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Statements

Subject Item
n2:RIV%2F67985556%3A_____%2F08%3A00308989%21RIV10-MSM-67985556
rdf:type
skos:Concept n17:Vysledek
dcterms:description
In our paper, we consider Tikhonov regularization in the reproducing Kernel Hilbert Spaces. In this space we derive upper and lower bound of the interval which contains the optimal value of Tikhonov regularization parameter with respect to the sensitivity of the solution without computing the singular values of the corresponding matrix. For the case of normalized kernel, we give an explicit formula for the optimal regularization parameter with respect to the sensitivity of the solution which needs only the knowledge of the minimal singular value of the corresponding matrix. In our paper, we consider Tikhonov regularization in the reproducing Kernel Hilbert Spaces. In this space we derive upper and lower bound of the interval which contains the optimal value of Tikhonov regularization parameter with respect to the sensitivity of the solution without computing the singular values of the corresponding matrix. For the case of normalized kernel, we give an explicit formula for the optimal regularization parameter with respect to the sensitivity of the solution which needs only the knowledge of the minimal singular value of the corresponding matrix.
dcterms:title
Tikhonov regularization parameter in reproducing kernel Hilbert Spaces with respect to the sensitivity of the solution Tikhonov regularization parameter in reproducing kernel Hilbert Spaces with respect to the sensitivity of the solution
skos:prefLabel
Tikhonov regularization parameter in reproducing kernel Hilbert Spaces with respect to the sensitivity of the solution Tikhonov regularization parameter in reproducing kernel Hilbert Spaces with respect to the sensitivity of the solution
skos:notation
RIV/67985556:_____/08:00308989!RIV10-MSM-67985556
n3:aktivita
n7:Z n7:P
n3:aktivity
P(2C06001), Z(AV0Z10750506)
n3:dodaniDat
n13:2010
n3:domaciTvurceVysledku
n18:5988705
n3:druhVysledku
n16:D
n3:duvernostUdaju
n5:S
n3:entitaPredkladatele
n19:predkladatel
n3:idSjednocenehoVysledku
400043
n3:idVysledku
RIV/67985556:_____/08:00308989
n3:jazykVysledku
n15:eng
n3:klicovaSlova
regularization; reproducing Kernel; Hilbert Spaces
n3:klicoveSlovo
n11:Hilbert%20Spaces n11:regularization n11:reproducing%20Kernel
n3:kontrolniKodProRIV
[C2237BEDF927]
n3:mistoKonaniAkce
Diplomat Hotel, Prague
n3:mistoVydani
Berlin
n3:nazevZdroje
Artificial Neural Networks - ICANN 2008
n3:obor
n21:BB
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
1
n3:projekt
n14:2C06001
n3:rokUplatneniVysledku
n13:2008
n3:tvurceVysledku
Hlaváčková-Schindler, Kateřina
n3:typAkce
n9:WRD
n3:zahajeniAkce
2008-09-03+02:00
n3:zamer
n6:AV0Z10750506
s:numberOfPages
10
n12:hasPublisher
Springer-Verlag
n10:isbn
978-3-540-87535-2