Limits of Multivariate Functions
Definition (Open and Closed Sets) An open disk (or ball) centered at the point
is the set of all points
such that
for
. If the boundary of the disk is included, the disk is closed.
Open and closed disks are analogous to open and closed intervals on a coordinate line. A point
is an interior point of a set
in
if some open disk centered at
is contained entirely within
. If
is the empty set, or if every point of
is an interior point, then
is an open set. The point
is a boundary point of
if every open disk centered at
contains both points that belong to
and points that do not. The collection of all boundary points of
is called the boundary of
, and
is a closed disk if it contains its boundary.
Definition (Limit of a Multivariate Function) Let
be a real-valued function, then
means that for each given number
, there exists a number
so that if
is a point in the domain of
then
Definition (Limit of a Function of Two Variables) Let
be a real-valued function, then
means that for each given number
, there exists a number
so that if
is a point in the domain of
then
When considering
we need to examine the approach of
to
from two directions (the left-hand limit and the right-hand limit). However, for functions of two variables, we write
to mean that the point
is allowed to approach
along any curve in the domain of
that passes through
. It is often possible to show that a limit does not exist by showing that the limit has different values depending on which curve is used; however, it is impossible to try to prove that
exists by showing the limiting value of
is the same along every curve that passes through
because there are too many such curves.
Proposition (Limit Rules for Functions of Two Variables) Suppose
,
and
is a real number. Then
(i) (Scalar Multiple Rule)
![limits of multivariate functions _gr_48.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_48.gif) (ii) (Sum Rule)
![limits of multivariate functions _gr_49.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_49.gif) (iii) (Product Rule)
![limits of multivariate functions _gr_50.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_50.gif) (iv) (Quotient Rule)
![limits of multivariate functions _gr_52.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_52.gif)
Example (Limit of a Function of Two Variables) Evaluate, if the limit
![limits of multivariate functions _gr_53.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_53.gif)
Solution. We find,
![limits of multivariate functions _gr_54.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_54.gif)
![limits of multivariate functions _gr_55.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_55.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_56.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_56.gif) Solution. We have along the
-axis:
We have along the
-axis
We have along the line
Therefore, the limit does not exist.
![limits of multivariate functions _gr_65.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_65.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_66.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_66.gif)
Solution. We have along the curves
:
But along the curve
, we have
Therefore the limit does not exist.
![limits of multivariate functions _gr_71.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_71.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_72.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_72.gif)
Solution. Computing the limit along the curves
,
and
we begin to suspect that the limit exists. Using the definition of a limit of two variables we prove that the limit exists and is 0. Let
be given. We want to find
such that
that is,
But
since
so
Thus if we choose
and let
then
![limits of multivariate functions _gr_85.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_85.gif)
![limits of multivariate functions _gr_86.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_86.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_87.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_87.gif)
Solution. We have
![limits of multivariate functions _gr_88.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_88.gif)
![limits of multivariate functions _gr_89.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_89.gif)
![limits of multivariate functions _gr_90.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_90.gif)
![limits of multivariate functions _gr_91.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_91.gif)
![limits of multivariate functions _gr_92.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_92.gif)
![limits of multivariate functions _gr_93.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_93.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_94.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_94.gif)
Solution. We have, along the path
![limits of multivariate functions _gr_96.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_96.gif)
![limits of multivariate functions _gr_97.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_97.gif)
![limits of multivariate functions _gr_98.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_98.gif)
Therefore, the limit does not exist because as the path
changes so does the value
![limits of multivariate functions _gr_101.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_101.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
where
is a constant.
Solution. We have
![limits of multivariate functions _gr_104.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_104.gif)
![limits of multivariate functions _gr_105.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_105.gif)
![limits of multivariate functions _gr_106.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_106.gif)
![limits of multivariate functions _gr_107.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_107.gif)
![limits of multivariate functions _gr_108.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_108.gif)
Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function
![limits of multivariate functions _gr_109.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_109.gif)
Solution. Along the line
we have
and along the path
we have
Therefore, the limit does not exist.
![limits of multivariate functions _gr_114.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_114.gif)
Example (Limit of a Function of Two Variables) Find a function
and a point
such that
![limits of multivariate functions _gr_117.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_117.gif)
Solution. Consider the function
and the point
Then
![limits of multivariate functions _gr_120.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_120.gif)
for some values of
and
What does this say about
![limits of multivariate functions _gr_123.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_123.gif)
![limits of multivariate functions _gr_124.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_124.gif) Example (Limit of a Function of Two Variables) Consider the function
Notice that
Is it true, then, that
![limits of multivariate functions _gr_127.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_127.gif) exists? Solution. No because in fact it does not. Consider along the path
We have
![limits of multivariate functions _gr_129.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_129.gif)
![limits of multivariate functions _gr_130.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_130.gif)
![limits of multivariate functions _gr_131.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_131.gif)
![limits of multivariate functions _gr_132.gif]](pages/limits-of-multivariate-functions/Images/limits-of-multivariate-functions_gr_132.gif) which of course varies as the path
does. Therefore the limit of the multivariate function
does not exist.
Recommended Reading
functions of several variables
graphs of functions
polynomial functions
rational functions
level curves
level surfaces
limits of multivariate functions
continuity of multivariate functions
partial derivatives
higher order partial derivatives
tangent planes
total differential
linear approximation with multivariate functions
differentiability
chain rule with one independent parameter
chain rule with two independent parameters
chain rule with several independent parameters
directional derivatives
the gradient
the gradient and directional derivatives
steepest ascent and steepest descent
normal property of the gradient
tangent planes and normal lines
relative extrema
critical points
second partials test
absolute extrema
lagrange multipliers with one parameter
lagrange multipliers with two parameters
Recommended Math Books
Thomas' Calculus, Early Transcendentals, Media Upgrade (11th Edition)
Thomas' Calculus, Media Upgrade (11th Edition)
Thomas' Calculus Early Transcendentals; Student's Solutions Manual; Part One
Calculus (With Analytic Geometry)(8th edition)
Calculus (Stewart's Calculus Series)
Applied Calculus
Calculus Textbooks
Elementary Calculus
Advanced Calculus
Supplementary Resources
Recommended Math Gifts
Math Happy
Calculus Happy
Homework Happy
Limits Happy
I Love Math
I Love Calculus
I Love Homework
I Love Multivariate Calculus
I Love Limits
Cite this as: Limits Of Multivariate Functions Published by Library of Math -- Online math organized by subject into topics.
Written by Smith, David A.
http://www.libraryofmath.com/limits-of-multivariate-functions.html
|
|