Temporal inactivation enhances robustness in an evolving system

Tutkimustuotos: Lehtiartikkelivertaisarvioitu

Tutkijat

Organisaatiot

  • Kyoto University
  • National Institute for Materials Science Tsukuba
  • Central European University
  • Budapest University of Technology and Economics
  • Alan Turing Institute
  • University of Tokyo

Kuvaus

We study the robustness of an evolving system that is driven by successive inclusions of new elements or constituents with m random interactions to older ones. Each constitutive element in the model stays either active or is temporarily inactivated depending upon the influence of the other active elements. If the time spent by an element in the inactivated state reaches T W , it gets extinct. The phase diagram of this dynamic model as a function of m and T W is investigated by numerical and analytical methods and as a result both growing (robust) as well as non-growing (volatile) phases are identified. It is also found that larger time limit T W enhances the system's robustness against the inclusion of new elements, mainly due to the system's increased ability to reject 'falling-together' type attacks. Our results suggest that the ability of an element to survive in an unfavourable situation for a while, either as a minority or in a dormant state, could improve the robustness of the entire system.

Yksityiskohdat

AlkuperäiskieliEnglanti
Artikkeli181471
Sivut1-12
Sivumäärä12
JulkaisuRoyal Society Open Science
Vuosikerta6
Numero2
TilaJulkaistu - 1 helmikuuta 2019
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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