Seven equations that rule your world
THE alarm rings. You glance at the clock. The time is
6.30 am. You haven't even got out of bed, and already at least six
mathematical equations have influenced your life. The memory chip that
stores the time in your clock couldn't have been devised without a key
equation in quantum mechanics. Its time was set by a radio signal that
we would never have dreamed of inventing were it not for James Clerk
Maxwell's four equations of electromagnetism. And the signal itself
travels according to what is known as the wave equation.
We are afloat on a hidden ocean of
equations. They are at work in transport, the financial system, health
and crime prevention and detection, communications, food, water, heating
and lighting. Step into the shower and you benefit from equations used
to regulate the water supply. Your breakfast cereal comes from crops
that were bred with the help of statistical equations. Drive to work and
your car's aerodynamic design is in part down to the Navier-Stokes
equations that describe how air flows over and around it. Switching on
its satnav involves quantum physics again, plus Newton's laws of motion
and gravity, which helped launch the geopositioning satellites and set
their orbits. It also uses random number generator equations for timing
signals, trigonometric equations to compute location, and special and
general relativity for precise tracking of the satellites' motion under
the Earth's gravity.
Without equations, most of our
technology would never have been invented. Of course, important
inventions such as fire and the wheel came about without any
mathematical knowledge. Yet without equations we would be stuck in a
medieval world.
Equations reach far beyond technology
too. Without them, we would have no understanding of the physics that
governs the tides, waves breaking on the beach, the ever-changing
weather, the movements of the planets, the nuclear furnaces of the
stars, the spirals of galaxies - the vastness of the universe and our
place within it.
There are thousands of important
equations. The seven I focus on here - the wave equation, Maxwell's four
equations, the Fourier transform and Schrödinger's equation -
illustrate how empirical observations have led to equations that we use
both in science and in everyday life.
Graphic: See the seven equations
First, the wave equation. We live in a
world of waves. Our ears detect waves of compression in the air as
sound, and our eyes detect light waves. When an earthquake hits a town,
the destruction is caused by seismic waves moving through the Earth.
Mathematicians and scientists could
hardly fail to think about waves, but their starting point came from the
arts: how does a violin string create sound? The question goes back to
the ancient Greek cult of the Pythagoreans, who found that if two
strings of the same type and tension have lengths in a simple ratio,
such as 2:1 or 3:2, they produce notes that, together, sound unusually
harmonious. More complex ratios are discordant and unpleasant to the
ear. It was Swiss mathematician Johann Bernoulli
who began to make sense of these observations. In 1727 he modelled a
violin string as a large number of closely spaced point masses, linked
together by springs. He used Newton's laws to write down the system's
equations of motion, and solved them. From the solutions, he concluded
that the simplest shape for a vibrating string is a sine curve. There
are other modes of vibration as well - sine curves in which more than
one wave fits into the length of the string, known to musicians as
harmonics.
From waves to wireless
Almost 20 years later, Jean Le Rond d'Alembert
followed a similar procedure, but he focused on simplifying the
equations of motion rather than their solutions. What emerged was an
elegant equation describing how the shape of the string changes over
time. This is the wave equation, and it states that the acceleration of
any small segment of the string is proportional to the tension acting on
it. It implies that waves whose frequencies are not in simple ratios
produce an unpleasant buzzing noise known as "beats". This is one reason
why simple numerical ratios give notes that sound harmonious.
The wave equation can be modified to deal with more complex, messy phenomena, such as earthquakes.
Sophisticated versions of the wave equation let seismologists detect
what is happening hundreds of miles beneath our feet. They can map the
Earth's tectonic plates as one slides beneath another, causing
earthquakes and volcanoes. The biggest prize in this area would be a
reliable way to predict earthquakes and volcanic eruptions, and many of
the methods being explored are underpinned by the wave equation.
But the most influential insight from
the wave equation emerged from the study of Maxwell's equations of
electromagnetism. In 1820, most people lit their houses using candles
and lanterns. If you wanted to send a message, you wrote a letter and
put it on a horse-drawn carriage; for urgent messages, you omitted the
carriage. Within 100 years, homes and streets had electric lighting,
telegraphy meant messages could be transmitted across continents, and
people even began to talk to each other by telephone. Radio
communication had been demonstrated in laboratories, and one
entrepreneur had set up a factory selling "wirelesses" to the public.
This social and technological revolution was triggered by the discoveries of two scientists. In about 1830, Michael Faraday established the basic physics of electromagnetism. Thirty years later, James Clerk Maxwell embarked on a quest to formulate a mathematical basis for Faraday's experiments and theories.
At the time, most physicists working
on electricity and magnetism were looking for analogies with gravity,
which they viewed as a force acting between bodies at a distance.
Faraday had a different idea: to explain the series of experiments he
conducted on electricity and magnetism, he postulated that both
phenomena are fields which pervade space, change over time and can be
detected by the forces they produce. Faraday posed his theories in terms
of geometric structures, such as lines of magnetic force.
Maxwell reformulated these ideas by
analogy with the mathematics of fluid flow. He reasoned that lines of
force were analogous to the paths followed by the molecules of a fluid
and that the strength of the electric or magnetic field was analogous to
the velocity of the fluid. By 1864 Maxwell had written down four
equations for the basic interactions between the electrical and magnetic
fields. Two tell us that electricity and magnetism cannot leak away.
The other two tell us that when a region of electric field spins in a
small circle, it creates a magnetic field, and a spinning region of
magnetic field creates an electric field.
But it was what Maxwell did next that
is so astonishing. By performing a few simple manipulations on his
equations, he succeeded in deriving the wave equation and deduced that
light must be an electromagnetic wave. This alone was stupendous news,
as no one had imagined such a fundamental link between light,
electricity and magnetism. And there was more. Light comes in different
colours, corresponding to different wavelengths. The wavelengths we see
are restricted by the chemistry of the eye's light-detecting pigments.
Maxwell's equations led to a dramatic prediction - that electromagnetic
waves of all wavelengths should exist. Some, with much longer
wavelengths than we can see, would transform the world: radio waves.
In 1887, Heinrich Hertz demonstrated
radio waves experimentally, but he failed to appreciate their most
revolutionary application. If you could impress a signal on such a wave,
you could talk to the world. Nikola Tesla, Guglielmo Marconi
and others turned the dream into reality, and the whole panoply of
modern communications, from radio and television to radar and microwave
links for cellphones, followed naturally. And it all stemmed from four
equations and a couple of short calculations. Maxwell's equations didn't
just change the world. They opened up a new one.
Just as important as what Maxwell's
equations do describe is what they don't. Although the equations
revealed that light was a wave, physicists soon found that its behaviour
was sometimes at odds with this view. Shine light on a metal and it
creates electricity, a phenomenon called the photoelectric effect. It
made sense only if light behaved like a particle. So was light a wave or
a particle? Actually, a bit of both. Matter was made from quantum
waves, and a tightly knit bunch of waves acted like a particle.
Dead or alive
In 1927 Erwin Schrödinger wrote down an equation for quantum waves.
It fitted experiments beautifully while painting a picture of a very
strange world, in which fundamental particles like the electron are not
well-defined objects, but probability clouds. An electron's spin is like
a coin that can be half heads and half tails until it hits a table.
Soon theorists were worrying about all manner of quantum weirdness, such
as cats that are simultaneously dead and alive, and parallel universes
in which Adolf Hitler won the second world war.
Quantum mechanics isn't confined to
such philosophical enigmas. Almost all modern gadgets - computers,
cellphones, games consoles, cars, refrigerators, ovens - contain memory
chips based on the transistor, whose operation relies on the quantum
mechanics of semiconductors. New uses for quantum mechanics arrive
almost weekly. Quantum dots - tiny lumps of a semiconductor - can emit
light of any colour and are used for biological imaging, where they
replace traditional, often toxic, dyes. Engineers and physicists are
trying to invent a quantum computer, one which can perform many different calculations in parallel, just like the cat that is both alive and dead.
Lasers are another application of
quantum mechanics. We use them to read information from tiny pits or
marks on CDs, DVDs and Blu-ray discs. Astronomers use lasers to measure the distance from the Earth to the moon. It might even be possible to launch space vehicles from Earth on the back of a powerful laser beam.
The final chapter in this story comes
from an equation that helps us make sense of waves. It starts in 1807,
when Joseph Fourier devised an equation for heat flow. He submitted a
paper on it to the French Academy of Sciences, but it was rejected. In
1812, the academy made heat the topic of its annual prize. Fourier
submitted a longer, revised paper - and won.
The most intriguing aspect of
Fourier's prize-winning paper was not the equation, but how he solved
it. A typical problem was to find how the temperature along a thin rod
changes as time passes, given the initial temperature profile. Fourier
could solve this equation with ease if the temperature varied like a
sine wave along its length. So he represented a more complicated profile
as a combination of sine curves with different wavelengths, solved the
equation for each component sine curve, and added these solutions
together. Fourier claimed that this method worked for any profile
whatsoever, even a one where the temperature suddenly jumps in value.
All you had to do was add up an infinite number of contributions from
sine curves with more and more wiggles.
Even so, Fourier's new paper was
criticised for not being rigorous enough, and once more the French
academy refused to publish it. In 1822 Fourier ignored the objections
and published his theory as a book. Two years later, he got himself
appointed secretary of the academy, thumbed his nose at his critics, and
published his original paper in the academy's journal. However, the
critics did have a point. Mathematicians were starting to realise that
infinite series were dangerous beasts; they didn't always behave like
nice, finite sums. Resolving these issues turned out to be distinctly
difficult, but the final verdict was that Fourier's idea could be made
rigorous by excluding highly irregular profiles. The result is the
Fourier transform, an equation that treats a time-varying signal as the
sum of a series of component sine curves and calculates their amplitudes
and frequencies.
Today the Fourier transform affects
our lives in myriad ways. For example, we can use it to analyse the
vibrational signal produced by an earthquake and to calculate the
frequencies at which the energy imparted by the shaking ground is
greatest. A sensible step towards earthquake-proofing a building is to
make sure that the building's preferred frequencies are different from
the earthquake's.
Other applications include removing
noise from old sound recordings, finding the structure of DNA using
X-ray images, improving radio reception and preventing unwanted
vibrations in cars. Plus there is one that most of us unwittingly take
advantage of every time we take a digital photograph.
If you work out how much information
is required to represent the colour and brightness of each pixel in a
digital image, you will discover that a digital camera seems to cram
into its memory card about 10 times as much data as the card can
possibly hold. Cameras do this using JPEG data compression, which
combines five different compression steps. One of them is a digital
version of the Fourier transform, which works with a signal that changes
not over time but across the image. The mathematics is virtually
identical. The other four steps reduce the data even further, to about
one-tenth of the original amount.
These are just seven of the many
equations that we encounter every day, not realising they are there. But
the impact of equations on history goes much further. A truly
revolutionary equation can have a greater impact on human existence than
all the kings and queens whose machinations fill our history books.
There is (or may be) one equation,
above all, that physicists and cosmologists would dearly love to lay
their hands on: a theory of everything that unifies quantum mechanics
and relativity. The best known of the many candidates is the theory of
superstrings. But for all we know, our equations for the physical world
may just be oversimplified models that fail to capture the deep
structure of reality. Even if nature obeys universal laws, they might
not be expressible as equations.
Some scientists think that it is time
we abandoned traditional equations altogether in favour of algorithms -
more general recipes for calculating things that involve
decision-making. But until that day dawns, if ever, our greatest
insights into nature's laws will continue to take the form of equations,
and we should learn to understand them and appreciate them. Equations
have a track record. They really have changed the world and they will
change it again.
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