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Limits of Multivariate Functions

Definition (Open and Closed Sets) An open disk (or ball) centered at the point limits of multivariate functions _gr_1.gif] is the set of all points limits of multivariate functions _gr_2.gif]such that

limits of multivariate functions _gr_3.gif]

for limits of multivariate functions _gr_4.gif]. 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 limits of multivariate functions _gr_5.gif] is an interior point of a set   limits of multivariate functions _gr_6.gif] in limits of multivariate functions _gr_7.gif] if some open disk centered at limits of multivariate functions _gr_8.gif] is contained entirely within limits of multivariate functions _gr_9.gif]. If limits of multivariate functions _gr_10.gif] is the empty set, or if every point of limits of multivariate functions _gr_11.gif] is an interior point, then limits of multivariate functions _gr_12.gif] is an open set. The point limits of multivariate functions _gr_13.gif] is a boundary point of limits of multivariate functions _gr_14.gif] if every open disk centered at limits of multivariate functions _gr_15.gif] contains both points that belong to limits of multivariate functions _gr_16.gif] and points that do not. The collection of all boundary points of limits of multivariate functions _gr_17.gif] is called the boundary of limits of multivariate functions _gr_18.gif], and limits of multivariate functions _gr_19.gif] is a closed disk if it contains its boundary.

Definition (Limit of a Multivariate Function) Let limits of multivariate functions _gr_20.gif] be a real-valued function, then

limits of multivariate functions _gr_21.gif]

means that for each given number limits of multivariate functions _gr_22.gif], there exists a number limits of multivariate functions _gr_23.gif] so that if limits of multivariate functions _gr_24.gif] is a point in the domain of limits of multivariate functions _gr_25.gif] then

limits of multivariate functions _gr_26.gif]

Definition (Limit of a Function of Two Variables) Let limits of multivariate functions _gr_27.gif] be a real-valued function, then

limits of multivariate functions _gr_28.gif]

means that for each given number limits of multivariate functions _gr_29.gif], there exists a number limits of multivariate functions _gr_30.gif] so that if limits of multivariate functions _gr_31.gif] is a point in the domain of limits of multivariate functions _gr_32.gif] then

limits of multivariate functions _gr_33.gif]

    When considering limits of multivariate functions _gr_34.gif] we need to examine the approach of limits of multivariate functions _gr_35.gif] to limits of multivariate functions _gr_36.gif] from two directions (the left-hand limit and the right-hand limit). However, for functions of two variables, we write limits of multivariate functions _gr_37.gif] to mean that the point limits of multivariate functions _gr_38.gif] is allowed to approach limits of multivariate functions _gr_39.gif] along any curve in the domain of limits of multivariate functions _gr_40.gif] that passes through limits of multivariate functions _gr_41.gif].
    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 limits of multivariate functions _gr_42.gif] exists by showing the limiting value of limits of multivariate functions _gr_43.gif] is the same along every curve that passes through limits of multivariate functions _gr_44.gif] because there are too many such curves.

Proposition (Limit Rules for Functions of Two Variables) Suppose

limits of multivariate functions _gr_45.gif],  

limits of multivariate functions _gr_46.gif]

and limits of multivariate functions _gr_47.gif] is a real number. Then

        (i) (Scalar Multiple Rule)    limits of multivariate functions _gr_48.gif]
    
        (ii) (Sum Rule)    limits of multivariate functions _gr_49.gif]
    
        (iii) (Product Rule) limits of multivariate functions _gr_50.gif]
    
        (iv) (Quotient Rule)    limits of multivariate functions _gr_51.gif]   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]

    Solution. We find,
    
limits of multivariate functions _gr_54.gif]
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]
    
    Solution. We have along the limits of multivariate functions _gr_57.gif]-axis:

limits of multivariate functions _gr_58.gif]

We have along the limits of multivariate functions _gr_59.gif]-axis limits of multivariate functions _gr_60.gif]

limits of multivariate functions _gr_61.gif]

We have along the line limits of multivariate functions _gr_62.gif] limits of multivariate functions _gr_63.gif]

limits of multivariate functions _gr_64.gif]

Therefore, the limit does not exist.   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]

    Solution. We have along the curves limits of multivariate functions _gr_67.gif]:

limits of multivariate functions _gr_68.gif]

But along the curve limits of multivariate functions _gr_69.gif], we have

limits of multivariate functions _gr_70.gif]

Therefore the limit does not exist.   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]

    Solution. Computing the limit along the curves limits of multivariate functions _gr_73.gif], limits of multivariate functions _gr_74.gif] and limits of multivariate functions _gr_75.gif] 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 limits of multivariate functions _gr_76.gif] be given. We want to find limits of multivariate functions _gr_77.gif] such that

limits of multivariate functions _gr_78.gif]

that is,  

limits of multivariate functions _gr_79.gif]

But limits of multivariate functions _gr_80.gif] since limits of multivariate functions _gr_81.gif] so

limits of multivariate functions _gr_82.gif]  

Thus if we choose limits of multivariate functions _gr_83.gif] and let limits of multivariate functions _gr_84.gif] then

limits of multivariate functions _gr_85.gif]
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]

    Solution. We have

limits of multivariate functions _gr_88.gif]

limits of multivariate functions _gr_89.gif]

limits of multivariate functions _gr_90.gif]

limits of multivariate functions _gr_91.gif]

limits of multivariate functions _gr_92.gif]
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]

    Solution. We have, along the path limits of multivariate functions _gr_95.gif]

limits of multivariate functions _gr_96.gif]

limits of multivariate functions _gr_97.gif]

limits of multivariate functions _gr_98.gif]

Therefore, the limit does not exist because as the path limits of multivariate functions _gr_99.gif] changes so does the value limits of multivariate functions _gr_100.gif] limits of multivariate functions _gr_101.gif]

Example (Limit of a Function of Two Variables) Evaluate the limit of the multivariate function  

limits of multivariate functions _gr_102.gif] where limits of multivariate functions _gr_103.gif] is a constant.

    Solution. We have

limits of multivariate functions _gr_104.gif]

limits of multivariate functions _gr_105.gif]

limits of multivariate functions _gr_106.gif]

limits of multivariate functions _gr_107.gif]
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]

    Solution. Along the line limits of multivariate functions _gr_110.gif] we have limits of multivariate functions _gr_111.gif] and along the path limits of multivariate functions _gr_112.gif] we have limits of multivariate functions _gr_113.gif] Therefore, the limit does not exist.   limits of multivariate functions _gr_114.gif]

Example (Limit of a Function of Two Variables) Find a function limits of multivariate functions _gr_115.gif] and a point limits of multivariate functions _gr_116.gif] such that

limits of multivariate functions _gr_117.gif]

    Solution. Consider the function limits of multivariate functions _gr_118.gif] and the point limits of multivariate functions _gr_119.gif] Then

limits of multivariate functions _gr_120.gif]

for some values of limits of multivariate functions _gr_121.gif] and limits of multivariate functions _gr_122.gif] What does this say about

limits of multivariate functions _gr_123.gif]
limits of multivariate functions _gr_124.gif]

Example (Limit of a Function of Two Variables) Consider the function limits of multivariate functions _gr_125.gif] Notice that
     
limits of multivariate functions _gr_126.gif]

Is it true, then, that

limits of multivariate functions _gr_127.gif]

exists?
     
     Solution. No because in fact it does not. Consider along the path limits of multivariate functions _gr_128.gif] We have
     
limits of multivariate functions _gr_129.gif]

limits of multivariate functions _gr_130.gif]

limits of multivariate functions _gr_131.gif]

   limits of multivariate functions _gr_132.gif]
  
which of course varies as the path limits of multivariate functions _gr_133.gif] does. Therefore the limit of the multivariate function limits of multivariate functions _gr_134.gif] does not exist. limits of multivariate functions _gr_135.gif]

limits of multivariate functions _gr_136.gif] Recommended Reading
limits of multivariate functions _gr_137.gif]functions of several variables
limits of multivariate functions _gr_138.gif]graphs of functions
limits of multivariate functions _gr_139.gif]polynomial functions
limits of multivariate functions _gr_140.gif]rational functions
limits of multivariate functions _gr_141.gif]level curves
limits of multivariate functions _gr_142.gif]level surfaces
limits of multivariate functions _gr_143.gif]limits of multivariate functions
limits of multivariate functions _gr_144.gif]continuity of multivariate functions
limits of multivariate functions _gr_145.gif]partial derivatives
limits of multivariate functions _gr_146.gif]higher order partial derivatives
limits of multivariate functions _gr_147.gif]tangent planes
limits of multivariate functions _gr_148.gif]total differential
limits of multivariate functions _gr_149.gif]linear approximation with multivariate functions
limits of multivariate functions _gr_150.gif]differentiability
limits of multivariate functions _gr_151.gif]chain rule with one independent parameter
limits of multivariate functions _gr_152.gif]chain rule with two independent parameters
limits of multivariate functions _gr_153.gif]chain rule with several independent parameters
limits of multivariate functions _gr_154.gif]directional derivatives
limits of multivariate functions _gr_155.gif]the gradient
limits of multivariate functions _gr_156.gif]the gradient and directional derivatives
limits of multivariate functions _gr_157.gif]steepest ascent and steepest descent
limits of multivariate functions _gr_158.gif]normal property of the gradient
limits of multivariate functions _gr_159.gif]tangent planes and normal lines
limits of multivariate functions _gr_160.gif]relative extrema
limits of multivariate functions _gr_161.gif]critical points
limits of multivariate functions _gr_162.gif]second partials test
limits of multivariate functions _gr_163.gif]absolute extrema
limits of multivariate functions _gr_164.gif]lagrange multipliers with one parameter
limits of multivariate functions _gr_165.gif]lagrange multipliers with two parameters

limits of multivariate functions _gr_166.gif] Recommended Math Books
limits of multivariate functions _gr_167.gif] Thomas' Calculus, Early Transcendentals, Media Upgrade (11th Edition)
limits of multivariate functions _gr_168.gif] Thomas' Calculus, Media Upgrade (11th Edition)
limits of multivariate functions _gr_169.gif] Thomas' Calculus Early Transcendentals; Student's Solutions Manual; Part One
limits of multivariate functions _gr_170.gif] Calculus (With Analytic Geometry)(8th edition)
limits of multivariate functions _gr_171.gif] Calculus (Stewart's Calculus Series)
limits of multivariate functions _gr_172.gif] Applied Calculus
limits of multivariate functions _gr_173.gif] Calculus Textbooks
limits of multivariate functions _gr_174.gif] Elementary Calculus
limits of multivariate functions _gr_175.gif] Advanced Calculus
limits of multivariate functions _gr_176.gif] Supplementary Resources

limits of multivariate functions _gr_177.gif] Recommended Math Gifts
limits of multivariate functions _gr_178.gif] Math Happy
limits of multivariate functions _gr_179.gif] Calculus Happy
limits of multivariate functions _gr_180.gif] Homework Happy
limits of multivariate functions _gr_181.gif] Limits Happy
limits of multivariate functions _gr_182.gif] I Love Math
limits of multivariate functions _gr_183.gif] I Love Calculus
limits of multivariate functions _gr_184.gif] I Love Homework
limits of multivariate functions _gr_185.gif] I Love Multivariate Calculus
limits of multivariate functions _gr_186.gif] 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
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