Complexity of parametric initial value problems in Banach spaces

We consider initial value problems for parameter dependent ordinary differential equations with values in a Banach space and study their complexity both in the deterministic and the randomized setting, for input data from various smoothness classes. We develop multilevel algorithms, investigate the...

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Veröffentlicht in:Journal of Complexity 2014-08, Vol.30 (4), p.392-429
Hauptverfasser: Daun, Thomas, Heinrich, Stefan
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Heinrich, Stefan
description We consider initial value problems for parameter dependent ordinary differential equations with values in a Banach space and study their complexity both in the deterministic and the randomized setting, for input data from various smoothness classes. We develop multilevel algorithms, investigate the convergence of their deterministic and stochastic versions, and prove lower bounds.
doi_str_mv 10.1016/j.jco.2014.01.002
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source Elsevier ScienceDirect Journals; EZB-FREE-00999 freely available EZB journals
subjects Algorithms
Banach space
Banach space type
Complexity
Convergence
Differential equations
Initial value problem
Initial value problems
Lower bounds
Multilevel
Multilevel Monte Carlo algorithm
Parametric ordinary differential equation
Smoothness
title Complexity of parametric initial value problems in Banach spaces
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