Publikation: Teil einer Monographie/eines Konferenzbandes

An efficient and adaptive mechanism for parallel simulation replication

Grunddaten
Links
Abstract
Autoren
Einrichtung

Grunddaten

Titel	An efficient and adaptive mechanism for parallel simulation replication
Veröffentlicht in	ACM/IEEE/SCS 23rd Workshop on Principles of Advanced and Distributed Simulation, 2009 : PADS '09 ; 22 - 25 June 2009, Lake Placid, New York ; proceedings. - Piscataway, NJ : IEEE
Erscheinungsjahr	2009
Seiten (von – bis)	104 – 113
Jahr	2009
Publikationsform	Elektronische Ressource
Publikationsart	Teil einer Monographie/eines Konferenzbandes
Sprache	Englisch
DOI	10.1109/PADS.2009.11
Letzte Änderung	17.05.2019 16:32:08
Bearbeitungsstatus	durch UB Rostock abschließend validiert
Dauerhafte URL	http://purl.uni-rostock.de/fodb/pub/32482
Links zu Katalogen

Abstract

Simulation replication is a necessity for all stochastic simulations. Its efficient execution is particularly important when additional techniques are used on top, such as optimization or sensitivity analysis. One way to improve replication efficiency is to ensure that the best configuration of the simulation system is used for execution. A selection of the best configuration is possible when the number of required replications is sufficiently high, even without any prior knowledge on simulator performance or problem instance. We present an adaptive replication mechanism that combines portfolio theory with reinforcement learning: it adapts itself to the given problem instance at runtime and can be restricted to an efficient algorithm portfolio.

Autoren

Ewald, Roland
Leye, Stefan
Uhrmacher, Adelinde

Externe Links

Beschreibung	Link
Metadaten	http://dx.doi.org/10.1109/PADS.2009.11
Volltext	http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5158325&tag=1

Einrichtung

IEF/Bereich Informatik