This is the second installment of a new feature in Plus: the teacher package. Every issue contains a package bringing together all Plus articles about a particular subject from the UK National Curriculum. Whether you're a student studying the subject, or a teacher teaching it, all relevant Plus articles are available to you at a glance.
What do you think?
This is the second package in a new series for Plus, and we'd be very pleased to hear what our readers think. So if you are teacher, a student or any other interested Plus reader with thoughts on this new series, then please get in touch.
Thank you!
Plus articles go far beyond the explicit maths taught at school, while still being accessible to someone doing A level maths. They put classroom maths in context by explaining the bigger picture — they explore applications in the real world, find maths in unusual places, and delve into mathematical history and philosophy. We therefore hope that our teacher packages provide an ideal resource for students working on projects and teachers wanting to offer their students a deeper insight in the world of maths.
Mathematical modelling
Mathematics is often called "the language of the universe". With mathematics, we can describe and make predictions about the behaviour of things around us. The results are often better than ever expected — in fact, one mathematician even wrote an essay about what he called the "unreasonable effectiveness" of mathematics in solving physical problems! This power to describe a complicated system in a simple way is useful in many different branches of study, from analysing Rubik's cube to choosing a national defence strategy.
The Plus articles listed below all deal with mathematical modelling. We have divided them into three categories. Explicit maths articles contain explicit examples or proofs that can be worked directly into classroom activities and discussions. Articles in the middle ground category also contain explicit maths, but require the reader to fill in the details — possible material for student projects. The bigger picture category contains articles that focus on concepts and give an overview of an area, making for eye-opening background reading. In addition to the Plus articles, the try it yourself section provides links to related problems on our sister site NRICH.
- Explicit maths — get your hands dirty with some real maths.
- The middle ground — enter the wonderful world of modelling and get a glimpse of the equations too.
- The bigger picture — go beyond what you can do in the classroom.
- Try it yourself! — if you've enjoyed reading about how other people solve problems in mathematical modelling, why not have a go? From our sister website NRICH, these problems are graded by school level and challenge difficulty, so that you can find investigations suitable for yourself or your students.
Explicit maths
Mathematical modelling in medicine and nature
Pools of blood — A biologist has developed a blood test for detecting a certain minor abnormality in infants. Obviously if you have blood samples from 100 children, you could find out which children are affected by running 100 separate tests. But mathematicians are never satisfied by the obvious answer. Keith Ball uses information theory to explain how to cut down the number of tests significantly, by pooling samples of blood.
Matrix: Simulating the world, Part I — If you've ever watched a flock of birds flying at dusk, or a school of fish reacting to a predator, you'll have been amazed by their perfectly choreographed moves. Yet, complex as this behaviour may seem, it's not all that hard to model it on a computer. Lewis Dartnell presents a hands-on guide for creating your own simulations — no previous experience necessary.
Modelling, step by step — Why can't human beings walk as fast as they run? And why do we prefer to break into a run rather than walk above a certain speed? Using mathematical modelling, R. McNeill Alexander finds some answers.
Mathematical modelling in economics and politics
Game theory and the Cuban missile crisis — Steven J. Brams uses the Cuban missile crisis to illustrate the Theory of Moves, which is not just an abstract mathematical model but one that mirrors the real-life choices, and underlying thinking, of flesh-and-blood decision makers.
Graphical methods I: Slug wars, Graphical Methods II: The return of the slime and Graphical methods III: the slugs bounce back — Phil Wilson models the fall and rise of slug world, looking at arms proliferation and slug economy.
The middle ground
Mathematical modelling in medicine and nature
The mathematics of diseases — Over the past one hundred years, mathematics has been used to understand and predict the spread of diseases, relating important public-health questions to basic infection parameters. Matthew Keeling describes some of the mathematical developments that have improved our understanding and predictive ability. See also this related activity on our sister website NRICH.
How the leopard got its spots — How does the uniform ball of cells that make up an embryo differentiate to create the dramatic patterns of a zebra or leopard? How come there are spotty animals with stripy tails, but no stripy animals with spotty tails? Lewis Dartnell solves these, and other, puzzles of animal patterning.
Mathematical modelling in games and sport
If you can't bend it, model it! — David Beckham and his fellow players may intuitively know how to bend a football's flight as they wish, but for the rest of us Ken Bray explains the aerodynamics of footballs and the secret to the perfect free kick. For a football-related modelling problem see our sister site NRICH.
Games people play — Combinatorial Game Theory is a powerful tool for analysing mathematical games. Lewis Dartnell explains how the technique can be used to analyse games such as Twentyone and Nim, and even some chess endgames.
The bigger picture
Model behaviour — A quick introduction to modelling, this article shows how mathematicians model complex systems by describing the most crucial elements in the simplest possible way.
Mathematical modelling in nature
And now, the weather... — Met Office forecasters use giant numerical models of global climate to produce the weather forecasts each day - but the complexity of the simulation means that they can't always be right!
Chaos on the brain — Saying that someone is a chaotic thinker might seem like an insult — but, according to Lewis Dartnell, it could be that the mathematical phenomenon of chaos is a crucial part of what makes our brains work.
When will they blow? — How mathematical models are used to predict volcanic eruptions and earthquakes, and issue volcano alerts that could save thousands of lives.
Quantum geometry — One of the many strange ideas from quantum mechanics is that space isn't continuous but consists of tiny chunks. Ordinary geometry is useless when it comes to dealing with such a space, but algebra makes it possible to come up with a model of spacetime that might do the trick. And it can all be tested by a satellite. Shahn Majid met up with Plus to explain.
Career Interview: biomechanical engineer — Jose Munoz explains how engineering can allow you to explore the unknown, from understanding how mechanical structures bend to investigating the way genes affect the shape of embryos.
Career Interview: fluid mechanics researcher — André Léger studies the fluid mechanics of food travelling through the intestines for consumer goods giant Unilever.
Mathematical modelling in games, sport and art
How to measure a million — You're sweating in the spotlights and squirming in your chair as the whole nation is watching you. One more question. Four possible answers. If you get it right, you're a millionaire. If not, you go home with a mere £32,000. Should you go for it? Or pack up and settle for what you've got?
Rubik success in twenty-six steps — A simple toy, but a fiendishly complicated mathematical model is needed to prove that any scrambled cube can be solved in a maximum of twenty-six steps.
Career Interview: games developer — In the real world, balls bounce and water splashes because of the laws of physics. In computer games, a physics engine ensures the virtual world behaves realistically. Mathematician and computer programmer Nick Gray tells us about playing God in a virtual world.
Career Interview: furniture design — Two designers tell us how they took the long way round to design, and how the maths and science they took in on the way helps them with their work today.
Find out how to use computers to solve a fiendishly difficult jigsaw puzzle on our sister site NRICH.
Mathematical modelling in technology, economics and politics.
Career Interview: defence analyst — Helen is a defence analyst with the MoD, using her maths skills to help defend the nation. Plus finds out about her career path.
Call routing in telephone networks — Find out how modern telephone networks use mathematics to make it possible for a person to dial a friend in another country just as easily as if they were in the same street, or to read web pages that are on a computer in another continent.
Model Trains — As customers will tell you, overcrowding is a problem on trains. Fortunately, mathematical modelling techniques can help to analyse the changing demands on services through the day. Tim Gent explains.
I'm not paying that! — It's not that long ago that all you needed to run an airline was a few planes and some competent pilots. But now, with more of us zipping around the globe every year and the advent of no frills airlines, keeping an airline competitive has become a complicated business. Christine Currie explains how your airfare is calculated. Our sister website NRICH has a problem involving another airline conundrum: overbooking.
The crystal ball — If you had a crystal ball that allowed you to see your future, what would you arrange differently about your finances? Plus talks to the Government Actuary, Chris Daykin about the pensions crisis, and how actuaries use statistical and modelling techniques to plan for all our futures.
Network news — Why do rich and popular people tend to get richer and more popular, and why do train companies choose to build more and more lines to the biggest cities? A new mathematical theory of networks can be used to simulate real-life social, biological, physical and technical connections.
Career Interview: financial modelling — David Spaughton and Anton Merlushkin work for Credit Suisse First Boston, where they provide traders in the hectic dealing room with software based on complicated mathematical models of the financial markets. Plus interviewed them at their offices in Canary Wharf in London.
Now try it yourself on our sister site NRICH!
Epidemic modelling — Join in this ongoing investigation. Use the computer to model an epidemic. Try out public health policies to control the spread of the epidemic, to minimise the number of sick days and deaths.
Over-booking — Airlines know that any given passenger has a probability of just not turning up at check-in, leaving an empty seat, but they want to maximise their profits by filling as many seats as possible. So they routinely overbook flights. But how should they do this, in order to make the most profit without incurring the wrath of too many disgruntled passengers who have to be turned away from a double-booked seat?
Escalator — At Holborn underground station there is a very long escalator. Two people are in a hurry. . . .
FA Cup — In the four years 2001 to 2004 Arsenal were drawn against Chelsea in the FA cup and beat Chelsea every time. What was the probability of this? Lots of fractions in the calculations!
Where to land? — Chris is enjoying a swim but needs to get back for lunch. If she can swim at 3 m/s and run at 7m/sec, how far along the bank should she land in order to get back as quickly as possible?
Impuzzable — One for enthusiastic computer programmers only! This is about a fiendishly difficult jigsaw and how to solve it using a computer program. (Uses BASIC).




