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Applications

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  Applications [ edit ] Linear approximations [ edit ] Main article:  Linear approximation Linear approximations are used to replace complicated functions with linear functions that are almost the same. Given a differentiable function  f ( x ,  y )  with real values, one can approximate  f ( x ,  y )  for  ( x ,  y )  close to  ( a ,  b )  by the formula � ( � , � )   ≈   � ( � , � ) + ∂ � ∂ � ( � , � ) ( � − � ) + ∂ � ∂ � ( � , � ) ( � − � ) . The right-hand side is the equation of the plane tangent to the graph of  z  =  f ( x ,  y )  at  ( a ,  b ) . Optimization [ edit ] Main article:  Mathematical optimization For a continuously differentiable  function of several real variables , a point  P  (that is, a set of values for the input variables, which is viewed as a point in  R n ) is  critical  if all of the  partial derivatives ...