Answer:
In 3-dimensions, we define the Levi-Civita tensor, εijk, to be totally antisymmetric, so we get a minus sign under interchange of any pair of indices. We work throughout in Cartesian coordinate. This means that most of the 27 components are zero, since, for example,
ε212 = −ε212
if we imagine interchanging the two 2s. This means that the only nonzero components are the ones for which i, j and k all take different value. There are only six of these, and all of their values are determined once we choose any one of them. Define
ε123 ≡ 1
Then by antisymmetry it follows that
ε123 = ε231 = ε312 = +1
ε132 = ε213 = ε321 = −1
All other components are zero.
Using εijk we can write index expressions for the cross product and curl. The i th component of the cross product is given by
[u × v] i = εijkujvk
as we check by simply writing out the sums for each value of i,
[u × v] 1 = ε1jkujvk
= ε123u2v3 + ε132u3v2 + (all other terms are zero)
= u2v3 − u3v2
[u × v] 2 = ε2jkujvk
= ε231u3v1 + ε213u1v3
= u3v1 − u1v3
[u × v] 3 = ε3jkujvk
= u1v2 − u2v1
We get the curl simply by replacing ui by ∇i = ∂ ∂xi ,
[∇ × v] i = εijk∇jvk
If we sum these expressions with basis vectors ei , where e1 = i, e2 = j, e3 = k, we may write these as vectors:
u × v = [u × v] i ei
= εijkujvkei
∇ × v = εijkei∇jvk
There are useful identities involving pairs of Levi-Civita tensors. The most general is
εijkεlmn = δilδjmδkn + δimδjnδkl + δinδjlδkm − δilδjnδkm − δinδjmδkl − δimδjlδkn
To check this, first notice that the right side is antisymmetric in i, j, k and antisymmetric in l, m, n. For example, if we interchange i and j, we get
εjikεlmn = δjlδimδkn + δjmδinδkl + δjnδilδkm − δjlδinδkm − δjnδimδkl − δjmδilδkn
Now interchange the first pair of Kronecker deltas in each term, to get i, j, k in the original order, then rearrange terms, then pull out an overall sign,
εjikεlmn = δimδjlδkn + δinδjmδkl + δilδjnδkm − δinδjlδkm − δimδjnδkl − δilδjmδkn
= −δilδjmδkn − δimδjnδkl − δinδjlδkm + δilδjnδkm + δinδjmδkl + δimδjlδkn
= − (δilδjmδkn + δimδjnδkl + δinδjlδkm − δilδjnδkm − δinδjmδkl − δimδjlδkn)
= −εijkεlmn
Total antisymmetry means that if we know one component, the others are all determined uniquely. Therefore, set i = l = 1, j = m = 2, k = n = 3, to see that
ε123ε123 = δ11δ22δ33 + δ12δ23δ31 + δ13δ21δ32 − δ11δ23δ32 − δ13δ22δ31 − δ12δ21δ33
= δ11δ22δ33
= 1
Check one more case. Let i = 1, j = 2, k = 3 again, but take l = 3, m = 2, n = 1. Then we have
ε123ε321 = δ13δ22δ31 + δ12δ21δ33 + δ11δ23δ32 − δ13δ21δ32 − δ11δ22δ33 − δ12δ23δ31
= −δ11δ22δ33
= −1
as expected.
We get a second identity by setting n = k and summing,
εijkεlmk = δilδjmδkk + δimδjkδkl + δikδjlδkm − δilδjkδkm − δikδjmδkl − δimδjlδkk
= 3δilδjm + δimδjl + δimδjl − δilδjm − δilδjm − 3δimδjl
= (3 − 1 − 1) δilδjm − (3 − 1 − 1) δimδjl
= δilδjm − δimδjl
so we have a much simpler, and very useful, relation
εijkεlmk = δilδjm − δimδjl
A second sum gives another identity. Setting m = j and summing again,
εijkεljk = δilδmm − δimδml
= 3δil − δil
= 2δil
Setting the last two indices equal and summing provides a check on our normalization
εijkεijk = 2δii = 6
This is correct, since there are only six nonzero components and we are summing their squares.
Collecting these results,
εijkεlmn = δilδjmδkn + δimδjnδkl + δinδjlδkm − δilδjnδkm − δinδjmδkl − δimδjlδkn
εijkεlmk = δilδjm − δimδjl
εijkεljk = 2δil
εijkεijk = 6
Now we use these properties to prove some vector identities. First, consider the triple product,
u · (v × w) = ui [v × w] i
= uiεijkvjwk
= εijkuivjwk
Because εijk = εkij = εjki, we may write this in two other ways,
u · (v × w) = εijkuivjwk
= εkijuivjwk
= wkεkijuivj
= wi [u × v] i
= w · (u × v)
and
u · (v × w) = εijkuivjwk
= εjkiuivjwk
= vj [w × u] j
= v · (w × u)
so that we have established
u · (v × w) = w · (u × v) = v · (w × u)
and we get the negative permutations by interchanging the order of the vectors in the cross products. Next, consider a double cross product:
[u × (v × w)]i = εijkuj [v × w]k
= εijkuj εklmvlwm
= εijkεklmujvlwm
= εijkεlmkujvlwm
= (δilδjm − δimδjl) ujvlwm
= δilδjmujvlwm − δimδjlujvlwm
= (δilvl) (δjmujwm) − (δjlujvl) (δimwm)
= vi (umwm) − (ujvj ) wi Returning to vector notation, this is the BAC − CAB rule,
u × (v × w) = (u · w) v − (u · v) w
Finally, look at the curl of a cross product,
[∇ × (v × w)]i = εijk∇j [v × w]k 3
= εijk∇j (εklmvlwm)
= εijkεklm ((∇jvl) wm + vl∇jwm)
= (δilδjm − δimδjl) ((∇jvl) wm + vl∇jwm)
= δilδjm ((∇jvl) wm + vl∇jwm) − δimδjl ((∇jvl) wm + vl∇jwm)
= (∇mvi) wm + vi∇mwm − (∇jvj ) wi − vj∇jwi
Restoring the vector notation, we have
∇ × (v × w) = (w · ∇) v + (∇ · w) v − (∇ · v) w − (v · ∇) w
If you doubt the advantages here, try to prove these identities by explicitly writing out all of the components!
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