Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283332442> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4283332442 abstract "We consider the controllability of large-scale linear networked dynamical systems when complete knowledge of network structure is unavailable and knowledge is limited to coarse summaries. We provide conditions under which average controllability of the fine-scale system can be well approximated by average controllability of the (synthesized, reduced-order) coarse-scale system. To this end, we require knowledge of some inherent parametric structure of the fine-scale network that makes this type of approximation possible. Therefore, we assume that the underlying fine-scale network is generated by the stochastic block model (SBM) -- often studied in community detection. We then provide an algorithm that directly estimates the average controllability of the fine-scale system using a coarse summary of SBM. Our analysis indicates the necessity of underlying structure (e.g., in-built communities) to be able to quantify accurately the controllability from coarsely characterized networked dynamics. We also compare our method to that of the reduced-order method and highlight the regimes where both can outperform each other. Finally, we provide simulations to confirm our theoretical results for different scalings of network size and density, and the parameter that captures how much community-structure is retained in the coarse summary." @default.
- W4283332442 created "2022-06-24" @default.
- W4283332442 creator A5028030773 @default.
- W4283332442 creator A5029182703 @default.
- W4283332442 creator A5045285129 @default.
- W4283332442 creator A5068042294 @default.
- W4283332442 date "2022-06-21" @default.
- W4283332442 modified "2023-09-27" @default.
- W4283332442 title "Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)" @default.
- W4283332442 doi "https://doi.org/10.48550/arxiv.2206.10569" @default.
- W4283332442 hasPublicationYear "2022" @default.
- W4283332442 type Work @default.
- W4283332442 citedByCount "0" @default.
- W4283332442 crossrefType "posted-content" @default.
- W4283332442 hasAuthorship W4283332442A5028030773 @default.
- W4283332442 hasAuthorship W4283332442A5029182703 @default.
- W4283332442 hasAuthorship W4283332442A5045285129 @default.
- W4283332442 hasAuthorship W4283332442A5068042294 @default.
- W4283332442 hasBestOaLocation W42833324421 @default.
- W4283332442 hasConcept C105795698 @default.
- W4283332442 hasConcept C11413529 @default.
- W4283332442 hasConcept C114614502 @default.
- W4283332442 hasConcept C117045392 @default.
- W4283332442 hasConcept C117251300 @default.
- W4283332442 hasConcept C121332964 @default.
- W4283332442 hasConcept C121864883 @default.
- W4283332442 hasConcept C126255220 @default.
- W4283332442 hasConcept C133079900 @default.
- W4283332442 hasConcept C136764020 @default.
- W4283332442 hasConcept C2777210771 @default.
- W4283332442 hasConcept C2778755073 @default.
- W4283332442 hasConcept C28826006 @default.
- W4283332442 hasConcept C2988224531 @default.
- W4283332442 hasConcept C33923547 @default.
- W4283332442 hasConcept C34947359 @default.
- W4283332442 hasConcept C41008148 @default.
- W4283332442 hasConcept C41982775 @default.
- W4283332442 hasConcept C48209547 @default.
- W4283332442 hasConcept C53811970 @default.
- W4283332442 hasConcept C62520636 @default.
- W4283332442 hasConcept C79379906 @default.
- W4283332442 hasConcept C80444323 @default.
- W4283332442 hasConceptScore W4283332442C105795698 @default.
- W4283332442 hasConceptScore W4283332442C11413529 @default.
- W4283332442 hasConceptScore W4283332442C114614502 @default.
- W4283332442 hasConceptScore W4283332442C117045392 @default.
- W4283332442 hasConceptScore W4283332442C117251300 @default.
- W4283332442 hasConceptScore W4283332442C121332964 @default.
- W4283332442 hasConceptScore W4283332442C121864883 @default.
- W4283332442 hasConceptScore W4283332442C126255220 @default.
- W4283332442 hasConceptScore W4283332442C133079900 @default.
- W4283332442 hasConceptScore W4283332442C136764020 @default.
- W4283332442 hasConceptScore W4283332442C2777210771 @default.
- W4283332442 hasConceptScore W4283332442C2778755073 @default.
- W4283332442 hasConceptScore W4283332442C28826006 @default.
- W4283332442 hasConceptScore W4283332442C2988224531 @default.
- W4283332442 hasConceptScore W4283332442C33923547 @default.
- W4283332442 hasConceptScore W4283332442C34947359 @default.
- W4283332442 hasConceptScore W4283332442C41008148 @default.
- W4283332442 hasConceptScore W4283332442C41982775 @default.
- W4283332442 hasConceptScore W4283332442C48209547 @default.
- W4283332442 hasConceptScore W4283332442C53811970 @default.
- W4283332442 hasConceptScore W4283332442C62520636 @default.
- W4283332442 hasConceptScore W4283332442C79379906 @default.
- W4283332442 hasConceptScore W4283332442C80444323 @default.
- W4283332442 hasLocation W42833324421 @default.
- W4283332442 hasOpenAccess W4283332442 @default.
- W4283332442 hasPrimaryLocation W42833324421 @default.
- W4283332442 hasRelatedWork W1978430385 @default.
- W4283332442 hasRelatedWork W2046955087 @default.
- W4283332442 hasRelatedWork W2297283798 @default.
- W4283332442 hasRelatedWork W2395500066 @default.
- W4283332442 hasRelatedWork W2570915504 @default.
- W4283332442 hasRelatedWork W2794488167 @default.
- W4283332442 hasRelatedWork W2895484929 @default.
- W4283332442 hasRelatedWork W2935771591 @default.
- W4283332442 hasRelatedWork W3044268465 @default.
- W4283332442 hasRelatedWork W3111589428 @default.
- W4283332442 isParatext "false" @default.
- W4283332442 isRetracted "false" @default.
- W4283332442 workType "article" @default.