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A conservative field ''F'' can equivalently be expressed in terms of its [[Calculus/PotentialFunction|potential function]] ''f'': ''F = ∇f''.


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=== Identifying the Field's Function ===

if a vector field is conservative, then there exists at least one function ''f'' satisfying ''F = ∇f''. There is a general process for identifying this function ''f''.

As an example, consider a vector field given as ''F = <P(x,y), Q(x,y)>''.

 1. Integrate ''P'' with respect to ''x''. This produces a function like ''g(x,y) + h(y)'' where ''h(y)'' is unknown, encompasses the constant ''C'', and accounts for variation in all variables that were held constant for the partial integration.
 2. Derive ''g(x,y) + h(y)'' with respect to ''y''. This produces a function like ''g,,y,,(x,y) + h'(y)''.
 3. Set ''g,,y,,(x,y) + h'(y)'' equal to ''Q(x,y)'' and solve for ''h'(y)''.
 4. Integrate ''h'(y)'', solving for the actual ''h(y)''.
 5. The gradient function is ''g(x,y) + h(y) + C''.



=== Laplace Operator ===
=== Divergence of Conservative Fields ===

Vector Field

A vector field represents direction and magnitude at all points in a coordinate system.


Description

A vector field F is defined for some domain D and maps points to a vector. Generally the vectors have as many dimensions as the coordinate system. That is, a point (x,y) maps to a vector <P,Q>; a point (x,y,z) maps to a vector <P,Q,R>.

A vector field's domain can be characterized as simply connected, connected, or not connected.


Conservative Fields

A conservative field is path independent. That is, for all Ci that connect A to B and are entirely within D,

pathind.svg

A conservative field F can equivalently be expressed in terms of its potential function f: F = ∇f.

Cross-Partial Property of Conservative Fields

A conservative field must satisfy the cross-partial property.

In two dimensions the property specifies that, given F = <P(x,y), Q(x,y)>,

cross1.svg

In three dimensions is specifies that, given F = <P(x,y,z), Q(x,y,z), R(x,y,z)>,

cross1.svg

cross2.svg

cross3.svg

Equivalently, test if the curl of F is 0.

If the domain D is simply connected, then satisfying this property is enough to confirm that a vector field is conservative. Otherwise there are more edge cases to consider.

Divergence of Conservative Fields

Divergence of a conservative vector field F can be calculated as:

laplace1.svg

The 2 expression is the Laplace operator.


Source-Free Fields

A vector field is source-free if there is zero divergence. This means that there are no sources (points where the field originates) or sinks (points where the field terminates). A consequence is that, for any closed curve or surface, there is zero flux.

To summarize, these are tests for a source-free field:

  • sourcefree1.svg

  • sourcefree2.svg for a smooth closed curve C

  • sourcefree3.svg for a vector field given as F=<P,Q>

  • sourcefree4.svg for a vector field given as F=<P,Q>

If a vector field is source-free, there is at least one stream function g. If the field is given as F=<P,Q>, then g must satisfy:

stream1.svg


Conservative and Source-Free Fields

If vector field F is both conservative and source-free, then it must be that 2f = 0. This is Laplace's equation, and a function f satisfying it is harmonic.


Irrotational Fields

A vector field is irrotational if there is zero curl.


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Calculus/VectorField (last edited 2025-12-12 19:36:15 by DominicRicottone)