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Other literature type . 1987
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Article . 1987
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Recent developments in information-based complexity

Authors: Packel, Edward W.; Woźniakowski, Henryk;

Recent developments in information-based complexity

Abstract

The paper gives a clear and interesting review on the main problems, concepts and results in the area of information-based complexity, a field receives growing interest in computer science and computational mathematics. The basic problem can be formulated as follows: Given a class F of problems, a solution operator \(S: F\to G\), G a normed linear space, an approximation x(f) to S(f) is obtained by (1) selecting some information N(f) from the given problem and (2) applying a finite algorithm \(\phi\) : N(F)\(\to F\) to obtain x(f). The question is, what can be said about the complexity of computing x(f) such that \(\| x(f)- S(f)\| <\epsilon\), \(\epsilon\) a given tolerance. The worst as well as the average case are discussed and for linear problems a number of results and open questions are stated.

Keywords

information-based complexity, normed linear space, average case, Analysis of algorithms and problem complexity, linear problems, 65-02, 68Q25, General theory of numerical analysis in abstract spaces, worst case

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
14
Average
Top 10%
Top 10%
Green
gold