String Diagrams Enable Exact Tensor Network Contraction via Hypergraph Trees — E8 Intelligence Research
Year: 2026
Type: preprint
Abstract: FINDING: Free compact closure of a symmetric monoidal category yields string diagrams as morphisms, enabling exact tensor network contraction via hypergraph-optimized trees. | MATH: The free compact closed category \( \mathcal{C}_{\text{cc}} \) is constructed from a symmetric monoidal category \( \mathcal{C} \) by freely adding adjoints to objects; morphisms are string diagrams annotated by objects and morphisms of \( \mathcal{C} \). The embedding \( \mathcal{C} \hookrightarrow \mathcal{C}_{\text{cc}} \) is faithful. Tensor network contraction complexity is reduced by hypergraph decomposition into optimized tree structures, minimizing intermediate tensor ranks. | CONNECTION: String diagrams inherently encode planar graph duality and symmetries of ribbon graphs; hypergraph contraction trees relate to lattice path enumeration and root system branching (e.g., \( A_n \), \( D_n \), \( E_6 \), \( E_7 \), \( E_8 \)). No explicit golden ratio or base-60 constants appear, but the categorical f Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
Author: Caldin, Andrew Stewart
Language: English
Subfield: Geometry and Topology
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7171198621
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