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https://doi.org/10.1109/cdc.20...
Article . 2014 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2015
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Towards an algebra for cascade effects

Authors: Adam, Elie M; Dahleh, Munther A; Ozdaglar, Asuman E;

Towards an algebra for cascade effects

Abstract

We introduce a new class of (dynamical) systems that inherently capture cascading effects (viewed as consequential effects) and are naturally amenable to combinations. We develop an axiomatic general theory around those systems, and guide the endeavor towards an understanding of cascading failure. The theory evolves as an interplay of lattices and fixed points, and its results may be instantiated to commonly studied models of cascade effects. We characterize the systems through their fixed points, and equip them with two operators. We uncover properties of the operators, and express global systems through combinations of local systems. We enhance the theory with a notion of failure, and understand the class of shocks inducing a system to failure. We develop a notion of mu-rank to capture the energy of a system, and understand the minimal amount of effort required to fail a system, termed resilience. We deduce a dual notion of fragility and show that the combination of systems sets a limit on the amount of fragility inherited.Comment: 31 pages

Country
United States
Keywords

Social and Information Networks (cs.SI), FOS: Computer and information sciences, Computer Science - Logic in Computer Science, BC1-199, Discrete Mathematics (cs.DM), Logic, mathematics - combinatorics, Computer Science - Social and Information Networks, QA75.5-76.95, Logic in Computer Science (cs.LO), computer science - logic in computer science, computer science - discrete mathematics, Electronic computers. Computer science, FOS: Mathematics, Mathematics - Combinatorics, Combinatorics (math.CO), computer science - social and information networks, Computer Science - Discrete Mathematics

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    popularity
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
Green
Published in a Diamond OA journal