The Mathematics of Financial Modelingand Investment Management

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9-DifferntEquations Page 239 Wednesday, February 4, 2004 12:51 PM


I


CHAPTER

9


Differential Equations and


Difference Equations


n Chapter 4, we explained how to obtain the derivative of a function.
In this chapter we will introduce differential equations. In nontechnical
terms, differential equations are equations that express a relationship
between a function and one or more derivatives (or differentials) of that
function.
It would be difficult to overemphasize the importance of differential
equations in modern science: they are used to express the vast majority
of the laws of physics and engineering principles. In economics and
finance, differential equations are used to express various laws and con-
ditions including the following:

■ The laws of deterministic quantities such as the accumulation of risk-
free bank deposits.
■ The laws that govern the evolution of price probability distributions.
■ The solution of economic variational problems, such as intertemporal
optimization.
■ Conditions of continuous hedging, such as the Black-Scholes equation
that we will describe in Chapter 15.

A large number of properties of differential equations have been
established over the last three centuries. This chapter provides only a
brief introduction to the concept of differential equations and their
properties, limiting our discussion to the principal concepts.

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