Acyclic Networks: Causal Comparisons, Convex Minors, and Gauge Descent
Version 1 / Nov 05, 2026 / CC BY 4.0
Abstract
We study natural transformations, minors, and symmetric monoidal decorations of finite directed acyclic networks. For any weakly connected small source category, a natural transformation into a free acyclic path category is determined by one component. If more than one transformation exists, common prefixes and suffixes give a canonical factorization through two constant functors and identify the transformation set with a single set of directed paths. Consequences include boundary rigidity, a decision algorithm, and a fundamental-group obstruction to non-uniqueness. For fusion–embedding minors, right fillings exist exactly when the graph pushout is acyclic. A support invariant detects a nonexact minor under the full gauge congruence, while path-convex embeddings admit two-sided fillings. Inverse-image pullbacks give canonical partial-map normal forms, a scanning algorithm, and a coherent presentation of the cartesian quotient. For open networks, wire splicing gives units, and diagram groupoids satisfy descent by homotopy pullback over the interface groupoid, including through-wires. This descent is invariant under strong symmetric monoidal equivalence and compatible with admissible event contractions within each piece. Finite-field examples yield orbit classifications, stabilizer weights, and boundary convolution formulas. Roof-refinement spaces realize spheres whose higher homotopy is lost under groupoid completion.
Provenance statement
References
- Eric Babson and Dmitry N. Kozlov. Complexes of graph homomorphisms . Israel Journal of Mathematics , 152: 0 285--312, 2006. URL https://arxiv.org/abs/math/0310056.link
- John C. Baez and Kenny Courser. Structured cospans . Theory and Applications of Categories , 35 0 (48): 0 1771--1822, 2020. URL https://tac.mta.ca/tac/volumes/35/48/35-48abs.html.link
- John C. Baez, Kenny Courser, and Christina Vasilakopoulou. Structured versus decorated cospans . Compositionality , 4 0 (3), 2022. doi: 10.32408/compositionality-4-3 (https://doi.org/10.32408/compositionality-4-3).DOI
- John C. Baez, Alexander E. Hoffnung, and Christopher D. Walker. Higher-dimensional algebra VII : Groupoidification . Theory and Applications of Categories , 24 0 (18): 0 489--553, 2010. URL https://tac.mta.ca/tac/volumes/24/18/24-18abs.html.link
- Maurizio G. Citterio. Classifying spaces of categories and term rewriting . Theory and Applications of Categories , 9 0 (5): 0 92--105, 2001. URL https://tac.mta.ca/tac/volumes/9/n5/9-05abs.html.link
- J. Robin B. Cockett and Stephen Lack. Restriction categories I : categories of partial maps . Theoretical Computer Science , 270 0 (1--2): 0 223--259, 2002. doi: 10.1016/S0304-3975(00)00382-0 (https://doi.org/10.1016/S0304-3975(00)00382-0).DOI
- Lucas Dixon and Aleks Kissinger. Open-graphs and monoidal theories . Mathematical Structures in Computer Science , 23 0 (2): 0 308--359, 2013. doi: 10.1017/S0960129512000138 (https://doi.org/10.1017/S0960129512000138).DOI
- Brendan Fong. Decorated cospans . Theory and Applications of Categories , 30 0 (33): 0 1096--1120, 2015. URL https://tac.mta.ca/tac/volumes/30/33/30-33abs.html.link
- Yves Guiraud and Philippe Malbos. Higher-dimensional normalisation strategies for acyclicity . Advances in Mathematics , 231 0 (3--4): 0 2294--2351, 2012. doi: 10.1016/j.aim.2012.05.010 (https://doi.org/10.1016/j.aim.2012.05.010).DOI
- André Joyal and Ross Street. The geometry of tensor calculus, I . Advances in Mathematics , 88 0 (1): 0 55--112, 1991. doi: 10.1016/0001-8708(91)90003-P (https://doi.org/10.1016/0001-8708(91)90003-P).DOI
Show all 13 referencesShow fewer references
- Xuexing Lu. Causal-net category , 2023. URL https://arxiv.org/abs/2201.08963v5. arXiv:2201.08963, version 5.arXiv
- Xuexing Lu and Ziqian Tang. Causal network condensation , 2022. URL https://arxiv.org/abs/2112.15515v2. arXiv:2112.15515, version 2.arXiv
- Saunders Mac Lane. Categories for the Working Mathematician , volume 5 of Graduate Texts in Mathematics . Springer, New York, 2 edition, 1998. doi: 10.1007/978-1-4757-4721-8 (https://doi.org/10.1007/978-1-4757-4721-8).DOI
Version history
- v1 · 36 pagesSubmitted by Zhenyu SunInitial depositCurrentNov 05, 2026