Analysis of Modular Organisation of Interaction Networks Based on Asymptotic Dynamics

نویسندگان

  • Franck Delaplace
  • Hanna Klaudel
  • Tarek Melliti
  • Sylvain Sené
چکیده

This paper investigates questions related to modularity in discrete models of biological interaction networks. We develop a theoretical framework based on the analysis of their asymptotic dynamics. More precisely, we exhibit formal conditions under which agents of interaction networks can be grouped into modules, forming a modular organisation. As main results, we show that the conventional decomposition in strongly connected components fulfills the formal conditions of being a modular organisation and we propose a modular and incremental algorithm for an efficient equilibria computation. Furthermore, we point out that our framework enables a finer analysis providing a decomposition in elementary modules, possibly smaller than strongly connected components.

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Modular organisation of interaction networks based on asymptotic dynamics

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تاریخ انتشار 2012