|
A
Beautiful Mind
Thanks to
Sylvia Nasar's book and the Hollywood movie, John Nash is a
household name. His battle with schizophrenia is now well
known, but what did he do to earn his Nobel Prize? Why was he
a mathematical genius?
New
Statesman, March 2002
As a movie about the schizophrenic
mind of John Nash gets set to steal the Oscars, Simon Singh
explains why he was one of the greatest mathematicians of the
twentieth century.
A Beautiful Mind is a film about a
mathematician, but it is not a film about mathematics.
Consequently, since the film’s release, I have regularly
encountered people who are moved by the extraordinary story of
Nash’s battle with paranoid schizophrenia, but who are curious
about why he was considered a genius and why he won a Nobel
Prize.
So, if you are one of those people
who people who want to know more about Nash’s genius and less
about Russell Crowe’s temper tantrums, then here is a crash
course in Nash equilibria, game theory and billion dollar
auctions.
Game theory is simply the
mathematical study of the strategies used to win games. It
began with the study of games like noughts and crosses and
chess, which are relatively easy to analyse because they are
games of ‘complete information’ - in other words, each player
can see the other’s position. Then mathematicians became
interested in games like poker, which is much more interesting
because players cannot see each other’s cards. Poker is a game
of ‘incomplete information’, so more subtle elements such as
bluff come into the analysis.
Eventually, mathematicians
attempted to analyse more important games, including
economics, warfare and divorce settlement. In each case you
have two parties competing over money or territory, and each
party develops a strategy based on their own strengths and
objectives, and on the perceived mindset and skills of their
opponent. Game theory is maths plus a dash of
psychology.
And the man who did more than
anyone else to apply game theory to the real world was John
Nash. Between 1950 and 1953, Nash published four papers that
revolutionised game theory. Still in his early twenties, he
conducted a deep analysis of a special set of games that were
said to be non-zero sum.
In most games, including chess,
there is a zero sum, which means if I win then you lose, or
vice versa. But in a non-zero sum game both players can win
... or both can lose. For example, pay negotiation between
management and a trade union can be a non-zero sum game. The
result can be a long strike that hurts both sides, or a fair
agreement that benefits both sides.
Nash enshrined his theory in
mathematical equations, and in particular he identified the
Nash equilibrium, a situation in which both players have a
perfect strategy that results in stability. Players maintain
this strategy because anything else will only worsen their own
position.
In recent years, Nash’s greatest
legacy has been in the awarding of third generation (3G)
licenses, which assign blocks of radio frequencies to
companies so that they can develop video and the Internet for
mobile phones. The traditional method for assigning licenses
involved ministers and civil servants considering proposals
from each company and deciding intuitively which was best.
This ‘beauty contest’ approach raised little or no money and
often awarded the licenses to the wrong companies.
In contrast, economists now
encourage the auctioning of licenses, which earns money for
the government and awards licenses to the companies than can
make best use of them. Using Nash’s equations, economists
treat the auction like a game and construct the rules to
achieve the seller’s goals, which might be maximising income
or encouraging new companies or a mix of the two. Moreover,
the game theorist will pick the rules so that the Nash
equilibrium puts everybody in a win-win situation.
The game theorist will optimise the
rules of the auction, which involves setting the reserve
price, deciding whether to request sealed or open bids,
deciding if lots should be sold simultaneously or
consecutively, and fixing the penalty for a successful bidder
who then defaults on payment.
You might think that running an
auction is common sense, but a recent Turkish one went
horribly wrong, because the bidding rules were poorly
constructed. Two licenses were auctioned sequentially, with
the rule that the second one would have a reserve price equal
to the sale price of the first one. One company appeared to
ridiculously overbid for the first license, but they knew
exactly what they were doing. The reserve price for the second
license was now so high that nobody bought it, therefore the
first company had a monopoly, which then made the price it
paid for the one and only license seem more than reasonable. A
monopoly was an unforeseen and undesirable outcome.
In contrast, the UK 3G auction was
a great success and raised a phenomenal £22.5 billion. Critics
have argued that the companies paid too much, but the
mathematician who designed the auction argues that the
companies paid what they knew they could recoup via future
profits. Ken Binmore of University College, London, argues
that, "A carefully designed auction achieves this end by
creating a competitive environment in which the bidders are
forced to put their money where their mouth is."
But doesn’t this mean that the
phone companies will pass on the cost of the license
to consumers and charge us
more? Binmore feels that this is a naive view. He believes
that companies will always charge as much as they can, rather
than as much as is necessary to make a moderate profit. Hence,
the license will reduce the profits of the shareholders rather
than increase the price paid by phone users.
Binmore’s work is a direct
consequence of Nash’s brilliant mathematics, which enshrined
the essence of bargaining, bidding and negotiation within a
rigorous framework.
But how does the story of his
research tie in with tragedy of his insanity, which is the
subject of Ron Howard’s film? It is undeniable that Nash was
unable to do research when his schizophrenia took over.
However, I still remember the opening page of Sylvia Nasar’s
biography A Beautiful Mind, the basis for the film, which
recounts how a friend visiting Nash in hospital asked how he
could believe that aliens were recruiting him to save the
world. Nash simply replied, "Because the ideas I had about
supernatural beings came to me the same way that my
mathematical ideas did. So I took them seriously."
You can find out more
about John Nash and the
film 'A Beautiful Mind' by clicking on the links
below:
The
Man: Read an American Mathematical
Society article about
John Nash, his work and his
life.
The
Book: See what
Sylvia Nassar has to say about her book 'A Beautiful
Mind', and find out
what others
thought of it.
The
Film: You can find out more about the film by
visiting its official
website, or reading the Hollywood.com guide. |