Interpolative Boolean Networks
Joint Authors
Petrović, Bratislav
Dobrić, Vladimir
Milošević, Pavle
Rakićević, Aleksandar
Poledica, Ana
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-29
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Boolean networks are used for modeling and analysis of complex systems of interacting entities.
Classical Boolean networks are binary and they are relevant for modeling systems with complex switch-like causal interactions.
More descriptive power can be provided by the introduction of gradation in this model.
If this is accomplished by using conventional fuzzy logics, the generalized model cannot secure the Boolean frame.
Consequently, the validity of the model’s dynamics is not secured.
The aim of this paper is to present the Boolean consistent generalization of Boolean networks, interpolative Boolean networks.
The generalization is based on interpolative Boolean algebra, the [0,1]-valued realization of Boolean algebra.
The proposed model is adaptive with respect to the nature of input variables and it offers greater descriptive power as compared with traditional models.
For illustrative purposes, IBN is compared to the models based on existing real-valued approaches.
Due to the complexity of the most systems to be analyzed and the characteristics of interpolative Boolean algebra, the software support is developed to provide graphical and numerical tools for complex system modeling and analysis.
American Psychological Association (APA)
Dobrić, Vladimir& Milošević, Pavle& Rakićević, Aleksandar& Petrović, Bratislav& Poledica, Ana. 2017. Interpolative Boolean Networks. Complexity،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1142658
Modern Language Association (MLA)
Dobrić, Vladimir…[et al.]. Interpolative Boolean Networks. Complexity No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1142658
American Medical Association (AMA)
Dobrić, Vladimir& Milošević, Pavle& Rakićević, Aleksandar& Petrović, Bratislav& Poledica, Ana. Interpolative Boolean Networks. Complexity. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1142658
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1142658