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The Bit-Complexity of Finding Nearly Optimal Quadrature Rules for Weighted Integration

Title: The Bit-Complexity of Finding Nearly Optimal Quadrature Rules for Weighted Integration
Authors: Bosserhoff, Volker
Publisher Information: Journal of Universal Computer Science
Publication Year: 2008
Collection: Zenodo
Subject Terms: real computational complexity; quadrature rules
Description: Given a probability measure ν and a positive integer n. How to choose n knots and n weights such that the corresponding quadrature rule has the minimum worst-case error when applied to approximate the ν-integral of Lipschitz functions? This question has been considered by several authors. We study this question whithin the framework of Turing machine-based real computability and complexity theory as put forward by [Ko 1991] and others. After having defined the notion of a polynomialtime computable probability measure on the unit interval, we will show that there are measures of this type for which there is no computable optimal rule with two knots. We furthermore characterize - in terms of difficult open questions in discrete complexity theory - the complexity of computing rules whose worst-case error is arbitrarily close to optimal.
Document Type: article in journal/newspaper
Language: unknown
Relation: https://zenodo.org/records/7000184; oai:zenodo.org:7000184
DOI: 10.3217/jucs-014-06-0938
Availability: https://doi.org/10.3217/jucs-014-06-0938; https://zenodo.org/records/7000184
Rights: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
Accession Number: edsbas.7B651ABD
Database: BASE