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  1. The flux C F · N d s across any closed curve C is zero.
  2. If C 1 and C 2 are curves in the domain of F with the same starting points and endpoints, then C 1 F · N d s = C 2 F · N d s . In other words, flux is independent of path.
  3. There is a stream function     g ( x , y ) for F . A stream function for F = P , Q is a function g such that P = g y and Q = g x . Geometrically, F = ( a , b ) is tangential to the level curve of g at ( a , b ) . Since the gradient of g is perpendicular to the level curve of g at ( a , b ) , stream function g has the property F ( a , b ) g ( a , b ) = 0 for any point ( a , b ) in the domain of g . (Stream functions play the same role for source-free fields that potential functions play for conservative fields.)
  4. P x + Q y = 0

Finding a stream function

Verify that rotation vector field F ( x , y ) = y , x is source free, and find a stream function for F .

Note that the domain of F is all of 2 , which is simply connected. Therefore, to show that F is source free, we can show any of items 1 through 4 from the previous list to be true. In this example, we show that item 4 is true. Let P ( x , y ) = y and Q ( x , y ) = x . Then P x + 0 = Q y , and therefore P x + Q y = 0 . Thus, F is source free.

To find a stream function for F , proceed in the same manner as finding a potential function for a conservative field. Let g be a stream function for F . Then g y = y , which implies that

g ( x , y ) = y 2 2 + h ( x ) .

Since g x = Q = x , we have h ( x ) = x . Therefore,

h ( x ) = x 2 2 + C .

Letting C = 0 gives stream function

g ( x , y ) = x 2 2 + y 2 2 .

To confirm that g is a stream function for F , note that g y = y = P and g x = x = Q .

Notice that source-free rotation vector field F ( x , y ) = y , x is perpendicular to conservative radial vector field g = x , y ( [link] ).

Two vector fields in two dimensions. The first has arrows surrounding the origin in a clockwise circular pattern. The second has arrows pointing out and away from the origin in a radial manner. Circles with radii 1.5, 2, and 2.5 and centers at the origin are drawn in both. The arrows near the origin are shorter than those much further away. The first is labeled F(x,y) = <y, -x> and the second is labeled for the gradient, delta g = <x, -y>.
(a) In this image, we see the three-level curves of g and vector field F . Note that the F vectors on a given level curve are tangent to the level curve. (b) In this image, we see the three-level curves of g and vector field g . The gradient vectors are perpendicular to the corresponding level curve. Therefore, F ( a , b ) g ( a , b ) = 0 for any point in the domain of g .
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Find a stream function for vector field F ( x , y ) = x sin y , cos y .

g ( x , y ) = x cos y

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Vector fields that are both conservative and source free are important vector fields. One important feature of conservative and source-free vector fields on a simply connected domain is that any potential function f of such a field satisfies Laplace’s equation f x x + f y y = 0 . Laplace’s equation is foundational in the field of partial differential equations because it models such phenomena as gravitational and magnetic potentials in space, and the velocity potential of an ideal fluid. A function that satisfies Laplace’s equation is called a harmonic function . Therefore any potential function of a conservative and source-free vector field is harmonic.

To see that any potential function of a conservative and source-free vector field on a simply connected domain is harmonic, let f be such a potential function of vector field F = P , Q . Then, f x = P and f x = Q because f = F . Therefore, f x x = P x and f y y = Q y . Since F is source free, f x x + f y y = P x + Q y = 0 , and we have that f is harmonic.

Satisfying laplace’s equation

For vector field F ( x , y ) = e x sin y , e x cos y , verify that the field is both conservative and source free, find a potential function for F , and verify that the potential function is harmonic.

Let P ( x , y ) = e x sin y and Q ( x , y ) = e x cos y . Notice that the domain of F is all of two-space, which is simply connected. Therefore, we can check the cross-partials of F to determine whether F is conservative. Note that P y = e x cos y = Q x , so F is conservative. Since P x = e x sin y and Q y = e x sin y , P x + Q y = 0 and the field is source free.

To find a potential function for F , let f be a potential function. Then, f = F , so f x = e x sin y . Integrating this equation with respect to x gives f ( x , y ) = e x sin y + h ( y ) . Since f y = e x cos y , differentiating f with respect to y gives e x cos y = e x cos y + h ( y ) . Therefore, we can take h ( y ) = 0 , and f ( x , y ) = e x sin y is a potential function for f .

To verify that f is a harmonic function, note that f x x = x ( e x sin y ) = e x sin y and

f y y = x ( e x cos y ) = e x sin y . Therefore, f x x + f y y = 0 , and f satisfies Laplace’s equation.

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Practice Key Terms 2

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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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