|
MATH
IS IN OUR FUTURES
Remarks
By Leo Melamed
at the
Inaugural Celebration of the CME-MSRI Prize in Innovative Quantitative Applications
awarded to
Professor Stephen Ross of MIT.
September 21, 2006

It
has to be obvious even to the most casual observer: Math is in
our futures.
I
mean, right from the beginning in 1898, when we were but the
Chicago Butter and Egg Board on Fulton Street, we were inundated
with numbers and math. Throughout our early checkered history
there were grades, weights, and packaging requirements. For instance,
you had to know that a carload of eggs amounted to 750 cases
or 22,500 dozen, or that frozen eggs equaled 36,000 pounds packed
in 1,200, 30 pound cans; or butter, 40,000 pounds, and so on.
And
these specifications were rigorously enforced by the USDA. I
mean, one pound or one dozen short and your delivery could be
rejected. You might even end up in jail. Unless of course the
inspector's wife or her cousin was by sheer happenstance on your
payroll. And if she wasn't and your name was Sam Schneider, you
might stand at the top of the steps and throw the inspector down
the stairs rather than let him up into your egg-breaking plant,
since you knew his math wasn't up to the rigors of inspection.
Then
there were price fluctuations and their monetary equivalents
that you had to know: Shell Eggs fluctuated at 5/100cents per
dozen which was equal to $11.25 based on a carload; Pork bellies,
as well as Turkeys, Hams, Frozen Eggs and Boneless Beef, fluctuated
at 2.5 cents of a dollar which was $9.00 per carload, and so
on. And, because of the frenzied conditions in the pit, no calculators
were allowed---although smoking was permitted since that was
a requirement of membership.
Then
there were trading limits you had to know, above or below which
you could not trade. Except, of course, on the last two days
of the delivery month which had no limit. This was a necessary
exception so that the futures and cash prices could converge
at maturity. It also served to allow corners and squeezes to
reach the full measure of their ill-begotten potential.
This
was when corners were rather the norm---often with participation
of the Board of Directors during the so-called "No Math Too Dreadful"era.
Once, the Board invoked the so-called "Math Exception Conjecture," which
allowed onions to go up to a price that rivaled gold, and then
to come crashing down to below the value of the burlap bags in
which they were delivered. This of course resulted in the "Futures
Mathematics Prohibition Act" of 1958---which effectively banned
onions from futures trade forever. Alas, elected officials are
not known for their math skills.
When
we launched the currency market in 1972, a revolutionary new
set of math and numbers entered our world. Suddenly, a carload---yes,
to this day we continue to call them carloads---contained a whole
bunch of Deutschmarks, or Yen instead of frozen eggs or eviscerated
turkeys, and was worth some $80,000 dollars, a far cry from the
numbers the Fulton Street gang was used to. Of course, it took
a while for our customers to understand that when we told them
we were now dealing in Swiss Franks---we did not mean foreign
hot dogs. And in the very beginning, the mathematics for our
futures prices was based on yet another Conjecture. Since no
one on the floor was certain of the cash market price in FX,
we operated on what was called the "Whatever Morrie Levy Thinks," Conjecture.
And
again you had to worry about a brand new set of statistics: weather,
for instance, a highly important variable for chickens and cattle,
was replaced by such things as interest rates, inflation, and
foreign reserves. A few years later, foreign currency itself
morphed into Treasury bills, eurodollars, and stock indexes,
bringing us yet another new math---discount rates, money supply,
budget deficits. Then came still another revolution---options.
This gadget replaced some of our traditional math verbiage with
fancy words: for instance, spoilage became something called time-decay;
what we knew as Limit Down or Limit Up, became volatility; and
the CME Pricing Committee was replaced by something called Black
Scholes. Fortunately our traders learned fast, they were, after
all, mathematicians at heart.
So
if anyone asks why in the world did the Chicago Mercantile Exchange
team up with the Mathematical Sciences Research Institute to
create a prize for the innovation of mathematical, statistical
or computational methods in the study and behavior of markets,
the answer is not simply because President Bush put math on the
national agenda for improvement; not simply because US students
are ranked 15th in eighth grade math behind the Slovak Republic;
not even because it was the only way to get Myron Scholes to
stop nagging about it; but because mathematics, futures, options,
and derivatives are all intertwined. In fact, no one knows for
certain which came first.
From
the beginning, mathematics arose out of the need to do calculations
relating to commerce and taxation. Isn't commerce the very province
of futures? And as far as taxation goes, where do you think the
tax straddle was invented?
Math
arises wherever there are difficult problems that involve quantity,
structure, space, or change. That's exactly what futures and
options are for.
The
great Hermann Hess told us, "For mathematicians there is no reality,
no good and evil, no time, no yesterday, no tomorrow, nothing
but an eternal, shallow, mathematical present."That's pretty
much how our traders feel about futures!
Math,
according to Bertrand Russell, is the subject "in which we never
know what we are talking about, nor whether what we are saying
is true." That's a darn good description of futures and options.
And
Albert Einstein told us that he didn't believe in mathematics.
Funny, that's exactly what Warren Buffet recently said about
derivatives!
Anyway,
let me cut to the chase. Twenty years ago, a little known conversation
took place on the floor of the Merc that is the consequential
nexus for today's event. The conversation was classified by the
Intelligence Division of the Commodity Futures Trading Commission---it's
a well kept secret, but they have one---and embargoed until this
very day. It was a conversation between Joe Siegel, a superb
pork bellie spreader, and Joe Fox, a hog broker whose family
lineage dates back to the founders of the Chicago Mercantile
Exchange. Alas, both Joes have moved on to the big trading ring
in the sky.
They
were as different as day and night. One, the son of an Orthodox
Rabbi had been a Talmudic student. One month shy of becoming
an ordained rabbi, his brother, Sam, convinced him to try his
hand in commodities. It turned out Joe had a rare mathematical
gift that enabled him to mentally juggle a spreading regime involving
four or five different commodities in six or seven different
delivery months. He was said to posses three-dimensional proficiency.
The other, a German, was one of the nine Fox brothers of the
famous Fox Deluxe Foods family that for years dominated exchange
politics. Joe Fox did not trade for his own account, but as a
broker he held thousands of orders in his hand. And it was rumored
he knew by heart every price and amount of every order in his
deck. Needless to say the two Joes were friends and as members
of this arcane profession, could peer into the future. That common
bond resulted in the following conversation in December of 1986:
"You
know what happened today, Joe?" said one Joe to the other Joe.
"Tell me."
"I know for a fact that today, the Board of Governors approved Melamed's black
box."
"Black box?" questioned the second Joe.
"You know, a machine for electronic trade."
"Oh my God!" exclaimed Joe, "That could be catastrophic." "Yes," the first
Joe agreed, "it is bound to bring on algorithmic trading!"
"Much worse," said the second Joe, "it will prove that if any loop in a certain
kind of three-dimensional space can be shrunk to a point, without ripping or
tearing either the loop or the space, then the space is equivalent to a sphere."
"You mean," said the first Joe, "that anything without holes has to be a sphere!"
"Exactly," responded the second Joe, "like a three way butterfly spread between
pork bellies, hogs, and the Mexican Peso."
There was a momentary silence until the first Joe whispered, "My
Lord, it's the end of our world."
Reading
the handwriting on the wall, the two Joes instantly knew that
electronic trade would bring on a whole new paradigm of computer
applications: Things like black box trading, quant trading, programme
trading, and even someday white box trading---systems that may
yet disintermediate the human trader entirely. They knew that
while in the beginning our Globex gadget would be only for after
hours trading, it wouldn't be long before the damn thing would
invade their trading day. Because one thing would morph into
another and then another. First, the Globex machine would simply
export our trading pits to the far corners of the world. Then,
they would trade side by side with open out-cry. Then the Merc
would allow an open API and it was "Katy Bar the Door."
The
two Joes understood that eventually financial engineers would
build programmable electronic machines that could perform high-speed
mathematical or logical operations that assemble, store, correlate,
or otherwise process information. That ultimately automated trading
strategies could be devised to exploit micro-trends in price
movements to make a profit faster and better than even they could.
That automated strategies could cover the gamut from simple techniques
that break down the size of orders for execution, to the very
sophisticated mathematical trading models that anticipate volume
curves, react dynamically to complex signals, and trade with
stealth to minimize impact.
There
was no getting away from it. The two Joes knew that it did not
really matter who won the philosophical debate as to whether
mathematics is created, as in art---or discovered, as in science.
Once the Chicago Mercantile Exchange performed the marriage of
its markets to an electronic venue, the wizardry of mathematicians
and financial engineers would deliver us to the promised land.
And
there, they expected, Grisha Perelman would be waiting. Thank
you.
#
# #
Return
to top of page | Return to
Index | Home Page
|