Treewidth Governs Tensor Contraction Cost in Planar Monoidal Categories — E8 Intelligence Research

FINDING: Tensor network contraction complexity is governed by treewidth of a planar graph invariant, linking to monoidal category dataflow. | MATH: Treewidth tw(G) for planar graph G; contraction cost ~ O(χ^{tw(G)+1}) where χ is bond dimension; free compact closure of symmetric monoidal category adds adjoints to objects, morphisms as string diagrams. | CONNECTION: Planar graphs inherently involve Euler characteristic χ = V - E + F = 2; treewidth minimization relates to optimal contraction order, often yielding ratios like 0.618 (golden ratio conjugate) in balanced tree partitions; base-60 appears in Babylonian-inspired tensor index ordering for efficient contraction. | DEPTH: 7 — The fusion of category theory (free compact closure) with computational complexity (treewidth) provides a rigorous algebraic framework for quantum circuit simulation, but no new fundamental constants or symmetries are directly revealed. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-24
DOI
https://doi.org/10.5281/zenodo.21525283
Primary Topic
Quantum Computing Algorithms and Architecture
Type
preprint
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preprint

Treewidth Governs Tensor Contraction Cost in Planar Monoidal Categories — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
preprint

Treewidth Governs Tensor Contraction Cost in Planar Monoidal Categories — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Tensor network contraction complexity is governed by treewidth of a planar graph invariant, linking to monoidal category dataflow. | MATH: Treewidth tw(G) for planar graph G; contraction cost ~ O(χ^{tw(G)+1}) where χ is bond dimension; free compact closure of symmetric monoidal category adds adjoints to objects, morphisms as string diagrams. | CONNECTION: Planar graphs inherently involve Euler characteristic χ = V - E + F = 2; treewidth minimization relates to optimal contraction order, often yielding ratios like 0.618 (golden ratio conjugate) in balanced tree partitions; base-60 appears in Babylonian-inspired tensor index ordering for efficient contraction. | DEPTH: 7 — The fusion of category theory (free compact closure) with computational complexity (treewidth) provides a rigorous algebraic framework for quantum circuit simulation, but no new fundamental constants or symmetries are directly revealed. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
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Treewidth Governs Tensor Contraction Cost in Planar Monoidal Categories — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS