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From populations to networks: Relating diversity indices and frustration in signed graphs
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0002-6367-6302
Department of Mathematical Sciences “G.L. Lagrange”, Politecnico di Torino, Turin 10129, Italy.
Division of Automatic Control, Department of Electrical Engineering, Linköping University, Linköping SE-58183, Sweden.
2024 (English)In: PNAS Nexus, E-ISSN 2752-6542, Vol. 3, no 2, article id pgae046Article in journal (Refereed) Published
Abstract [en]

Diversity indices of quadratic type, such as fractionalization and Simpson index, are measures of heterogeneity in a population. Even though they are univariate, they have an intrinsic bivariate interpretation as encounters among the elements of the population. In the paper, it is shown that this leads naturally to associate populations to weakly balanced signed networks. In particular, the frustration of such signed networks is shown to be related to fractionalization by a closed-form expression. This expression allows to simplify drastically the calculation of frustration for weakly balanced signed graphs.

Place, publisher, year, edition, pages
Oxford University Press (OUP) , 2024. Vol. 3, no 2, article id pgae046
Keywords [en]
complex networks, diversity indices in population, fractionalization, frustration, signed graphs
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-344194DOI: 10.1093/pnasnexus/pgae046ISI: 001163675400010Scopus ID: 2-s2.0-85185958964OAI: oai:DiVA.org:kth-344194DiVA, id: diva2:1842914
Note

QC 20240326

Available from: 2024-03-06 Created: 2024-03-06 Last updated: 2025-08-28Bibliographically approved

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Fontan, Angela

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