If u=x+y+z, v=x2+y2+z2 and w=xy+yz+zx, then show that gradu, gradv and gradw are coplanar.
Technique
Three vectors are coplanar iff their scalar triple product is zero, i.e. iff the determinant whose rows are the three vectors (here the Jacobian ∂(x,y,z)∂(u,v,w)) vanishes.
Solution
Compute the gradients:
∇u=(1,1,1),∇v=(2x,2y,2z),∇w=(y+z,z+x,x+y).
The three vectors are coplanar iff the scalar triple product ∇u⋅(∇v×∇w)=0, i.e.
12xy+z12yz+x12zx+y=0.
Take out the factor 2 from the middle row:
21xy+z1yz+x1zx+y.
Add the second row to the third (R3→R2+R3):
R2+R3=(x+y+z,x+y+z,x+y+z)=(x+y+z)(1,1,1).
So the determinant becomes
21xx+y+z1yx+y+z1zx+y+z=2(x+y+z)1x11y11z1=0,
since the first and third rows are identical.
Therefore the scalar triple product is zero, so ∇u,∇v,∇w are coplanar.
(Geometric reason: v=u2−2w, so ∇v=2u∇u−2∇w — the three gradients satisfy a linear relation, hence are linearly dependent, i.e. coplanar.)