Sparse Resource Allocation for Control of Spreading Processes via Convex Optimization
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DOI: 10.1109/lcsys.2020.3003401
Abstract: In this letter we propose a method for sparse allocation of resources to control spreading processes – such as epidemics and wildfires – using convex optimization, in particular exponential cone programming. Sparsity of allocation has… read more here.
Keywords: convex optimization; spreading processes; control; allocation ... See more keywords
Optimal Control of Nonlinear Competitive Epidemic Spreading Processes With Memory in Heterogeneous Networks
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DOI: 10.1109/tnse.2024.3486279
Abstract: Modeling and control of epidemic-like spreading processes, such as contagions, rumors or products in complex networks, holds profound significance for understanding transmission mechanisms, formulating effective prevention and optimizing resource allocation. This paper investigates the optimal… read more here.
Keywords: nonlinear competitive; memory; control; control nonlinear ... See more keywords
Hierarchical effects facilitate spreading processes on synthetic and empirical multilayer networks
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DOI: 10.1371/journal.pone.0252266
Abstract: In this paper we consider the effects of corporate hierarchies on innovation spread across multilayer networks, modeled by an elaborated SIR framework. We show that the addition of management layers can significantly improve spreading processes… read more here.
Keywords: effects facilitate; multilayer networks; spreading processes; facilitate spreading ... See more keywords
Modeling the impact of the habituation effect on information spreading processes with repeated contacts under an SI model
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DOI: 10.1371/journal.pone.0280266
Abstract: People are exposed to information from different sources whether or not such exposure is desired. Due to a limited ability to process information, only parts of the messages may be absorbed, and other parts may… read more here.
Keywords: information; habituation effect; habituation; spreading processes ... See more keywords