Exponential stability of stochastic complex networks with multi-weights based on graph theory

Chunmei Zhang and Tianrui Chen

Physica A: Statistical Mechanics and its Applications, 2018, vol. 496, issue C, 602-611

Abstract: In this paper, a novel approach to exponential stability of stochastic complex networks with multi-weights is investigated by means of the graph-theoretical method. New sufficient conditions are provided to ascertain the moment exponential stability and almost surely exponential stability of stochastic complex networks with multiple weights. It is noted that our stability results are closely related with multi-weights and the intensity of stochastic disturbance. Numerical simulations are also presented to substantiate the theoretical results.

Keywords: Stochastic complex networks; Multi-weights; Exponential stability (search for similar items in EconPapers)
Date: 2018
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Citations: View citations in EconPapers (6)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:496:y:2018:i:c:p:602-611

DOI: 10.1016/j.physa.2017.12.132

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