ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION (Articolo in rivista) (literal)

Anno

• 2010-01-01T00:00:00+01:00 (literal)

Alternative label

• Murari A.; Vagliasindi G.; Arena E.; Paolo Arena P.; Fortuna L.; JET-EFDA Contributors (2010)
  ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION
  in Fusion science and technology; American Nuclear Society, La Grange Pk (Stati Uniti d'America)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Murari A.; Vagliasindi G.; Arena E.; Paolo Arena P.; Fortuna L.; JET-EFDA Contributors (literal)

Pagina inizio

• 685 (literal)

Pagina fine

• 694 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#altreInformazioni

• La rivista è pubblicata anche online con ISSN 1943-7641. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://www.ans.org/pubs/journals/fst/a_10893 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 58 (literal)

Rivista

• Fusion science and technology (Rivista)

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• Issue 2 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 10 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 2 (literal)

Note

• Scopu (literal)
• ISI Web of Science (WOS) (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• 1: Consorzio RFX-Associazione, EURATOM ENEA per la Fusione, 1-35127 Padova, Italy / - 2,3,4,5: Dipartimento di Ingegneria Elettrica Elettronica e Dei Sistemi, Universita Degli Studi di Catania, 95125 Catania, Italy / - 6: JET-EFDA, Culham Science Centre, OX14 3DB, Abingdon, United Kingdom. (literal)

Titolo

• ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION (literal)

Abstract

• In practically all fields of science, measurements are affected by noise, which can sometimes be modeled with an appropriate probability distribution function. The results of measurements are therefore known only with uncertainties that sometimes can be significant. In many cases the noise source is independent of the system to be studied and the quantities to be measured. In this paper, a numerical approach to handle statistical uncertainties, due to an independent noise source, in a fuzzy logic system is developed. Numerical analysis and various tests with a benchmark show how statistical error bars can be interpreted as an independent \"axis of complexity\" with respect to the fuzzy boundaries of the membership functions. The uncertainties in the inputs can be transferred to the output and handled separately from the system intrinsic fuzzyness. The main advantages of this independent treatment of the measurement errors are shown in the case of a binary classification task: the regime confinement identification in high-temperature tokamak plasmas. Significant improvements in the correct prediction rate have been achieved with respect to the classification performed without considering the error bars in the measurements. (literal)

Editore

• American Nuclear Society (Editore)

Prodotto di

• Esperimento RFX ed attività collegate (ET.P05.003.001) (Modulo)
• Institute of ionized gas (IGI) (Istituto)

Autore CNR

• ANDREA MURARI (Unità di personale interno)

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• Parole chiave di "ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION" (Insieme di parole chiave)

Incoming links:

Prodotto

• Institute of ionized gas (IGI) (Istituto)
• Esperimento RFX ed attività collegate (ET.P05.003.001) (Modulo)

Autore CNR di

• ANDREA MURARI (Unità di personale interno)

Editore di

• American Nuclear Society (Editore)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• Fusion science and technology (Rivista)

Insieme di parole chiave di

• Parole chiave di "ON THE IMPORTANCE OF CONSIDERING MEASUREMENT ERRORS IN FUZZY LOGIC SYSTEMS FOR SCIENTIFIC APPLICATIONS WITH EXAMPLES FROM NUCLEAR FUSION" (Insieme di parole chiave)