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    3. Average-Case Analysis of Numerical Problems

    Average-Case Analysis of Numerical Problems

    Posted By: step778
    Date: 13 Nov 2018 08:52:51
    Average-Case Analysis of Numerical Problems

    Klaus Ritter, "Average-Case Analysis of Numerical Problems"
    2000 | pages: 254 | ISBN: 3540674497 | DJVU | 1,4 mb

    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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