Boolean Delay Equations: a dynamical approach to modeling complex systems

Boolean delay equations (BDEs) are equations with discrete variables evolving in continuous time. They serve as exploratory tools in the study of nonlinear and complex systems. In this review paper, we outline their formulation and illustrate their properties by application to a solid-earth problem and a climate one. The first problem is the seismotectonic description and prediction of earthquakes and of their clustering. The second one is that of the coupled atmosphere-ocean phenomenon of the El Niño-Southern Oscillation (ENSO). Both involve irregular behavior that is hard to predict, although some form of cyclicity is present in both, especially in ENSO. The paper concludes with broad perspectives on the further use of BDEs in the geosciences and elsewhere.

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Publication Details

Journal
Annals of Geophysics
Published
2024-10-24
DOI
https://doi.org/10.4401/ag-9182
Citations
1
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
0.23
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article

Boolean Delay Equations: a dynamical approach to modeling complex systems

Michael Ghil
1 citations
Annals of Geophysics
Gene Regulatory Network Analysis
0.23
article

Boolean Delay Equations: a dynamical approach to modeling complex systems

Michael Ghil
article en
1 citations

Abstract

Boolean delay equations (BDEs) are equations with discrete variables evolving in continuous time. They serve as exploratory tools in the study of nonlinear and complex systems. In this review paper, we outline their formulation and illustrate their properties by application to a solid-earth problem and a climate one. The first problem is the seismotectonic description and prediction of earthquakes and of their clustering. The second one is that of the coupled atmosphere-ocean phenomenon of the El Niño-Southern Oscillation (ENSO). Both involve irregular behavior that is hard to predict, although some form of cyclicity is present in both, especially in ENSO. The paper concludes with broad perspectives on the further use of BDEs in the geosciences and elsewhere.

Annals of GeophysicsVol. 67(4)
University of California, Los Angeles (US), Université Paris Sciences et Lettres (FR), Laboratoire de Météorologie Dynamique (FR)
Life below water
Openalex Percentile: Top 42%
Gene Regulatory Network Analysis
0.23
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