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Average-Case Analysis of Numerical Problems by Klaus Ritter

Average-Case Analysis of Numerical Problems

by Klaus Ritter
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Book cover type: Paperback
  • ISBN13: 9783540674498
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 252
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 2000
  • Item Weight: 409 grams
  • BISAC Subject(s): Applied, Number Systems, and Probability & Statistics / General

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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