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Exercises on vector analysis, including calculating divergences, curls, and using the divergence theorem and stokes's theorem. Topics covered include surface integrals, volume integrals, and identities. Students are expected to solve problems related to vector fields and scalar fields in r3.
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2010, term 1 Stefan Adams
Hand in solutions to questions B1, B2, B3 and B4 by 3pm Monday of week 6.
A1 Calculating divergences Calculate the divergence div v = ∇·v for the following vector fields v : R^3 → R^3 with:
(a) v(x, y, z) = (x^2 , xy, xz) (b) v(x, y, z) = (cos(xy),
1 + x^2 y^2 z^2 , zy sin(xy))
(c) v(x, y, z) = ∇f (x, y, z) where f : R^3 → R, (x, y, z) 7 → f (x, y, z) = xyez^.
A2 Examples of the divergence theorem For each of the following vector fields v : R^3 → R^3 calculate the flux integral
S v·^ Nˆ dS out of the sphere S given by x^2 + y^2 + z^2 = R^2. Calculate them first as surface integrals and then confirm that your answer agrees with the volume integral given by the divergence theorem.
(a) v(x, y, z) = (x, y, z) (b) v(x, y, z) = (−y, x, 0) (c) v(x, y, z) = (−x, y, z).
A3 Using the divergence theorem Let f : R^3 → R, (x, y, z) 7 → f (x, y, z) = x^4 + y^4 + z^4. Use the divergence theorem to calculate the outward flux of ∇f through the following surfaces:
(a) The boundary of the cube 0 ≤ x, y, z ≤ 1 , (b) The sphere x^2 + y^2 + z^2 = R^2.
A4 Calculating curls For each of the following vector fields v : R^3 → R^3 calculate the curl ∇ × v:
(a) v(x, y, z) = (−y, x, 1) (b) v(x, y, z) = (xy + z,
x^2 + 2yz, y^2 + x)
(c) v(x, y, z) = (xz, yz, 0)
A5 Identities
(a) For v : R^3 → R^3 show that ∇·(∇ × v) = 0. (b) For f : R^3 → R and v : R^3 → R^3 show that ∇ × (f v) = f ∇ × v + ∇f × v.
A6 Stokes’s theorem in the plane Let v : R^2 → R^2 , (x, y) 7 → v(x, y) = (0, x). Calculate curl(v). Apply Stokes’s theorem to v on the region Ω bounded by the ellipse x
2 α^2 +^
y^2 β^2 = 1. Hence prove that the area of^ Ω^ is^ παβ.
A7 Stokes’s theorem in R^3 Sketch the surface S given by the portion of a paraboloid z = 2 − x^2 − y^2 where z ≥ 0. Using an inward facing normal vector field, explain how to parameterise the boundary ∂S so that the unit tangent vector Tˆ and the unit normal vector Nˆ are correctly oriented for Stokes’ theorem. For the vector field v : R^3 → R^3 , (x, y, z) 7 → v(x, y, z) = (y, z, x) calculate both the surface flux
S ∇ ×^ v·^ Nˆ dS and the tangential line integral
∂S v·^ Tˆ ds and verify that Stokes’s Theorem holds.
B1 The flux integral
(a) Calculate the flux of the vector field f : R^3 → R^3 , (x, y, z) 7 → f (x, y, z) = (z, x, − 3 y^2 z) across the surface of the cylinder {(x, y, z) ∈ R^3
∣x^2 + y^2 = 16, z ∈ [0, 5]}. (b) Calculate the flux of the vector field
f : R^3 → R^3 , (x, y, z) 7 → f (x, y, z) = (4xz, −y^2 , yz)
across the surface of the unit cube bounded by the planes x = 0, x = 1, y = 0, y = 1, z = 0 and z = 1. (the unit cube is the set {(x, y, z) ∈ R^3
∣ (^0) ≤ x ≤ 1 , 0 ≤ y ≤ 1 , 0 ≤ z ≤ 1 })
B2 The divergence theorem
Use the divergence theorem to calculate the following flux integrals. (a) The outward flux of the two dimensional vector field
f : R^2 → R^2 , (x, y) 7 → f (x, y) = (x/2 + y
x^2 + y^2 , y/ 2 − x
x^2 + y^2 )
through the boundary of the ball Ω = {(x, y) ∈ R^2
∣ (^) x^2 + y^2 ≤ R^2 } ⊂ R^2 , R > 0. (b) The outward flux of the vector field f : R^3 → R^3 , (x, y, z) 7 → f (x, y, z) = (2x, −y, 3 z)
through the boundary of the pyramid Ω bounded by the planes x + 2y + 3z = 6, x = 0, y = 0 and z = 0. (Hint: you may quote a formula for the volume of a pyramid).
B3 Identities and harmonic functions
(a) For three dimensional vector fields u : R^3 → R^3 and v : R^3 → R^3 show that
∇·(u × v) = v·(∇ × u) − u·(∇ × v).
(b) For three dimensional scalar fields f : R^3 → R and g : R^3 → R show that ∆(f g) = f ∆g + 2∇f ·∇g + g ∆f.
(c) For the scalar field ϕ : R^3 → R and the vector field u : R^3 → R^3 show that
∇·(ϕu) = (∇ϕ)·u + ϕ(∇·u).
(d) Give a sketch of the proof of the following statement: Let f : D → R, D ⊂ R^3 , be harmonic (that is ∆f (x) = 0 for all x ∈ D). Then for any closed ball B(a, r) ⊂ D (recall B(a, r) = {x = (x 1 , x 2 , x 3 ) ∈ R^3 |‖x − a‖ ≤ r}) having radius r > 0 and origin a ∈ D with surface S = ∂B(a, r) = {x = (x 1 , x 2 , x 3 ) ∈ R^3 |‖x − a‖ = r} it holds that the value of the function at the origin of the ball is the mean value of the function over the surface of that ball, i.e. f (a) =
4 πr^2
S
f.
B4 Integration by parts formulae
For a function f : Rn^ → R and a vector field v : Rn^ → Rn^ show that
∇·(f v) = ∇f ·v + f ∇·v. Deduce the integration by parts formula, for a region Ω ⊆ R^3 , ∫
Ω
f ∇·v dV = −
Ω
∇f ·v dV +
∂Ω
f v· Nˆ dS.
Write out the formula in the special case where v = ∇g for some g : R^3 → R. Deduce that ∫
Ω
f ∆g dV =
Ω
g∆f dV +
∂Ω
f ∇g· Nˆ dS −
∂Ω
g ∇f · Nˆ dS.
This final identity is called Green’s identity, named after George Green who was the son of a Nottinghamshire baker and a self taught mathematician. See question C4 for an application of this identity.