Skip to main content
Log in

Zeon and Idem-Clifford Formulations of Hypergraph Problems

  • Published:
Advances in Applied Clifford Algebras Aims and scope Submit manuscript

Abstract

Zeon algebras have proven to be useful for enumerating structures in graphs, such as paths, trails, cycles, matchings, cliques, and independent sets. In contrast to an ordinary graph, in which each edge connects exactly two vertices, an edge (or, “hyperedge”) can join any number of vertices in a hypergraph. Hypergraphs have been used for problems in biology, chemistry, image processing, wireless networks, and more. In the current work, zeon (“nil-Clifford”) and “idem-Clifford” graph-theoretic methods are generalized to hypergraphs. In particular, zeon and idem-Clifford methods are used to enumerate paths, trails, independent sets, cliques, and matchings in hypergraphs. An approach for finding minimum hypergraph transversals is developed, and zeon formulations of some open hypergraph problems are presented.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data Availibility Statement

Data sharing not applicable to this article as no datasets were generated or analyzed during the current study.

Notes

  1. A hypergraph whose edges consist of vertex pairs is commonly called a graph.

  2. Recall the notation \([rn]=\{1, \ldots , rn\}\).

  3. Note that Proposition 3.21 treats the case of 0-intersecting matchings.

References

  1. Bretto, A.: Introduction to hypergraph theory and its use in engineering and image processing. Adv. Imaging Electron Phys. 131, 1–64 (2004)

    Article  Google Scholar 

  2. Bruhn, H., Schaudt, O.: The journey of the union-closed sets conjecture. Graphs Combin. 31, 2043–2074 (2015). https://doi.org/10.1007/s00373-014-1515-0

    Article  MathSciNet  MATH  Google Scholar 

  3. Cutler, J., Radcliffe, A.J.: Hypergraph independent sets. Combin. Probab. Comput. 22, 9–20 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  4. Davis, A., Staples, G.S.: Zeon and idem-Clifford formulations of Boolean satisfiability. Adv. Appl. Clifford Algebras 29, 60 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  5. Ducournau, A., Bretto, A.: Random walks in directed hypergraphs and applications to semi-supervised image segmentation. Comput. Vis. Image Underst. 120, 91–102 (2014)

    Article  Google Scholar 

  6. Eiter, T., Gottlob, G.: Hypergraph transversal computation and related problems in logic and AI. In: Flesca, S., Greco, S., Ianni, G., Leone, N. (eds.) Logics in Artificial Intelligence. JELIA 2002. Lecture Notes in Computer Science, vol. 2424. Springer, Berlin (2002). https://doi.org/10.1007/3-540-45757-7_53

    Chapter  Google Scholar 

  7. Eiter, T., Gottlob, G.: Identifying the minimal transversals of a hypergraph and related problems. SIAM J. Comput. 24, 1278–1304 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  8. Fang, Q., Sang, J., Xu, C., Rui, Y.: Topic-sensitive influencer mining in interest-based social media networks via hypergraph learning. IEEE Trans. Multimed. 16, 796–812 (2014). https://doi.org/10.1109/TMM.2014.2298216

    Article  Google Scholar 

  9. Feng, Y., You, H., Zhang, Z., Ji, R., Gao, Y.: Hypergraph neural networks. Proc. AAAI Conf. Artif. Intell. 33, 3558–3565 (2019). https://doi.org/10.1609/aaai.v33i01.33013558

    Article  Google Scholar 

  10. Frankl’s union-closed sets conjecture | Open Problem Garden. http://www.openproblemgarden.org/op/frankls_union_closed_sets_conjecture. Accessed 04-06-2021

  11. Halldorsonn, M.M., Losievskaja, E.: Independent sets in bounded-degree hypergraphs. Discrete Appl. Math. 157, 1773–1786 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  12. Han, Z., Song, L., Zhang, H., Zhang, Y.: Hypergraph Theory in Wireless Communication Networks. Springer, Berlin (2018)

    MATH  Google Scholar 

  13. Henderson, J.R.: Permutation Decompositions of \((0,1)\)-matrices and decomposition transversals, Thesis, Caltech (1971). https://thesis.library.caltech.edu/5726/1/Hendersonjr1971.pdf. Accessed 04-06-2021

  14. Hu, T., Xiong, H., Zhou, W., Sung, S.Y., Luo, H.: Hypergraph partitioning for document clustering: a unified clique perspective. In: SIGIR ’08: Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 871–872 (2008). https://doi.org/10.1145/1390334.1390548

  15. Hwang, T., Tian, Z., Kuangy, R., Kocher, J.: Learning on weighted hypergraphs to integrate protein interactions and gene expressions for cancer outcome prediction. In: 2008 Eighth IEEE International Conference on Data Mining, 2008, pp. 293–302 (2008). https://doi.org/10.1109/ICDM.2008.37

  16. Klamt, S., Haus, U.-U., Theis, F.: Hypergraphs and cellular networks. PLoS Comput. Biol. 5, e1000385 (2009). https://doi.org/10.1371/journal.pcbi.1000385

  17. Konstantinova, E.: Application of hypergraph theory in chemistry. Discrete Math. 235, 365–383 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  18. Open Problem Garden, a collection of unsolved problems in mathematics. http://www.openproblemgarden.org. Accessed 4 June 2021

  19. Ouvard, X., Le Goff, J.M., Marchand-Maillet, S.: On adjacency and e-adjacency in general hypergraphs: towards a new e-adjacency tensor. Electron. Notes Discrete Math. 70, 71–76 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  20. “Ryser’s conjecture | Open Problem Garden”. http://www.openproblemgarden.org/op/rysers_conjecture. Accessed 04 June 2021

  21. Schott, R., Staples, G.S.: Complexity of counting cycles using zeons. Comput. Math. Appl. 62, 1828–1837 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  22. Schott, R., Staples, G.S.: Generalized zeon algebras: theory and application to multi-constrained path problems. Adv. Appl. Clifford Algebras 27, 45–57 (2017). https://doi.org/10.1007/s00006-015-0595-0

    Article  MathSciNet  MATH  Google Scholar 

  23. Staples, G.S.: A new adjacency matrix for finite graphs. Adv. Appl. Clifford Algebras 18, 979–991 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  24. Staples, G.S.: Clifford Algebras and Zeons: Geometry to Combinatorics and Beyond. World Scientific Publishing, Singapore (2019)

    Book  MATH  Google Scholar 

  25. Staples, G.S.: Zeon matrix inverses and the zeon combinatorial Laplacian. Adv. Appl. Clifford Algebras 31, 40 (2021). https://doi.org/10.1007/s00006-021-01152-5

    Article  MathSciNet  MATH  Google Scholar 

  26. Staples, G.S., Stellhorn, T.: Zeons, orthozeons, and graph colorings. Adv. Appl. Clifford Algebras 27, 1825–1845 (2017)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. Stacey Staples.

Additional information

Communicated by Eckhard Hitzer

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ewing, S., Staples, G.S. Zeon and Idem-Clifford Formulations of Hypergraph Problems. Adv. Appl. Clifford Algebras 32, 61 (2022). https://doi.org/10.1007/s00006-022-01242-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00006-022-01242-y

Keywords

Mathematics Subject Classification

Navigation