About: Direct Monte Carlo Method vs. improved methods considering applications in designers every day work

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Description	Chapter 23 compares the Direct Monte Carlo method and selected improved simulation-based methods considering their application in design practice so as to suggest the application of the most efficient simulation %22engine%22 applicable within the parameters of the SBRA method. The purpose of this chapter is to examine the applicability of several mathematically equivalent simulation techniques, namely Direct Monte Carlo, Stratified Sampling and Importance Sampling. Also involved are sampling tools, as suitable, for the SBRA method. The presented numerical experiments indicate a pronounced variance reduction when Importance Sampling is applied. In all cases, the simulation process ran automatically in the SBRA environment, that is, without claiming additional a-priori information about the structural behaviour of a simulated problem. Chapter 23 compares the Direct Monte Carlo method and selected improved simulation-based methods considering their application in design practice so as to suggest the application of the most efficient simulation %22engine%22 applicable within the parameters of the SBRA method. The purpose of this chapter is to examine the applicability of several mathematically equivalent simulation techniques, namely Direct Monte Carlo, Stratified Sampling and Importance Sampling. Also involved are sampling tools, as suitable, for the SBRA method. The presented numerical experiments indicate a pronounced variance reduction when Importance Sampling is applied. In all cases, the simulation process ran automatically in the SBRA environment, that is, without claiming additional a-priori information about the structural behaviour of a simulated problem. (en)
Title	Direct Monte Carlo Method vs. improved methods considering applications in designers every day work Direct Monte Carlo Method vs. improved methods considering applications in designers every day work (en)
skos:prefLabel	Direct Monte Carlo Method vs. improved methods considering applications in designers every day work Direct Monte Carlo Method vs. improved methods considering applications in designers every day work (en)
skos:notation	RIV/61989100:27670/03:00009122!RIV/2004/MSM/276704/N
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http://linked.open...vai/riv/dodaniDat	2004
http://linked.open...aciTvurceVysledku	Konečný, Petr Praks, Pavel
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
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	604012
http://linked.open...ai/riv/idVysledku	RIV/61989100:27670/03:00009122
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	reliability, simulation techniques (en)
http://linked.open.../riv/klicoveSlovo	reliability simulation techniques
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http://linked.open...i/riv/mistoVydani	Praha
http://linked.open...vEdiceCisloSvazku	Neuveden
http://linked.open...i/riv/nazevZdroje	Probabilistic Assessment of Structures using Monte Carlo Simulation. Basics, Exercises, Software
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http://linked.open...UplatneniVysledku	2003
http://linked.open...iv/tvurceVysledku	Konečný, Petr Praks, Pavel
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number of pages	10 (xsd:int)
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