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Find the domain and range of the function f ( x , y ) = 36 9 x 2 9 y 2 .

The domain is the shaded circle defined by the inequality 9 x 2 + 9 y 2 36 , which has a circle of radius 2 as its boundary. The range is [ 0 , 6 ] .
A circle of radius two with center at the origin. The equation x2 + y2 ≤ 4 is given.

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Graphing functions of two variables

Suppose we wish to graph the function z = ( x , y ) . This function has two independent variables ( x and y ) and one dependent variable ( z ) . When graphing a function y = f ( x ) of one variable, we use the Cartesian plane. We are able to graph any ordered pair ( x , y ) in the plane, and every point in the plane has an ordered pair ( x , y ) associated with it. With a function of two variables, each ordered pair ( x , y ) in the domain of the function is mapped to a real number z . Therefore, the graph of the function f consists of ordered triples ( x , y , z ) . The graph of a function z = ( x , y ) of two variables is called a surface    .

To understand more completely the concept of plotting a set of ordered triples to obtain a surface in three-dimensional space, imagine the ( x , y ) coordinate system laying flat. Then, every point in the domain of the function f has a unique z -value associated with it. If z is positive, then the graphed point is located above the xy -plane, if z is negative, then the graphed point is located below the xy -plane . The set of all the graphed points becomes the two-dimensional surface that is the graph of the function f .

Graphing functions of two variables

Create a graph of each of the following functions:

  1. g ( x , y ) = 9 x 2 y 2
  2. f ( x , y ) = x 2 + y 2
  1. In [link] , we determined that the domain of g ( x , y ) = 9 x 2 y 2 is { ( x , y ) 2 | x 2 + y 2 9 } and the range is { z 2 | 0 z 3 } . When x 2 + y 2 = 9 we have g ( x , y ) = 0 . Therefore any point on the circle of radius 3 centered at the origin in the x , y -plane maps to z = 0 in 3 . If x 2 + y 2 = 8 , then g ( x , y ) = 1 , so any point on the circle of radius 2 2 centered at the origin in the x , y -plane maps to z = 1 in 3 . As x 2 + y 2 gets closer to zero, the value of z approaches 3. When x 2 + y 2 = 0 , then g ( x , y ) = 3 . This is the origin in the x , y -plane . If x 2 + y 2 is equal to any other value between 0 and 9 , then g ( x , y ) equals some other constant between 0 and 3 . The surface described by this function is a hemisphere centered at the origin with radius 3 as shown in the following graph.
    A hemisphere with center at the origin. The equation z = g(x, y) = the square root of the quantity (9 – x2 – y2) is given.
    Graph of the hemisphere represented by the given function of two variables.
  2. This function also contains the expression x 2 + y 2 . Setting this expression equal to various values starting at zero, we obtain circles of increasing radius. The minimum value of f ( x , y ) = x 2 + y 2 is zero (attained when x = y = 0 . ) . When x = 0 , the function becomes z = y 2 , and when y = 0 , then the function becomes z = x 2 . These are cross-sections of the graph, and are parabolas. Recall from Introduction to Vectors in Space that the name of the graph of f ( x , y ) = x 2 + y 2 is a paraboloid . The graph of f appears in the following graph.
    A paraboloid with vertex at the origin. The equation z = f(x, y) = x2 + y2 is given.
    A paraboloid is the graph of the given function of two variables.
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Nuts and bolts

A profit function for a hardware manufacturer is given by

f ( x , y ) = 16 ( x 3 ) 2 ( y 2 ) 2 ,

where x is the number of nuts sold per month (measured in thousands) and y represents the number of bolts sold per month (measured in thousands). Profit is measured in thousands of dollars. Sketch a graph of this function.

This function is a polynomial function in two variables. The domain of f consists of ( x , y ) coordinate pairs that yield a nonnegative profit:

16 ( x 3 ) 2 ( y 2 ) 2 0 ( x 3 ) 2 + ( y 2 ) 2 16.

This is a disk of radius 4 centered at ( 3 , 2 ) . A further restriction is that both x and y must be nonnegative. When x = 3 and y = 2 , f ( x , y ) = 16 . Note that it is possible for either value to be a noninteger; for example, it is possible to sell 2.5 thousand nuts in a month. The domain, therefore, contains thousands of points, so we can consider all points within the disk. For any z < 16 , we can solve the equation f ( x , y ) = 16 :

16 ( x 3 ) 2 ( y 2 ) 2 = z ( x 3 ) 2 + ( y 2 ) 2 = 16 z .

Since z < 16 , we know that 16 z > 0 , so the previous equation describes a circle with radius 16 z centered at the point ( 3 , 2 ) . Therefore. the range of f ( x , y ) is { z | z 16 } . The graph of f ( x , y ) is also a paraboloid, and this paraboloid points downward as shown.

A paraboloid center seemingly on the positive z axis. The equation z = f(x, y) = 16 – (x – 3)2 – (y – 2)2 is given.
The graph of the given function of two variables is also a paraboloid.
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Source:  OpenStax, Calculus volume 3. OpenStax CNX. Feb 05, 2016 Download for free at http://legacy.cnx.org/content/col11966/1.2
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