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Other meanings of Tensor product

Mathematics

Tensor product of representations

In mathematics, the tensor product of representations is a construction that combines two representations of a group, Lie algebra, or other algebraic structure to produce a new representation on the tensor product of the underlying vector spaces. It is a fundamental tool in representation theory, with applications ranging from quantum mechanics to the classification of particles. The tensor product of irreducible representations decomposes into a direct sum of irreducibles, a process known as the Clebsch–Gordan decomposition, which is central to many areas of physics and mathematics.

Symbol
Tensor product symbol
V⊗W
Underlying space
Tensor product of vector spaces
dim(V)·dim(W)
Dimension
Dimension of the tensor product
1

Definition and basic properties

For a group G, given representations ρ: G → GL(V) and σ: G → GL(W), the tensor product representation ρσ acts on VW by (ρσ)(g)(vw) = ρ(g)vσ(g)w, extended linearly. This definition applies to Lie algebras, where the action is given by the Leibniz rule: X·(vw) = (X·v)⊗w + v⊗(X·w). The dimension of the tensor product is the product of the dimensions, and the character of the tensor product is the pointwise product of characters: χρσ(g) = χρ(g)χσ(g).1

2

Clebsch–Gordan decomposition

For compact groups and semisimple Lie algebras, the tensor product of two irreducible representations is completely reducible, decomposing into a direct sum of irreducibles: VλVμ = ⊕ν cλμν Vν. The multiplicities cλμν are the Clebsch–Gordan coefficients, which appear in quantum mechanics when adding angular momenta. For SU(2), the decomposition follows the rule j1j2 = ⊕j=|j1j2|j1+j2 j, where each irreducible appears exactly once.2

3

Applications in physics and Lie theory

In quantum mechanics, the tensor product of representations describes the combined state space of multiple particles, and the Clebsch–Gordan coefficients are used to compute the probabilities of coupled angular momentum states. In particle physics, the tensor product of representations of the Lorentz group or gauge groups (such as SU(3) color) determines the possible bound states and scattering amplitudes. In Lie theory, the tensor product of representations of a Lie algebra is used to construct higher-dimensional representations and to study the structure of the universal enveloping algebra. The tensor product also plays a role in the representation theory of quantum groups, where the braiding introduces non-trivial statistics.3

4

Lesser-known aspects

Beyond the standard group case, the tensor product of representations can be defined for Hopf algebras, where the comultiplication dictates the action on the tensor product. For super Lie algebras, the tensor product involves a sign factor: (X·(vw)) = (X·v)⊗w + (−1)|v||X| v⊗(X·w). The tensor product of representations of the symmetric group is related to the Kronecker product of symmetric functions, which remains a challenging computational problem. In the representation theory of finite groups, the tensor product of a representation with its dual contains the trivial representation exactly once, a fact used in the proof of Schur's lemma. The tensor product also appears in the theory of fusion categories, where the decomposition rules define the fusion rules of anyons in topological quantum computation.4

Glossary

Irreducible representation
A representation with no non-trivial invariant subspaces.
Clebsch–Gordan coefficients
The multiplicities in the decomposition of a tensor product of irreducible representations.
Hopf algebra
An algebraic structure with a comultiplication that allows the definition of tensor products of representations.

The tensor product of representations is a cornerstone of both pure and applied mathematics, bridging abstract algebra with physical reality.