3 papers
cs.SI2021
A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model
Ali Tavasoli, Teague Henry, Heman Shakeri
Networks are landmarks of many complex phenomena where interweaving interactions between different agents transform simple local rule-sets into nonlinear emergent behaviors. While…
cs.SI2020
Maximizing the algebraic connectivity in multilayer networks with arbitrary interconnections
Ali Tavasoli, Ehsan Ardjmand, Heman Shakeri
The second smallest eigenvalue of the Laplacian matrix is determinative in characterizing many network properties and is known as algebraic connectivity. In this paper, we investig…
cs.NI2019
Designing Optimal Multiplex Networks for Certain Laplacian Spectral Properties
Heman Shakeri, Ali Tavassoli, Ehsan Ardjmand +1
We discuss the design of interlayer edges in a multiplex network, under a limited budget, with the goal of improving its overall performance. We analyze the following three problem…