The Mathematics of Financial Modelingand Investment Management

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4-PrincipCalculus Page 91 Friday, March 12, 2004 12:39 PM


I


CHAPTER

4


Principles of Calculus


nvented in the seventeenth century independently by the British physi-
cist Isaac Newton and the German philosopher G.W. Leibnitz, (infini-
tesimal) calculus was a major mathematical breakthrough; it was to
make possible the modern development of the physical sciences. Calcu-
lus introduced two key ideas:

■ The concept of instantaneous rate of change.
■ A framework and rules for linking together quantities and their instan-
taneous rates of change.

Suppose that a quantity such as the price of a financial instrument
varies as a function of time. Given a finite interval, the rate of change of
that quantity is the ratio between the amount of change and the length
of the time interval. Graphically, the rate of change is the steepness of
the straight line that approximates the given curve.^1 In general, the rate
of change will vary as a function of the length of the time interval.
What happens when the length of the time interval gets smaller and
smaller? Calculus made the concept of infinitely small quantities precise
with the notion of limit. If the rate of change can get arbitrarily close to
a definite number by making the time interval sufficiently small, that
number is the instantaneous rate of change. The instantaneous rate of
change is the limit of the rate of change when the length of the interval
gets infinitely small. This limit is referred to as the derivative of a func-
tion, or simply, derivative. Graphically, the derivative is the steepness of
the tangent to a curve.
Starting from this definition and with the help of a number of rules
for computing a derivative, it was shown that the instantaneous rate of

(^1) The rate of change should not be confused with the return on an asset, which is the
asset’s percentage price change.
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