Literature DB >> 10204395

Graph-theoretic description of the interplay between non-linearity and connectivity in biological systems.

R Díaz-Sierra1, B Hernández-Bermejo, V Fairén.   

Abstract

The purpose of this article is to stress the implications that the consideration of nonlinearity has upon the extension and strength of connectivity, if this is understood as a characterization of the degree of interrelation between parts of the system. This objective is reached within the QP formalism for non-linear ODEs. The formalism is developed in a graph-theoretic setting, with the help of which the connectionist aspect of non-linearity becomes apparent. Topology-preserving transformations involve an exchange between the degree of non-linearity and the strengths of interactions, thus assembling systems of apparently different nature into classes of equivalence. We argue that, if we have in mind a classification of systems according to behavior, these classes of equivalence should be given their proper singularity. We characterize globally the connectivity of a class with an index, although we point out during the discussion that the mathematical conception of the complex idea of connectivity is still incomplete.

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Year:  1999        PMID: 10204395     DOI: 10.1016/s0025-5564(98)10068-8

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  1 in total

1.  Time Hierarchies and Model Reduction in Canonical Non-linear Models.

Authors:  Hannes Löwe; Andreas Kremling; Alberto Marin-Sanguino
Journal:  Front Genet       Date:  2016-09-21       Impact factor: 4.599

  1 in total

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