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Landweber iteration information


The Landweber iteration or Landweber algorithm is an algorithm to solve ill-posed linear inverse problems, and it has been extended to solve non-linear problems that involve constraints. The method was first proposed in the 1950s by Louis Landweber,[1] and it can be now viewed as a special case of many other more general methods.[2]

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  2. ^ Cite error: The named reference Combettes was invoked but never defined (see the help page).

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Landweber iteration

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The Landweber iteration or Landweber algorithm is an algorithm to solve ill-posed linear inverse problems, and it has been extended to solve non-linear...

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Landweber

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biologist Louis Landweber (1912 – 1998), American ship hydrodynamicist Landweber iteration in numerical mathematics Peter Landweber (born 1940), American...

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Louis Landweber

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Louis Landweber (8 January 1912, New York City – 19 January 1998, Iowa City, Iowa), was a leading ship hydrodynamicist, known for Landweber iteration. Landweber...

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Regularization by spectral filtering

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spectral filtering is well-studied are Tikhonov regularization, Landweber iteration, and truncated singular value decomposition (TSVD). As for choosing...

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Gradient method

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Stochastic gradient descent Coordinate descent Frank–Wolfe algorithm Landweber iteration Random coordinate descent Conjugate gradient method Derivation of...

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Adjoint state method

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method is derived from the dual problem and is used e.g. in the Landweber iteration method. The name adjoint state method refers to the dual form of...

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List of numerical analysis topics

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the search direction Gradient descent Stochastic gradient descent Landweber iteration — mainly used for ill-posed problems Successive linear programming...

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Proximal gradient method

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f_{n}} is involved via its proximity operator. Iterative shrinkage thresholding algorithm, projected Landweber, projected gradient, alternating projections...

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Turing completeness

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original on 3 January 2009. Retrieved 13 August 2009. Brainerd, W. S.; Landweber, L. H. (1974). Theory of Computation. Wiley. ISBN 0-471-09585-0. Giles...

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Primitive recursive function

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function Primitive recursive ordinal function Tail call Brainerd and Landweber, 1974 Hartmanis, 1989 Kleene [1952 pp. 226–227] This follows from the...

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Grzegorczyk hierarchy

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13, no. 1 (1979), pp.49--67. Löb & Wainer 1970. Brainerd, Walter S.; Landweber, Lawrence H. (1974). Theory of computation. Wiley. ISBN 9780471095859...

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History of the Internet

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England: Reaktion Books. ISBN 978-1-86189-777-0. Thomas Greene; Larry James Landweber; George Strawn (2003). "A Brief History of NSF and the Internet". National...

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