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Effects of Antimodularity and Multiscale Influence in Random Boolean Networks
Joint Authors
Gershenson, Carlos
Kim, Hyobin
Escobar, Luis A.
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-06-13
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
We investigate the effects of modularity, antimodularity, and multiscale influence on random Boolean networks (RBNs).
On the one hand, we produced modular, antimodular, and standard RBNs and compared them to identify how antimodularity affects the dynamical behaviors of RBNs.
We found that the antimodular networks showed similar dynamics to the standard networks.
Confirming previous results, modular networks had more complex dynamics.
On the other hand, we generated multilayer RBNs where there are different RBNs in the nodes of a higher scale RBN.
We observed the dynamics of micro- and macronetworks by adjusting parameters at each scale to reveal how the behavior of lower layers affects the behavior of higher layers and vice versa.
We found that the statistical properties of macro-RBNs were changed by the parameters of micro-RBNs, but not the other way around.
However, the precise patterns of networks were dominated by the macro-RBNs.
In other words, for statistical properties only upward causation was relevant, while for the detailed dynamics downward causation was prevalent.
American Psychological Association (APA)
Escobar, Luis A.& Kim, Hyobin& Gershenson, Carlos. 2019. Effects of Antimodularity and Multiscale Influence in Random Boolean Networks. Complexity،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1132859
Modern Language Association (MLA)
Escobar, Luis A.…[et al.]. Effects of Antimodularity and Multiscale Influence in Random Boolean Networks. Complexity No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1132859
American Medical Association (AMA)
Escobar, Luis A.& Kim, Hyobin& Gershenson, Carlos. Effects of Antimodularity and Multiscale Influence in Random Boolean Networks. Complexity. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1132859
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132859