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Linear Approximation

Definition (Linear Approximation) If linear approximation with multivariate functions _gr_1.gif] and its partial derivatives linear approximation with multivariate functions _gr_2.gif] and linear approximation with multivariate functions _gr_3.gif] are defined on an open region linear approximation with multivariate functions _gr_4.gif] containing the point linear approximation with multivariate functions _gr_5.gif] and linear approximation with multivariate functions _gr_6.gif] and linear approximation with multivariate functions _gr_7.gif] are continuous at linear approximation with multivariate functions _gr_8.gif] then

linear approximation with multivariate functions _gr_9.gif]

so that

linear approximation with multivariate functions _gr_10.gif].

Example (Linear Approximation) Using linear approximation and differentials to find an approximate value for linear approximation with multivariate functions _gr_11.gif]

    Solution. Consider the function linear approximation with multivariate functions _gr_12.gif] and observe that we can easily calculate linear approximation with multivariate functions _gr_13.gif] Therefore, we take linear approximation with multivariate functions _gr_14.gif] and linear approximation with multivariate functions _gr_15.gif]

linear approximation with multivariate functions _gr_16.gif]

Since

linear approximation with multivariate functions _gr_17.gif]

we have

           linear approximation with multivariate functions _gr_18.gif]
          
   linear approximation with multivariate functions _gr_19.gif]
  
   linear approximation with multivariate functions _gr_20.gif]
  
   linear approximation with multivariate functions _gr_21.gif]
  
   linear approximation with multivariate functions _gr_22.gif]
  
   linear approximation with multivariate functions _gr_23.gif]

This approximation is accurate to two decimal places. linear approximation with multivariate functions _gr_24.gif]

Example (Linear Approximation) Using linear approximation and differentials to find an approximate value for Use differentials to find an approximate value for  

linear approximation with multivariate functions _gr_25.gif]

    Solution. Consider the function

linear approximation with multivariate functions _gr_26.gif]

and observe that we can easily calculate linear approximation with multivariate functions _gr_27.gif] Therefore, we take linear approximation with multivariate functions _gr_28.gif] linear approximation with multivariate functions _gr_29.gif] linear approximation with multivariate functions _gr_30.gif] linear approximation with multivariate functions _gr_31.gif] linear approximation with multivariate functions _gr_32.gif] and linear approximation with multivariate functions _gr_33.gif] in
    
linear approximation with multivariate functions _gr_34.gif]
    
Since

linear approximation with multivariate functions _gr_35.gif]

linear approximation with multivariate functions _gr_36.gif]
and

linear approximation with multivariate functions _gr_37.gif]
    
we have

   linear approximation with multivariate functions _gr_38.gif]
  
   linear approximation with multivariate functions _gr_39.gif]
  
   linear approximation with multivariate functions _gr_40.gif]
  
   linear approximation with multivariate functions _gr_41.gif]
  
   linear approximation with multivariate functions _gr_42.gif]
  
   linear approximation with multivariate functions _gr_43.gif]
    
This approximation is accurate to two decimal places.   linear approximation with multivariate functions _gr_44.gif]

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Cite this as:
Linear Approximation With Multivariate Functions
Published by Library of Math -- Online math organized by subject into topics.
Written by Smith, David A.
http://www.libraryofmath.com/linear-approximation-with-multivariate-functions.html
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