Title of article :
A posteriori stopping rule for regularized fixed point iterations
Original Research Article
Author/Authors :
Anatoly Bakushinsky، نويسنده , , Alexandra Smirnova، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2006
Abstract :
Iteratively regularized fixed-point iteration scheme
xn+1=xn-αn{F(xn)-fδ+εn(xn-x0)}xn+1=xn-αn{F(xn)-fδ+εn(xn-x0)}
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combined with the generalized discrepancy principle
View the MathML source∥F(xN)-fδ∥2⩽τδ<∥F(xn)-fδ∥2,0⩽n1,
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for solving nonlinear operator equation F(x)=fF(x)=f in a Hilbert space is studied in the paper. It is shown that if FF is monotone and Lipschitz-continuous the sequence {N(δ)}{N(δ)} is admissible, i.e.
equation(1)
View the MathML sourcelimδ→0∥xN(δ)-x*∥=0,
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where x*x* is a solution to F(x)=fF(x)=f.
Keywords :
Discrepancy principle , Ill-posed problem , Regularization
Journal title :
Nonlinear Analysis Theory, Methods & Applications
Journal title :
Nonlinear Analysis Theory, Methods & Applications