Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199571574> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3199571574 endingPage "282" @default.
- W3199571574 startingPage "277" @default.
- W3199571574 abstract "This paper is concerned with a data-driven approach for the estimation of infinitesimal generators of continuous-time stochastic systems with unknown dynamics. We first approximate the infinitesimal generator of the solution process via a set of data collected from trajectories of the unknown system. The approximation utilizes both time discretization and sampling from the solution process. Assuming proper continuity assumptions on dynamics of the system, we then quantify the closeness between the infinitesimal generator and its approximation while providing a priori guaranteed confidence bound. We demonstrate that both the time discretization and the number of data play significant roles in providing a reasonable closeness precision. Moreover, for a fixed size of data, variance of the estimation converges to infinity when the time discretization parameter goes to zero. The formulated error bound shows how to pick proper data size and time discretization jointly to prevent this counter-intuitive behavior. The proposed results are demonstrated on a case study." @default.
- W3199571574 created "2021-09-27" @default.
- W3199571574 creator A5011080021 @default.
- W3199571574 creator A5017334634 @default.
- W3199571574 creator A5030109984 @default.
- W3199571574 creator A5061394007 @default.
- W3199571574 date "2021-01-01" @default.
- W3199571574 modified "2023-10-14" @default.
- W3199571574 title "Data-Driven Estimation of Infinitesimal Generators of Stochastic Systems" @default.
- W3199571574 cites W1533572394 @default.
- W3199571574 cites W2028470370 @default.
- W3199571574 cites W2033118636 @default.
- W3199571574 cites W2047671935 @default.
- W3199571574 cites W2094599695 @default.
- W3199571574 cites W2126147754 @default.
- W3199571574 cites W2396495043 @default.
- W3199571574 cites W2702352633 @default.
- W3199571574 cites W2759834774 @default.
- W3199571574 cites W2782983619 @default.
- W3199571574 cites W2796061040 @default.
- W3199571574 cites W2963148914 @default.
- W3199571574 cites W2964223056 @default.
- W3199571574 cites W2966735560 @default.
- W3199571574 cites W2993061841 @default.
- W3199571574 cites W3023718358 @default.
- W3199571574 cites W3090501756 @default.
- W3199571574 cites W3120272748 @default.
- W3199571574 cites W3152880321 @default.
- W3199571574 cites W3153831685 @default.
- W3199571574 doi "https://doi.org/10.1016/j.ifacol.2021.08.511" @default.
- W3199571574 hasPublicationYear "2021" @default.
- W3199571574 type Work @default.
- W3199571574 sameAs 3199571574 @default.
- W3199571574 citedByCount "3" @default.
- W3199571574 countsByYear W31995715742022 @default.
- W3199571574 countsByYear W31995715742023 @default.
- W3199571574 crossrefType "journal-article" @default.
- W3199571574 hasAuthorship W3199571574A5011080021 @default.
- W3199571574 hasAuthorship W3199571574A5017334634 @default.
- W3199571574 hasAuthorship W3199571574A5030109984 @default.
- W3199571574 hasAuthorship W3199571574A5061394007 @default.
- W3199571574 hasBestOaLocation W31995715741 @default.
- W3199571574 hasConcept C105795698 @default.
- W3199571574 hasConcept C111472728 @default.
- W3199571574 hasConcept C121332964 @default.
- W3199571574 hasConcept C126255220 @default.
- W3199571574 hasConcept C134306372 @default.
- W3199571574 hasConcept C138885662 @default.
- W3199571574 hasConcept C163258240 @default.
- W3199571574 hasConcept C2779545769 @default.
- W3199571574 hasConcept C2780992000 @default.
- W3199571574 hasConcept C28826006 @default.
- W3199571574 hasConcept C33923547 @default.
- W3199571574 hasConcept C41008148 @default.
- W3199571574 hasConcept C62520636 @default.
- W3199571574 hasConcept C73000952 @default.
- W3199571574 hasConcept C75553542 @default.
- W3199571574 hasConcept C77553402 @default.
- W3199571574 hasConcept C8272713 @default.
- W3199571574 hasConcept C91229774 @default.
- W3199571574 hasConceptScore W3199571574C105795698 @default.
- W3199571574 hasConceptScore W3199571574C111472728 @default.
- W3199571574 hasConceptScore W3199571574C121332964 @default.
- W3199571574 hasConceptScore W3199571574C126255220 @default.
- W3199571574 hasConceptScore W3199571574C134306372 @default.
- W3199571574 hasConceptScore W3199571574C138885662 @default.
- W3199571574 hasConceptScore W3199571574C163258240 @default.
- W3199571574 hasConceptScore W3199571574C2779545769 @default.
- W3199571574 hasConceptScore W3199571574C2780992000 @default.
- W3199571574 hasConceptScore W3199571574C28826006 @default.
- W3199571574 hasConceptScore W3199571574C33923547 @default.
- W3199571574 hasConceptScore W3199571574C41008148 @default.
- W3199571574 hasConceptScore W3199571574C62520636 @default.
- W3199571574 hasConceptScore W3199571574C73000952 @default.
- W3199571574 hasConceptScore W3199571574C75553542 @default.
- W3199571574 hasConceptScore W3199571574C77553402 @default.
- W3199571574 hasConceptScore W3199571574C8272713 @default.
- W3199571574 hasConceptScore W3199571574C91229774 @default.
- W3199571574 hasIssue "5" @default.
- W3199571574 hasLocation W31995715741 @default.
- W3199571574 hasLocation W31995715742 @default.
- W3199571574 hasOpenAccess W3199571574 @default.
- W3199571574 hasPrimaryLocation W31995715741 @default.
- W3199571574 hasRelatedWork W2028138779 @default.
- W3199571574 hasRelatedWork W2028306039 @default.
- W3199571574 hasRelatedWork W2029338762 @default.
- W3199571574 hasRelatedWork W2085754006 @default.
- W3199571574 hasRelatedWork W2086382493 @default.
- W3199571574 hasRelatedWork W2119544289 @default.
- W3199571574 hasRelatedWork W2417586711 @default.
- W3199571574 hasRelatedWork W3082473317 @default.
- W3199571574 hasRelatedWork W4287673974 @default.
- W3199571574 hasRelatedWork W4287752683 @default.
- W3199571574 hasVolume "54" @default.
- W3199571574 isParatext "false" @default.
- W3199571574 isRetracted "false" @default.
- W3199571574 magId "3199571574" @default.
- W3199571574 workType "article" @default.