Matrix Product of Vectors
0.- Consider a three-dimensional vector space with
A,B 3-d vectors,
and orthonormal basis: {e1, e2, e3}.
1.- Given B, neither A·B nor A×B define A in a unique way. Let us combine both defining the non-commutative "Clifford product" of two vectors, with the following two axioms:
Axiom 1: The Clifford (or matrix) product of a vector with itself is the same as the dot product:
DD = D·D = D2 a scalar.
Axiom 2: The Clifford product is associative:
(AB)C = A(BC).
2.- Working directly with the basis, let us choose
D = e1 + e2, to find immediately that:
e1e2 = -e2e1,
and similarly, e2e3 = -e3e2, and e3e1 = -e1e3. In general,
AB + BA = 2 A·B,
for the symmetric part of the Clifford product.
On the other hand, the Clifford product e1e2e3 (= e3e1e2 = e2e3e1) is such that:
(e1e2e3)2 = e1e2e3e1e2e3 = -e1e2e1e3e2e3 = e2e3e2e3 = -1,
and it commutes with e1, e2, and e3:
(e1e2e3)e1 = e1e2e3e1 = -e1e2e1e3 = e1e1e2e3 = e1(e1e2e3), and so on.
Hence, we can identify e1e2e3 = i, the imaginary unit.
3.- We can thus rewrite e1e2 = ie3, e2e3 = ie1, and e3e1 = ie2, since, e.g.
e1e2 = e1e2(e3e3) = (e1e2e3)e3 = ie3.
All possible products yield the basis
{1, e1, e2, e3, i, ie1, ie2, ie3}
of an eight-dimensional linear space of "cliffors" allowing for linear combinations of complex scalars and complex vectors:
cliffor = a + ib + A + iB, a,b real numbers, A,B real 3-d vectors,
with i = √-1.
Since e1e2 = ie1×e2 = -e2e1, the antisymmetric part of the Clifford product of A and B is given by iA×B, so finally:
AB = A·B + iA×B.
In general, the Clifford product of two cliffors is:
(u + U)(v + V) = uv + uV + vU + U·V + iU×V,
where u, v are complex numbers and U, V are complex vectors.
Using this definition, a product of two cliffors is again a cliffor, i.e. the Clifford algebra is closed with respect to the product.
This product allows us to find the inverse of a vector, and in general, the inverse of a cliffor:
AA = A2, so A-1 = A(A2)-1 = (A2)-1A, and
(u + U)-1 = (u - U)/(u2 – U2),
whenever the (numerical) denominator does not vanish.