keep swelling. Around year 27 the curve overtakes the line, and it never looks back: by year 40, Offer B pays about £140,800 against A's £100,000, and the gap is exploding.

(Here x is years worked and y is the salary in £1000s.) That is the whole story of this page: quantities that grow by adding give straight-line (linear) graphs, quantities that grow by multiplying give exponential graphs — and multiplication always wins eventually, spectacularly.

The exponential rule

An exponential graph comes from a rule where the variable sits in the power — built on the index laws:

y = a \cdot b^{x}

Here b is the base (a positive number) — the factor y gets multiplied by every time x goes up by 1 — and a sets the starting height. In the job-offer story, Offer B is exactly this rule with a = 20{,}000 and b = 1.05. Unlike the cubic and reciprocal graphs, an exponential curve doesn't just rise quickly — the rate of rise itself keeps increasing, so it sweeps upward faster and faster.

Worked example: plotting y = 2^{x} from a table

The cleanest exponential of all has a = 1 and b = 2. Build a table exactly as you would for any graph — remember that a negative power means a fraction (2^{-1} = \tfrac{1}{2}) and anything to the power 0 is 1:

x -2 -1 0 1 2 3 4
y = 2^{x} \tfrac{1}{4} \tfrac{1}{2} 1 2 4 8 16

Read along the row and you can see the exponential's fingerprint: every time x steps up by 1, y is multiplied by the same factor — here \times 2, the doubling signature. Equal steps in x, equal multipliers in y. A straight line has equal steps and equal additions; that one word — additions versus multipliers — is the whole difference. Plot the points and join them with a smooth curve: hugging the axis on the left, sweeping steeply up on the right, passing through (0,\ 1).

Growth, decay, and the key features

The base b decides the whole shape:

Two features hold either way. Every exponential graph y = a \cdot b^{x} passes through (0,\ a), because b^{0} = 1. And it gets ever closer to the x-axis but never reaches zero — the axis is an asymptote the curve only approaches. Halving something forever makes it tiny, but never makes it nothing.

Try it live

Here is y = b^{x} (so the curve starts at (0,\ 1)). Slide the base b across 1 and watch the curve flip between growth and decay. Notice three things as you slide: the curve always pins itself to (0,\ 1); at exactly b = 1 it collapses to a flat line (multiplying by 1 changes nothing); and a decay curve like b = 0.5 is the mirror image of the growth curve b = 2, flipped left-to-right.

Worked example: a car losing 20% a year

A car is bought for £15,000 and loses 20% of its value every year. Losing 20% means keeping 80%, so each year the value is multiplied by 0.8 — that single move, turning a percentage change into a multiplier, is the key to every question like this. After n years:

\text{value} = 15000 \times 0.8^{n}

Track it year by year:

Notice the losses shrink: £3,000 in the first year, £2,400 in the second, £1,920 in the third — 20% of an ever-smaller value. That's why a decay graph starts steep and flattens out, gliding down toward the axis:

Linear or exponential? Interrogate the table

Exam questions love to hand you a bare table and ask what kind of rule made it. The test is two quick checks: look at the differences (what's added each step) and the ratios (what's multiplied each step). Same difference every step → linear. Same ratio every step → exponential. Try these two:

x 0 1 2 3
A 5 10 15 20
B 5 10 20 40

Both start 5 \to 10, so the first step tells you nothing! But A keeps adding +5 (constant difference: linear, y = 5x + 5), while B keeps multiplying \times 2 (constant ratio: exponential, y = 5 \cdot 2^{x}). By x = 10, rule A reaches 55 and rule B reaches 5120. Always check more than one step, and check ratios as well as differences.

Reading real-life graphs

Many real situations are read straight from the shape of a graph, no formula needed. The skill is to match each piece of the picture to a piece of the story.

On a distance–time graph of a journey: a straight rising line is steady speed, a steeper line is faster, and a flat stretch means stopped — time passes but distance doesn't change. So "cycled to a friend's house, stayed an hour, rode home faster" reads as: a rising line, a long horizontal shelf, then a steeper line coming back down to zero distance.

Or picture water pouring at a steady rate into a container, plotting depth against time. In a straight-sided glass the depth rises in a straight line. In a cone-shaped (ice-cream-cone) glass, the narrow bottom fills fast and the wide top fills slowly — so the depth graph starts steep and flattens. Read it backwards, too: a depth graph that starts gentle and then shoots up means the container is wide at the bottom and narrow at the top, like a conical flask. The graph is a portrait of the container.

And growth and decay graphs — a population, savings under compound interest, a cooling cup of coffee — carry the exponential shapes you now know: curving ever upward for growth, sliding down toward (but never onto) a floor for decay.

An old legend: the inventor of chess showed the game to a delighted emperor, who offered any reward. The inventor asked only for rice — one grain on the first square of the board, two on the second, four on the third, doubling on each of the 64 squares. The emperor laughed at such modesty and agreed.

The first row is pocket change: the 8th square holds 2^{7} = 128 grains. But the 21st square holds over a million grains, the 41st over a trillion, and the final square alone holds 2^{63} \approx 9.2 \times 10^{18} grains — about 230 billion tonnes of rice, several centuries of today's entire world harvest. The emperor was bankrupt before the board was half full. Paper folding plays the same trick: each fold doubles the thickness, so a mere 42 folds of an ordinary 0.1 mm sheet would be 2^{42} layers thick — over 400,000 km, past the Moon. Doubling looks tame for a dozen steps; then it eats the world. That is what "exponential" really means.