About: Computer Simulations of Functions with Random Parameters using Direct Monte Carlo and Importance Sampling

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The purpose of this paper is to present experiments with simulation-based methods for analyzing of functions with random parameters. The functions with random parameters naturally describe large class of problems, such as computer modeling of technological precesses and reliability analysis. The paper deal with Simulation Based Reliability Assessment method (SBRA) in structure engineering. The main aim of the work is to estimate the probability of occurence of an event, typically a failure. The presented approach is based on application of an simulation technique, which involves repeated deterministic analysis. The presented stategy uses variance reduction techniques for reducing the numbers of simulation steps and the application of iterative solvers for reducing the cost of deterministic analysis. Our numerical experiments indicate efficiency of this strategy. The purpose of this paper is to present experiments with simulation-based methods for analyzing of functions with random parameters. The functions with random parameters naturally describe large class of problems, such as computer modeling of technological precesses and reliability analysis. The paper deal with Simulation Based Reliability Assessment method (SBRA) in structure engineering. The main aim of the work is to estimate the probability of occurence of an event, typically a failure. The presented approach is based on application of an simulation technique, which involves repeated deterministic analysis. The presented stategy uses variance reduction techniques for reducing the numbers of simulation steps and the application of iterative solvers for reducing the cost of deterministic analysis. Our numerical experiments indicate efficiency of this strategy. (en)
Title	Computer Simulations of Functions with Random Parameters using Direct Monte Carlo and Importance Sampling Computer Simulations of Functions with Random Parameters using Direct Monte Carlo and Importance Sampling (en)
skos:prefLabel	Computer Simulations of Functions with Random Parameters using Direct Monte Carlo and Importance Sampling Computer Simulations of Functions with Random Parameters using Direct Monte Carlo and Importance Sampling (en)
skos:notation	RIV/61989100:27670/03:00009119!RIV/2004/MSM/276704/N
http://linked.open.../vavai/riv/strany	91;98
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM 272400019)
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2004
http://linked.open...aciTvurceVysledku	Praks, Pavel
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / Ústřední knihovna
http://linked.open...dnocenehoVysledku	601949
http://linked.open...ai/riv/idVysledku	RIV/61989100:27670/03:00009119
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	metoda Monte Carlo (en)
http://linked.open.../riv/klicoveSlovo	metoda Monte Carlo
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[1BA918645310]
http://linked.open...i/riv/nazevZdroje	Transactions of the VŠB - Technical University of Ostrava, Computer Science and Mathematics Series
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...UplatneniVysledku	2003
http://linked.open...v/svazekPeriodika	Neuveden
http://linked.open...iv/tvurceVysledku	Praks, Pavel
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20272400019
number of pages	8 (xsd:int)
https://schema.org/isbn	80-248-0455-7
http://localhost/t...ganizacniJednotka	27670

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