An algorithm for reconstruction of triangle-free linear dynamic networks with verification of correctness
Mihaela Dimovska,
Donatello Materassi
Abstract:Reconstructing a network of dynamic systems from observational data is an active area of research. Many approaches guarantee a consistent reconstruction under the relatively strong assumption that the network dynamics is governed by strictly causal transfer functions. However, in many practical scenarios, strictly causal models are not adequate to describe the system and it is necessary to consider models with dynamics that include direct feedthrough terms. In presence of direct feedthroughs, guaranteeing a co… Show more
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