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Informal draft notes dated 1.11.15 from Phil's tensor/wedge-product document project, with margin comments and reminders to clean up later. They compute d(*α) for a 1-form to get the divergence and *d*dα for the Laplacian, then the curl in R3 via a Hodge correspondence. Stokes' theorem is applied to recover the divergence theorem, the classical Stokes theorem and Green's theorem in the plane.
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3. Divergence
This section is very similar to the preceding one, but now we start with a 1-form. See // comments above.
α = Σifi dxi // 1-form
*α = Σifi *dxi = f *dx
= Σifi (-1)i-1 dx1 ^ dx2 ^ ... [dxi]... ^ dxn
d(*α) = Σi (-1)i-1Σj (∂jfi) dxj ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn
= Σi (-1)i-1Σj (∂jfi) δi,j dxj ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn
= Σi (∂ifi) (-1)i-1dxi ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn
= Σi(∂ifi) dx1 ^ dx2 ^ ... dxi... ^ dxn
= Σi(∂ifi) dx1 ^ dx2 ^ ...^ dxn
*(d(*α)) = Σi(∂ifi) *(dx1 ^ dx2 ^ ...^ dxn) = Σi(∂ifi) 1
= ( f) *(d(*α)) = ( f )
Apply Stokes' Theorem :
∫M dβ = ∫∂M β
∫M d(*α) = ∫∂M *α
∫M f dx1 ^ dx2 ^ ...^ dxn = ∫∂M f *dx
∫M f d = ∫∂M f *dx
**********************
2. Laplacian
α = f // 0-form α ↔ f
dα = Σi (∂if) dxi // (10.3.3) dα ↔ f
*(dα) = [Σi (∂if)] (*dxi) // for next two lines, see above (10.3.1) on Hodge *
= [Σi (∂if)] (-1)i-1 dx1 ^ dx2 ^ ... [dxi]... ^ dxn // means dxi is missing
// (sign)I,k = (-1)a+b+..+q (-1)k(k+1)/2 = (-1)i (-1)1(1+1)/2 = (-1)i+1 = (-1)i-1
d(*dα) = Σi(-1)i-1 d[(∂if)] ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn // next line is (10.3.3) f → ∂if
= Σi(-1)i-1 Σj(∂j∂if)] dxj ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn // but j ≠ i 0 by (7.2.5), so
= Σij(-1)i-1(∂j∂if) δi,j dxj ^ dx1 ^ dx2 ^ ... [dxi]... ^ dxn // symmetric sum Σij (10.3.8)
= Σi(∂2if) (-1)i-1 dxi ^ dx1 ^ dx2 ^ .. [dxi]... ^ dxn // use up δi,j
= [Σi(∂2if)] dx1 ^ dx2 ^ ... dxi... ^ dxn // slide dxi into position, i-1 swaps
= [Σi(∂2if)] dx1 ^ dx2 ^ ...^ dxn
*(d(*dα)) = [Σi(∂2if)] *(dx1 ^ dx2 ^ ...^ dxn) = [Σi(∂2if)] 1
= 2f *(d(*dα)) = 2f
************
Now consider
( x f )i = εijk ∂jfk
dAi = (1/2) εiab dxa ^ dxb
Note back up to
dα = Σi<j (∂ifj - ∂jfi) dxi ^ dxj
= ( x f ) *dx
Clean this up tomorrow!!
Proof:
*dA1 = dx1 ^ dx2
Apply Stokes' Theorem with β = α
∫M dβ = ∫∂M β
∫M dα = ∫∂M α
∫M Σi<j (∂ifj - ∂jfi) dxi ^ dxj = ∫∂M f dx
************************
Can you just install these into Stokes' theorem?
3. Divergence
∫M dβ = ∫∂M β
I want to see this for the divergence theorem
∫M ( f) = ∫∂M f dA
So I need
β = f dA = f12 dx1 ^ dx2 + f13 dx1 ^ dx3 + f23 dx2 ^ dx3
dβ = ( f) = *(d(*α))
But
β = f12 dx1 ^ dx2 + f13 dx1 ^ dx3 + f23 dx2 ^ dx3
= F3 dx1 ^ dx2 + F2 dx3 ^ dx1 + F1 dx2 ^ dx3
= F1 dx2 ^ dx3 + F2 dx3 ^ dx1 + F3 dx1 ^ dx2
= F dA
dβ = dF1 ^ dx2 ^ dx3 + dF2 ^ dx3 ^ dx1 + dF3 ^ dx1 ^ dx2
= Σi(∂iF1) dxi ^ dx2 ^ dx3 + Σi(∂iF2) dxi ^ dx3 ^ dx1 + Σi(∂iF3) dxi ^ dx1 ^ dx2
= (∂1F1) dx1 ^ dx2 ^ dx3 + (∂2F2) dx2 ^ dx3 ^ dx1 + (∂3F3) dx3 ^ dx1 ^ dx2
= [ ∂1F1+ ∂1F1+ ∂1F1] dx1 ^ dx2 ^ dx3
= ( F) dx1 ^ dx2 ^ dx3
∫M dβ = ∫∂M β
∫M ( F) dx1 ^ dx2 ^ dx3 = ∫∂M F dA
So how does this generalize to n dimensions. I have missed something here!
I showed already far above that
*α = Σifi *dxi = f *dx
d(*α) = ( f ) dx1 ^ dx2 ^ ...^ dxn
So then try Stokes this way
∫M dβ = ∫∂M β
∫M d(*α) = ∫∂M *α
∫M ( f ) dx1 ^ dx2 ^ ...^ dxn = ∫∂M f *dx // divergence theorem
I did all this once, where is it?
I now think this is a good idea to do all this stuff localized in a new appendix and reference it from the motivation area. Then main is not cluttered.
************
Now specialize to the case of R3, in which case there are only three terms in this sum :
i=1 j = 2: (-1)1+2+1(∂1f2 - ∂2f1) dx3 // dx1 and dx2 are missing
i=1 j = 3: (-1)1+3+1(∂1f3 - ∂3f1) dx2 // dx1 and dx3 are missing
i=2 j = 3: (-1)2+3+1(∂2f3 - ∂3f2) dx1 . // dx2 and dx3 are missing
Therefore
*(dα) = (∂1f2 - ∂2f1) dx3 - (∂1f3 - ∂3f1) dx2 + (∂2f3 - ∂3f2) dx1
= (∂1f2 - ∂2f1) dx3 + (∂3f1 - ∂1f3) dx2 + (∂2f3 - ∂3f2) dx1
= ( x f )3 dx3 + ( x f )2 dx2 + ( x f )1 dx1
= ( x f ) dx .
So we have the following "Hodge correspondence"
*(dα) ↔ ( x f)
Now back up to
dα = Σi<j (∂ifj - ∂jfi) dxi ^ dxj
Write out the three terms
dα = (∂1f2 - ∂2f1) dx1 ^ dx2 + (∂1f3 - ∂3f1) dx1 ^ dx3 + (∂2f3 - ∂3f2) dx2 ^ dx3
= (∂1f2 - ∂2f1) dA3 + (∂1f3 - ∂3f1) [-dA2 ] + (∂2f3 - ∂3f2) dA1
= (∂2f3 - ∂3f2) dA1 + (∂3f1 - ∂1f3) dA2 + (∂1f2 - ∂2f1) dA3
= ( x f)1 dA1 + ( x f)2 dA2 + ( x f)3 dA3
= ( x f) dA
Apply Stokes' Theorem with β = α
∫M dβ = ∫∂M β
∫M dα = ∫∂M α
∫A ( x f) dA = ∫C f dx
When both sides are converted to regular calculus integrals (two definitions of Section 10.11), we get
∫A ( x f) dA = ∫C f dx = C f dx
which is the traditional Stokes' Theorem where C is the boundary of the area A.
Back up now to the general Rn result above,
α = Σjfj dxj = f dx
dα = Σi<j (∂ifj - ∂jfi) dxi ^ dxj
∫M dα = ∫∂M α
∫M Σi<j (∂ifj - ∂jfi) dxi ^ dxj = ∫∂M f dx
In R2 this becomes
∫M (∂1f2 - ∂2f1) dx1 ^ dx2 = ∫∂M [ f1dx1 + f2dx2]
When both sides are converted to regular calculus integrals (two definitions of Section 10.11), we get
∫A (∂1f2 - ∂2f1) dx1dx2 = ∫C [ f1dx1 + f2dx2]
Setting x1 = x, x2 = y, f1 = f and f2 = g one gets
∫A (∂xg - ∂yf) dxdy = ∫C [ fdx + gdy]
which is known as Green's Theorem in a plane.