Average-Case Analysis of Numerical Problems

Klaus Ritter

ISBN 10: 3540674497 / ISBN 13: 9783540674498

Published by Springer Berlin Heidelberg, 2000

About this Item

Druck auf Anfrage Neuware - Printed after ordering - 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.

Seller Inventory # 9783540674498

Bibliographic Details

• Title: Average-Case Analysis of Numerical Problems
• Publisher: Springer Berlin Heidelberg
• Publication Date: 2000
• Language: English
• ISBN 10: 3540674497
• ISBN 13: 9783540674498
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 233W x 155H x 15D millimeters 233 millimeters width by 155 millimeters height by 15 millimeters depth
• Weight: 408 grams

About this title

Synopsis

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.