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Average-Case Analysis of Numerical Problems (Lecture Notes in Mathematics) 4.0%OFF

Average-Case Analysis of Numerical Problems (Lecture Notes in Mathematics)

by Klaus Ritter

  • ISBN

    :  

    9783540674498

  • Publisher

    :  

    Springer

  • Subject

    :  

    Mathematics

  • Binding

    :  

    PAPERBACK

  • Pages

    :  

    254

  • Year

    :  

    2000

5117.0

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4912.0

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  • Description

    The average-case analysis of numerical problems is the counterpart of the more traditional worst-case approach. The analysis of average error and cost leads to new insight on numerical problems as well as to new algorithms. The book provides a survey of results that were mainly obtained during the last 10 years and also contains new results. The problems under consideration include approximation/optimal recovery and numerical integration of univariate and multivariate functions as well as zero-finding and global optimization. Background material, e.g. on reproducing kernel Hilbert spaces and random fields, is provided.

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