Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281631471> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W4281631471 endingPage "100662" @default.
- W4281631471 startingPage "100662" @default.
- W4281631471 abstract "This study addresses the fundamental question of how accurately dynamical systems can be learned using a limited amount of data. First, we show that a state-space model constructed via a prediction error method perfectly fits a dataset, with no assumptions regarding the data themselves. Motivated by this result, we then analyze how accurately the identified model can mimic the true system for any arbitrary input. We derive necessary and sufficient conditions for the validation error to be exactly zero. Moreover, we introduce a notion of approximation to this characterization from the perspectives of both reachability and observability. Subsequently, we show two upper bounds of the l2-norm of the validation error, for any unit impulse input and any input signals with an l2-norm less than one. The legitimacy of our analyses is investigated through numerical simulations." @default.
- W4281631471 created "2022-06-13" @default.
- W4281631471 creator A5015869545 @default.
- W4281631471 creator A5043778741 @default.
- W4281631471 date "2022-07-01" @default.
- W4281631471 modified "2023-09-29" @default.
- W4281631471 title "Data-Dependent analysis of model validation errors for linear system identification" @default.
- W4281631471 cites W1972523481 @default.
- W4281631471 cites W1974315354 @default.
- W4281631471 cites W1983313164 @default.
- W4281631471 cites W2006707952 @default.
- W4281631471 cites W2064942708 @default.
- W4281631471 cites W2074992367 @default.
- W4281631471 cites W2083706900 @default.
- W4281631471 cites W2096488052 @default.
- W4281631471 cites W2108530859 @default.
- W4281631471 cites W2111232193 @default.
- W4281631471 cites W2130212796 @default.
- W4281631471 cites W2144771820 @default.
- W4281631471 cites W2149171277 @default.
- W4281631471 cites W2691129621 @default.
- W4281631471 cites W2728976233 @default.
- W4281631471 cites W2733092977 @default.
- W4281631471 cites W2979207987 @default.
- W4281631471 cites W2995764727 @default.
- W4281631471 cites W2999535065 @default.
- W4281631471 cites W3022164390 @default.
- W4281631471 cites W4210280576 @default.
- W4281631471 doi "https://doi.org/10.1016/j.ejcon.2022.100662" @default.
- W4281631471 hasPublicationYear "2022" @default.
- W4281631471 type Work @default.
- W4281631471 citedByCount "1" @default.
- W4281631471 countsByYear W42816314712023 @default.
- W4281631471 crossrefType "journal-article" @default.
- W4281631471 hasAuthorship W4281631471A5015869545 @default.
- W4281631471 hasAuthorship W4281631471A5043778741 @default.
- W4281631471 hasBestOaLocation W42816314711 @default.
- W4281631471 hasConcept C105795698 @default.
- W4281631471 hasConcept C11413529 @default.
- W4281631471 hasConcept C119247159 @default.
- W4281631471 hasConcept C121332964 @default.
- W4281631471 hasConcept C136643341 @default.
- W4281631471 hasConcept C17744445 @default.
- W4281631471 hasConcept C191795146 @default.
- W4281631471 hasConcept C199539241 @default.
- W4281631471 hasConcept C28826006 @default.
- W4281631471 hasConcept C33923547 @default.
- W4281631471 hasConcept C36299963 @default.
- W4281631471 hasConcept C41008148 @default.
- W4281631471 hasConcept C62520636 @default.
- W4281631471 hasConcept C67186912 @default.
- W4281631471 hasConcept C70836080 @default.
- W4281631471 hasConcept C72434380 @default.
- W4281631471 hasConcept C77088390 @default.
- W4281631471 hasConcept C79379906 @default.
- W4281631471 hasConceptScore W4281631471C105795698 @default.
- W4281631471 hasConceptScore W4281631471C11413529 @default.
- W4281631471 hasConceptScore W4281631471C119247159 @default.
- W4281631471 hasConceptScore W4281631471C121332964 @default.
- W4281631471 hasConceptScore W4281631471C136643341 @default.
- W4281631471 hasConceptScore W4281631471C17744445 @default.
- W4281631471 hasConceptScore W4281631471C191795146 @default.
- W4281631471 hasConceptScore W4281631471C199539241 @default.
- W4281631471 hasConceptScore W4281631471C28826006 @default.
- W4281631471 hasConceptScore W4281631471C33923547 @default.
- W4281631471 hasConceptScore W4281631471C36299963 @default.
- W4281631471 hasConceptScore W4281631471C41008148 @default.
- W4281631471 hasConceptScore W4281631471C62520636 @default.
- W4281631471 hasConceptScore W4281631471C67186912 @default.
- W4281631471 hasConceptScore W4281631471C70836080 @default.
- W4281631471 hasConceptScore W4281631471C72434380 @default.
- W4281631471 hasConceptScore W4281631471C77088390 @default.
- W4281631471 hasConceptScore W4281631471C79379906 @default.
- W4281631471 hasFunder F4320334764 @default.
- W4281631471 hasLocation W42816314711 @default.
- W4281631471 hasOpenAccess W4281631471 @default.
- W4281631471 hasPrimaryLocation W42816314711 @default.
- W4281631471 hasRelatedWork W134232946 @default.
- W4281631471 hasRelatedWork W2080751974 @default.
- W4281631471 hasRelatedWork W2082616202 @default.
- W4281631471 hasRelatedWork W2100038940 @default.
- W4281631471 hasRelatedWork W2114893548 @default.
- W4281631471 hasRelatedWork W2159808517 @default.
- W4281631471 hasRelatedWork W2731597505 @default.
- W4281631471 hasRelatedWork W4210242855 @default.
- W4281631471 hasRelatedWork W4238210029 @default.
- W4281631471 hasRelatedWork W4253599616 @default.
- W4281631471 hasVolume "66" @default.
- W4281631471 isParatext "false" @default.
- W4281631471 isRetracted "false" @default.
- W4281631471 workType "article" @default.