Chapter 8
Multivariable
Calculus
Section 1
Learning Objectives for Section 8.1
Functions of Several Variables
■
The student will be able to identify functions of two or more independent variables.■
The student will be able toevaluate functions of several variables.
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Functions of Two or More
Independent Variables
An equation of the form z = f (x, y) describes a function of two independent variables if for each permissible order pair (x, y) there is one and only one z determined. The variables x
and y are independent variables and z is a dependent variable.
An equation of the form w = f (x, y, z) describes a function of three independent variables if for each permissible
ordered triple (x, y, z) there is one and only one w
Domain and Range
For a function of two variables z = f (x, y), the set of all ordered pairs of permissible values of x and y is the domain
of the function, and the set of all corresponding values
f (x, y) is the range of the function.
Unless otherwise stated, we will assume that the domain of a function specified by an equation of the form z = f (x, y) is the set of all ordered pairs of real numbers f (x, y) such that
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Examples
Examples
1. For the cost function C(x, y) = 1,000 + 50x +100y, find C(5, 10).
C(5, 10) = 1,000 + 50 · 5 + 100 · 10 = 2,250
2. For f (x, y, z) = x2 + 3xy + 3xz + 3yz + z2,
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Examples
1. For the cost function C(x, y) = 1,000 + 50 x +100 y, find C(5, 10).
C(5, 10) = 1,000 + 50 · 5 + 100 · 10 = 2,250
2. For f (x, y, z) = x2 + 3xy + 3xz + 3yz + z2,
find f (2, 3, 4)
f (2, 3, 4) = 22 + 3 · 2 · 3 + 3 · 2 · 4 + 3 · 3 · 4 + 42
Examples
(continued)
There are a number of concepts that we are familiar
with that can be considered as functions of two or more variables.
Area of a rectangle: A(l, w) = lw
l
w
Volume of a rectangular box:
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Examples
(continued)
Economist use the Cobb-Douglas production function to describe the number of units f (x, y) produced from the utilization of x units of labor and y units of capital. This function is of the form
where k, m, and n are positive constants with
m + n = 1.
n m
y
x
k
y
x
Cobb-Douglas Production Function
The production of an electronics firm is given approximately by the function
with the utilization of x units of labor and y units of capital. If the company uses 5,000 units of labor and 2,000 units of capital, how many units of electronics will be produced?
7 . 0 3 . 0
5
)
,
(
x
y
x
y
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Cobb-Douglas Production Function
The production of an electronics firm is given approximately by the function
with the utilization of x units of labor and y units of capital. If the company uses 5,000 units of labor and 2,000 units of capital, how many units of electronics will be produced?
1087
2000
5000
5
)
2000
,
5000
(
=
⋅
0.3 0.7=
f
7 . 0 3 . 05
)
,
(
x
y
x
y
Three-Dimensional Coordinates
A three-dimensional coordinate system is formed by three mutually perpendicular number lines intersecting at their origins. In such a system, every ordered triplet of numbers (x, y, z) can be associated with a
unique point, and conversely.
We use a plan such as the one to the right to display
this system on a plane. y
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y z
Three-Dimensional Coordinates
(continued)
Three-Dimensional Coordinates
(continued)
Locate (3, – 1, 2) on the three-dimensional coordinate system.
y = –1
z = 2
x = 3
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Graphing Surfaces
Consider the graph of z = x2 + y2. If we let x = 0, the equation
becomes z = y2, which we know as the standard parabola in the
yz plane. If we let y = 0, the equation becomes z = x2, which we
know as the standard parabola in the xz plane.
The graph of this equation z = x2 + y2 is a parabola rotated
Graphing Surfaces
(continued)
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Graphing Surfaces
(continued)
However, many graphing calculators only have the ability to graph two-variable functions.
Graphing Surfaces
in the
x-z
Plane
Here is the cross section of
z = x2 + y2 in the plane y = 0.
This is a graph of z = x2 + 0.
x z
z
Here is the cross section of
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Graphing Surfaces
in the
y-z
Plane
Here is the cross section of
z = x2 + y2 in the plane x = 0.
This is a graph of z = 0 + y2.
y z
y z
Here is the cross section of
z = x2 + y2 in the plane y = 2.
Summary
■
We defined functions of two or more independent variables.■
We saw several examples of these functions including the Cobb-Douglas Production Function.