Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization

Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization

Jens Flemming

74,47 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2018
ISBN:
9783319952635
74,47 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)

The book collects and contributes new results on the theory and practice of ill-posed inverse problems. Different notions of ill-posedness in Banach spaces for linear and nonlinear inverse problems are discussed not only in standard settings but also in situations up to now not covered by the literature. Especially, ill-posedness of linear operators with uncomplemented null spaces is examined.Tools for convergence rate analysis of regularization methods are extended to a wider field of applicability. It is shown that the tool known as variational source condition always yields convergence rate results. A theory for nonlinear inverse problems with quadratic structure is developed as well as corresponding regularization methods. The new methods are applied to a difficult inverse problem from laser optics.Sparsity promoting regularization is examined in detail from a Banach space point of view. Extensive convergence analysis reveals new insights into the behavior of Tikhonov-type regularization with sparsity enforcing penalty.

Artículos relacionados

  • π 的前百万位数字
    David E. McAdams
    圆周率 (π) 是圆的周长与直径之比,人们早在数千年前就已知道它的存在。甚至在公元前,古代数学家就已经找到了精确到两位数的 pi 近似值 (3.1)。巴比伦人使用 25/8 作为圆周率的近似值。古埃及人使用 16/9 的平方作为圆周率。接下来改进圆周率近似值的是中国数学家。中国近似值精确到七位 (3.141592)。在希腊,阿基米德使用在圆外画一个多边形和在圆内画一个多边形,将圆周率扩展为三位数 (3.14)。最后,当无穷级数被开发出来时,人们可以用笔和纸计算出圆周率的位数,但这非常耗时。直到计算机出现,计算出一百万位圆周率才变得切实可行。本书中就是这些结果。 ...
    Disponible

    13,14 €

  • Raiz Quadrada
    Silva Dennys
    Ao longo das páginas, os leitores são convidados a explorar desde as origens históricas da raiz quadrada até seu uso prático em diversas áreas da vida ...
    Disponible

    11,63 €

  • Revival
    K.W. Morton
    Accurate modeling of the interaction between convective and diffusive processes is one of the most common challenges in the numerical approximation of partial differential equations. This is partly due to the fact that numerical algorithms, and the techniques used for their analysis, tend to be very different in the two limiting cases of elliptic and hyperbolic equations. Many ...
    Disponible

    96,94 €

  • Numerical Mathematics
    A.J. Moakes
    ...
    Disponible

    67,20 €

  • Analysis of a Finite Element Method
    Granville Sewell
    This text can be used for two quite different purposes. It can be used as a reference book for the PDElPROTRAN user· who wishes to know more about the methods employed by PDE/PROTRAN Edition 1 (or its predecessor, TWODEPEP) in solving two-dimensional partial differential equations. However, because PDE/PROTRAN solves such a wide class of problems, an ...
    Disponible

    134,50 €

  • Error-Free Polynomial Matrix Computations
    E.V. Krishnamurthy
    This book is written as an introduction to polynomial matrix computa­ tions. It is a companion volume to an earlier book on Methods and Applications of Error-Free Computation by R. T. Gregory and myself, published by Springer-Verlag, New York, 1984. This book is intended for seniors and graduate students in computer and system sciences, and mathematic...
    Disponible

    66,83 €