This entry is about algebras exhibiting “composition of sums of squares”. For the un-related notion of rings exhibiting a structure akin to composition of endofunctions see at composition ring.
symmetric monoidal (∞,1)-category of spectra
Let $k$ be a field with characteristic $char(k) \neq 2$. A composition algebra over $k$ consists of a finite-dimensional vector space $V$ together with a
A nondegenerate symmetric bilinear form $\langle - , - \rangle: V \otimes V \to k$,
A multiplication map, i.e., a bilinear map $- \cdot -: V \otimes V \to V$,
A unit $e \in V$ for the multiplication, i.e., so that $e \cdot v = v = v \cdot e$,
such that, putting $N(v) = \langle v, v \rangle$,
Beware that there are no assumptions on the multiplication such as associativity, commutativity, etc.
Examples of composition algebras include the real numbers, the complex numbers, the quaternions, the octonions, and the algebra of $2 \times 2$ matrices over a field.
Since $char(k) \neq 2$, we can recover the bilinear form from the norm by the formula
Since the bilinear form is nondegenerate, we may infer $u = v$ whenever
and this will be frequently used in the sequel.
Also since the form is nondegenerate, there exists $v \in V$ such that $N(v) \neq 0$. From $N(v) = N(e v) = N(e)N(v)$, it follows that $N(e) = 1$.
The arrangements of the proofs below are based in part on the treatments by Conway and Smith, and by Springer and Veldkamp (see references below).
(Scaling) $\langle u v, u w \rangle = N(u)\langle v, w \rangle$ and $\langle u w, v w \rangle = \langle u, v \rangle N(w)$
The left sides, and therefore the right sides of the equations below are equal:
and the result follows by cancellation and division by $2$.
(Exchange) $\langle u v, w x \rangle = 2\langle u, w \rangle \langle v, x \rangle - \langle u x, w v \rangle$
From the scaling identity, we have
but the left-hand side is equal to
and now we equate the right-hand sides and cancel to get the result.
In any composition algebra, we may define a conjugation operator by
Observe that $\bar{v} = v$ just when $v$ is a scalar multiple of the identity. By analogy with the classical case (composition algebras over $\mathbb{R}$), such elements will be called real.
The next few propositions develop properties of conjugation.
(Adjointness) $\langle u v, w \rangle = \langle v, \bar{u}w \rangle$ and $\langle u v, w \rangle = \langle u, w\bar{v} \rangle$. $\langle w, u v \rangle = \langle \bar{u} w, v \rangle$ and $\langle w, u v \rangle = \langle w\bar{v}. u \rangle$.
Put $x = e$ in the exchange identity to get the first equation in
The second adjointness equation is proved similarly; the final two come from symmetry of the form.
(Involution) $v = \bar{\bar{v}}$ for all $v$.
For all $u$ we have
and the result follows from nondegeneracy.
(Unitarity) $\langle u, v \rangle = \langle \bar{v}, \bar{u} \rangle = \langle \bar{u}, \bar{v} \rangle$.
$\langle u, v \rangle = \langle e, \bar{u}v \rangle = \langle \bar{v}, \bar{u} \rangle = \langle \bar{u}, \bar{v} \rangle$ where the last equation is symmetry of the bilinear form.
(Anti-automorphism) $\bar{u} \bar{v} = \widebar{v u}$.
For all $w$ we have
using involution and unitarity. The result follows from nondegeneracy of the form.
By the involution and anti-automorphism properties, we see that $\bar{v}v$ is fixed under conjugation: is “real”. Better yet,
(Reality) $\bar{u} \cdot (u v) = N(u)v$.
For all $w$,
and the result follows from nondegeneracy.
This last result has several interesting corollaries. Putting $v = e$, we see that
$N(u) \neq 0$ implies $u$ is invertible, with $u^{-1} = \bar{u}/N(u)$.
$N(u) = 0$ implies $u$ is a zero divisor, with $\bar{u} u = 0$.
In either case, we have from $\bar{u} = 2\langle u, e \rangle e - u$ the identity
so that every element $u$ of a composition algebra satisfies a quadratic equation
This has as further consequence the fact that an algebra admits at most one norm making it a composition algebra (because the minimal monic polynomial of an element $u$ in a finite-dimensional algebra is uniquely determined; the norm of an element would the uniquely determined constant coefficient of its minimal polynomial).
A final corollary of Reality is
(Alternative law) $u \cdot (u v) = u^2 \cdot v$ and $u \cdot v^2 = (u v) \cdot v$.
We have $w(u v) = (w u)v$ if $w$ is either $e$ or $\bar{u}$, and $u$ is a linear combination of $e$ and $\bar{u}$. The other equation is proven similarly.
These are the two axioms as given in alternative algebra, but we remark that often a third alternative law is considered: $u (v u) = (u v) u$. For discussion of this in composition algebras, see the section on Moufang identities below.
This is essentially the same as the Cayley-Dickson construction, but in this section it is applied specifically to composition algebras where we have to deal with a norm, whereas the general construction applies to general (nonassociative) algebras equipped with an anti-involution.
We begin with a simple observation:
Let $V$ be a finite-dimensional vector space with a nondegenerate bilinear form, and let $W$ be a subspace such that the form on $V$ restricts to a nondegenerate form on $W$. Then
and the form on $V$ restricts to a nondegenerate form on $W^\perp$.
The fact that $W \cap W^\perp = \{0\}$ is immediate from nondegeneracy of the form on $W$, and that $W + W^\perp = V$ follows from this and the fact that $dim(W) + dim(W^\perp) = dim(V)$ (use $dim(W^\perp) = dim((V/W)^*) = dim(V/W)$ and $dim(V) = dim(W) + dim(V/W)$). For the second assertion, we know that for $v \in W^\perp$, the map $\langle v, - \rangle |_W: W \to k$ is zero; if also $\langle v, - \rangle |_{W^\perp}: W^\perp \to k$ is zero, then $\langle v, - \rangle: V \to k$ is zero because $V = W + W^\perp$, and $v = 0$ follows from nondegeneracy of the form on $V$.
Thus, given a composition algebra $V$ and a composition subalgebra $W$ of $V$ (that is, a subspace closed under identity and multiplication, such that the norm on $V$ restricts to a nondegenerate form on $W$), the proposition shows there exists $\alpha \in W^\perp$ such that $N(\alpha) \neq 0$. This $\alpha$ is invertible, so $\alpha \cdot W$ has the same dimension as $W$. Moreover, for all $v, w \in W$ we have
so that, by nondegeneracy of the form on $W$, $\alpha W \cap W = \{0\}$. Indeed, $\alpha W$ is orthogonal to $W$. It follows that $W + \alpha W$ has double the dimension of $W$.
Now let us fix such an $\alpha$, and put $\lambda = N(\alpha)$.
For elements $u, v, w, x \in W$,
This follows from the equations
plus bilinearity of the form.
Consequently, if $\langle u + \alpha v, w \rangle = 0$ for all $w \in W$, we must have $u = 0$, and if $\langle u + \alpha v, \alpha x \rangle = 0$ for all $x \in W$, then $v = 0$. It follows that the form on $V$, when restricted to $W + \alpha W$, is nondegenerate.
Now we want to show that the double $W + \alpha W$ is closed under multiplication, hence forms a composition subalgebra. It follows immediately from all this that, starting from the trivial composition subalgebra $k \cdot e$ of dimension 1, $dim(V)$ must be a power of 2, and in fact we will see later that the only possible dimensions are 1, 2, 4, and 8. Indeed, the possible structures of composition algebras are very tightly constrained.
(Conjugation on the double) We have $\widebar{u + \alpha v} = \bar{u} - \alpha v$. Consequently, $\alpha v = - \widebar{\alpha v} = - \bar{v} \bar{\alpha} = \bar{v} \alpha$, and $\widebar{\alpha} = -\alpha$.
$\widebar{\alpha v} = 2\langle \alpha v, e \rangle e - \alpha v = -\alpha v$.
(Closure under multiplication) For all $u, v, w, x \in W$, $(u + \alpha v)(w + \alpha x) = (u w - \lambda x \bar{v}) + \alpha (w v + \bar{u} x)$.
For all $y \in V$, we have the following sets of equations, using the previous proposition (Conj), the Exchange identity (Ex), and other identities frequently observed above (unlabeled as such).
These identities, combined with nondegeneracy of the form, give the result.
The calculation expressed by the fundamental theorem just stated has some remarkable consequences:
For, by starting from the identity
and expanding, one obtains
Using the fact that $N$ is a homomorphism, plus unitarity $N(u) = N(\bar{u})$, further expansions and cancellations yield
which, by adjointness, yields
which by nondegeneracy on $W$, yields associativity $(u w)v = u(w v)$.
For clearly the subalgebra $W$ must be associative; it is also commutative via the following string of equations (using conjugation of the double):
and cancelling out $\alpha$.
Conversely, a lengthy but straightforward calculation shows that if $W$ is commutative and associative, then $V$ is associative.
This results from
so that $w = \bar{w}$ for every $w \in W$, so that $w$ is real. Conversely, from
together with commutativity and trivial conjugation in $W$, we infer commutativity in $V$.
Hence the doubling process may be iterated three times at most.
This same result can also be proven using string diagram calculus. See this paper for a nice exposition of that route.
The classification of composition algebras over specific fields (e.g., number fields, local fields) can be a bit intricate; in this section we concentrate solely on the classical case where $k = \mathbb{R}$ is the real numbers, where the results have been known for a long time, known as the Hurwitz theorem.
A fundamental dichotomy is whether or not the composition algebra has zero divisors, i.e., elements $v$ such that $N(v) = 0$. If not, then the composition algebra is a division algebra (every nonzero element is invertible). If so, then the composition algebra is called a split composition algebra. We analyze each in turn.
In a division composition algebra, all nonzero elements have positive norm.
If all elements $v$ orthogonal to the identity $e$ have positive norm, the result is immediate since
Otherwise, if some such element $v$ has $N(v) = \lambda \lt 0$, we may put $u = v/|\lambda|^{1/2}$ so that $N(u) = -1$. Then $u$ is orthogonal to $e$ and
which contradicts the assumption that all nonzero elements are invertible.
In particular, any division composition algebra is a normed division algebra.
Now let $V$ be a division composition algebra, with $V = W + \alpha W$, where $0 \neq \alpha \in W^\perp$. Put $j = \alpha/N(\alpha)^{1/2}$, so that $N(j) = 1$, $j \perp W$, and $V = W + j W$. We have the following possibilities.
$dim(V) = 2$. In that case $W$ is purely real and $V$ is a commutative field over $\mathbb{R}$ with $-j^2 = j\bar{j} = N(j) = 1$. This is of course the complex numbers, with
the usual norm. The conjugate of $s + j t$ is $s - j t$.
$dim(V) = 4$. In that case $W$ is a 2-dimensional division composition algebra, hence isomorphic to $\mathbb{C}$, and $V$ is an associative division algebra over $\mathbb{R}$ given by $V = \mathbb{C} + j\mathbb{C}$, where again $j^2 = -1$. (Evidently $V$ is not commutative because $W$ is not purely real.) By conjugation of the double, we have
where $i$ is an imaginary unit of $\mathbb{C}$, and we arrive at the algebra of quaternions $\mathbb{H}$ over $\mathbb{R}$, with orthonormal basis provided by $1, i, j, k = i j$. Conjugation is given by the usual operation
$dim(V) = 8$. In that case $W$ is a 4-dimensional division composition algebra, hence isomorphic to $\mathbb{H}$, and $V$ is an alternative division algebra over $\mathbb{R}$ given by $V = \mathbb{H} + j\mathbb{H}$, with $j^2 = -1$. ($V$ is not associative because $W$ is not commutative.) The structure of multiplication is given by the theorem above and the resulting algebra is the algebra of octonions, with the standard norm and conjugation.
Thus, we have established the Hurwitz theorem
(Hurwitz) The only division composition algebras over the real numbers $\mathbb{R}$ are the real numbers, complex numbers, quaternions, and octonions.
Now we turn to split composition algebras $V$. It turns out that the structure of these is not specific to the field $\mathbb{R}$: the classification of possible split composition algebras is the same over any field (see the text by Springer and Veldkamp), although we will continue to work over $\mathbb{R}$ as we describe them below.
Suppose $V = W + \alpha W$, where $\alpha \in W^\perp$, $N(\alpha) \neq 0$. Put $j = \alpha/|N(\alpha)|^{1/2}$, so $|N(j)| = 1$, $V = W + j W$. In addition to the trivial 1-dimensional case, we have the following possibilities.
$dim(V) = 2$. In this case $N(j) = -1$ (else $V$ would be a division algebra, not a split composition algebra) and $j^2 = 1$ (we are now using $1$ to denote the identity). The elements
are primitive idempotents, conjugate to one another, and $V \cong \mathbb{R} e_1 \oplus \mathbb{R} e_2$ as a product ring. The norm of an element $x e_1 + y e_2$ is $N(x e_1 + y e_2) = x y$.
$dim(V) = 4$. Let $i$ be an imaginary unit of $W$, so $\bar{i} = -i$ and $|N(i)| = 1$. Here either $N(i) = -1$ ($W$ is split), or $N(i) = 1$ ($W$ is isomorphic to $\mathbb{C}$). In the second instance, $N(j) = -1$, else $V$ would be a division algebra, and we may replace $W$ by the split algebra $W' = \mathbb{R} + \mathbb{R} i j$ and still have $V = W' + j W'$. So without loss of generality we may assume $W$ is split; therefore, there is up to isomorphism only one split composition algebra of dimension 4. This is the algebra of $2 \times 2$ matrices $A$, for which $N(A) = det(A)$ and $W$ is embedded as the subalgebra of diagonal matrices; the element $j$ may be taken to be the matrix $A$ with $a_{11} = a_{22} = 0$, $a_{12} = a_{21} = 1$. The conjugate of a matrix $A$ is $\bar{A} = Tr(A)I - A$, which leads to the familiar formula for $det(A) A^{-1}$ when $A$ is invertible.
$dim(V) = 8$. Again, by an argument similar to the one used for the case of dimension 4, we may assume a maximal proper composition subalgebra $W$ is split, and up to isomorphism there is only one split composition algebra of dimension 8, aka the split octonions. The multiplication may be deduced from the fundamental result on doubling multiplication above, or may be expressed as follows. Denote scalars by letters like $r, s$ and 3-vectors by letters like $x, y$. Let $\langle x, y \rangle$ denote the standard inner product
and let $x \wedge y$ denote the standard cross-product, so that $\langle x \wedge y, z \rangle = det(x, y, z)$. Elements of $V$ are represented by $2 \times 2$ arrays
and multiplication is given by the following formula, highly reminiscent of matrix multiplication but with some cross-product cross terms:
The norm is given by a kind of determinant formula
Further consequences of the composition algebra axioms include the Moufang laws which are important in the study of octonions.
Moufang identities
$(u v)(w u) = (u(v w))u) = u((v w)u)$
$((u v)u)w = u(v(u w))$
$((u v)w)v = u(v(w v))$
We will prove the first of these; the others are proven in similar style (see Springer-Veldkamp for details). (It may be tricky to remember how the bracketings go, but one thing to remember is that the bracketings shouldn’t lead to proofs of general associativity when interpreted in a division algebra!)
We have
which makes it plain that $(u v)(w u)$ depends on $u$ and $v w$ only. Hence we get the same result if we replace $v$ and $w$ and any two elements whose product is $v w$, say $v w$ and $e$. In other words,
which completes the proof.
For all $u$, $v$ in a composition algebra, the third alternative law holds: $u(v u) = (u v)u$.
See also Moufang loop.
The term “composition algebra” refers to “composition of sums of squares”, as in
Textbook account on composition algebras:
A general abstract formulation of Rost 96
in terms of string diagrams in additive braided monoidal categories is in
An exposition of the string diagram proof of the Hurwitz’ theorem on the classification of compositon algebras is given in
Bruce Westbury, Hurwitz’ theorem on composition algebras (arXiv:1011.6197)
See also
John Conway, Derek A. Smith, On Quaternions and Octonions, A.K. Peters, 2003.
T.A. Springer, F.D. Veldkamp, Octonions, Jordan algebras, and exceptional groups, Springer Monographs in Mathematics, Springer-Verlag 2000.
Last revised on June 4, 2022 at 05:19:20. See the history of this page for a list of all contributions to it.