This paper introduces the notion of noise-induced emergent hierarchies and analyses the influence of the topology of the underlying network on these hierarchies. By developing upon a previous model of cell differentiation based on noisy random Boolean networks, we show that the adoption of a regular topology such that of cellular automata can lead to interesting effects, the most remarkable one being that, ceteris paribus, the resulting hierarchies have a larger number of levels and could therefore describe more “structured” complex systems.

Noise-Induced Emergent Hierarchies in a CA Model / Villani, Marco; Serra, Roberto; Stefano, Benedettini; Andrea, Roli; Lane, David Avra. - STAMPA. - 7495:(2012), pp. 244-253. (Intervento presentato al convegno 10th International Conference on Cellular Automata for Research and Industry, ACRI 2012 tenutosi a Santorini Island, grc nel September 24-27) [10.1007/978-3-642-33350-7_25].

Noise-Induced Emergent Hierarchies in a CA Model

VILLANI, Marco;SERRA, Roberto;LANE, David Avra
2012

Abstract

This paper introduces the notion of noise-induced emergent hierarchies and analyses the influence of the topology of the underlying network on these hierarchies. By developing upon a previous model of cell differentiation based on noisy random Boolean networks, we show that the adoption of a regular topology such that of cellular automata can lead to interesting effects, the most remarkable one being that, ceteris paribus, the resulting hierarchies have a larger number of levels and could therefore describe more “structured” complex systems.
2012
10th International Conference on Cellular Automata for Research and Industry, ACRI 2012
Santorini Island, grc
September 24-27
7495
244
253
Villani, Marco; Serra, Roberto; Stefano, Benedettini; Andrea, Roli; Lane, David Avra
Noise-Induced Emergent Hierarchies in a CA Model / Villani, Marco; Serra, Roberto; Stefano, Benedettini; Andrea, Roli; Lane, David Avra. - STAMPA. - 7495:(2012), pp. 244-253. (Intervento presentato al convegno 10th International Conference on Cellular Automata for Research and Industry, ACRI 2012 tenutosi a Santorini Island, grc nel September 24-27) [10.1007/978-3-642-33350-7_25].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/838903
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