Integral theorems · Definition
Divergence
Before you start you need to know
It turns a vector field into a scalar function telling where flow is created or destroyed; it is the quantity integrated in the divergence theorem.
Definition
The divergence of a vector field \(\mathbf F=\langle P,Q,R\rangle\) is the scalar field that measures, at each point, how much the flow of the field expands or compresses.
It is computed with the operator \(\nabla=\langle\partial_x,\partial_y,\partial_z\rangle\) as a formal dot product with \(\mathbf F\): each component is differentiated with respect to its own variable and the three results are added. So the divergence of a field in \(\mathbb R^3\) is a number at each point, not a vector, and in the plane one simply adds \(P_x+Q_y\).
The physical reading is that of a fluid with velocity \(\mathbf F\). If \(\operatorname{div}\mathbf F(P)>0\), more fluid leaves a small neighborhood of \(P\) than enters it and \(P\) acts as a source; if negative, as a sink; if zero, what enters is what leaves and the field is called incompressible (or solenoidal) at \(P\). Guiding example: \(\mathbf F=\langle x,y,z\rangle\) spreads away from the origin in every direction and has divergence \(3\) everywhere.
Divergence does not detect swirling: the field \(\langle -y,x,0\rangle\) circulates around the \(z\)-axis yet its divergence is \(0\). Nor should it be confused with the gradient, which goes from scalars to vectors; here the opposite happens. It is linear, and for a scalar \(f\) times a field, \(\operatorname{div}(f\mathbf F)=\nabla f\cdot\mathbf F+f\operatorname{div}\mathbf F\).
Together with the curl, it completes the two basic derivatives of a field. Later, the divergence theorem equates the triple integral of \(\operatorname{div}\mathbf F\) with the flux through the boundary, and Green's theorem in flux form is its planar version.
Think about it
Can a field have zero divergence and still swirl?
Yes. \(\langle -y,x,0\rangle\) rotates around the \(z\)-axis and its divergence is \(0\): divergence measures expansion, not rotation.
If \(\operatorname{div}\mathbf F=0\) on all of \(\mathbb R^3\), how much net flux crosses any sphere?
Zero: by the divergence theorem the flux equals the triple integral of \(0\) over the interior.
Exercises 10
- Compute \(\operatorname{div}\mathbf F\) for \(\mathbf F=\langle x^2,\,y^2,\,z^2\rangle\).
- Compute \(\operatorname{div}\mathbf F\) for \(\mathbf F=\langle xy,\,yz,\,zx\rangle\).
- The divergence of \(\mathbf F=\langle x,\,y,\,z\rangle\) at any point equals:
- Compute \(\operatorname{div}\mathbf F\) for the rotation field \(\mathbf F=\langle -y,\,x,\,0\rangle\).
- Compute \(\operatorname{div}\mathbf F\) for \(\mathbf F=\langle xe^{y},\,ye^{z},\,ze^{x}\rangle\).
- Evaluate \(\operatorname{div}\mathbf F\) at \((1,2,3)\) for \(\mathbf F=\langle x^2y,\,yz,\,xz^2\rangle\).
- If \(\operatorname{div}\mathbf F>0\) at a point \(P\), then near \(P\) the flow of the field:
- Which of these fields is incompressible, that is, has \(\operatorname{div}\mathbf F=0\)?
- For which value of \(a\) does \(\mathbf F=\langle ax,\,3y,\,-2z\rangle\) have zero divergence?
- For \(\mathbf F=(x^2+y^2+z^2)\langle x,\,y,\,z\rangle\), \(\operatorname{div}\mathbf F\) is:
What comes next
References
- James Stewart, Daniel K. Clegg, Saleem Watson, Calculus: Early Transcendentals, 9th edition, Cengage, 2021. §16.5
- Joel Hass, Christopher Heil, Przemyslaw Bogacki, Maurice D. Weir, George B. Thomas Jr., Thomas' Calculus, 15th edition, Pearson, 2023. §16.8
- Jerrold E. Marsden, Anthony Tromba, Vector Calculus, 6th edition, W. H. Freeman, 2012. §4.4