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Analiza Hybrydowa Niezawodności×Symulacja Monte Carlo×
DziedzinaPlanowanie eksperymentówPodejmowanie decyzji
RodzinaProcess / pipelineMCDM
Rok powstania1990s–2000s (consolidated formulation ~2000–2006)1949
TwórcaXiaoping Du, Achintya Haldar, and others; synthesized across structural and mechanical engineering communitiesMetropolis, N., Ulam, S.
TypQuantitative reliability / uncertainty analysis methodRobustness wrapper — Monte Carlo uncertainty propagation
Źródło pierwotneDu, X., Sudjianto, A., & Huang, B. (2006). Reliability-Based Design With the Mixture of Random and Interval Variables. Journal of Mechanical Design, 127(6), 1068–1076. DOI ↗Metropolis, N., Ulam, S. (1949). The Monte Carlo method. Journal of the American Statistical Association DOI ↗
Inne nazwyHRA, hybrid uncertainty reliability, combined reliability analysis, probabilistic-possibilistic reliability analysis
Pokrewne40
PodsumowanieHybrid Reliability Analysis (HRA) quantifies the probability that an engineering system will perform its intended function when uncertain inputs are of two fundamentally different kinds: aleatory uncertainties (natural randomness, modelled with probability distributions) and epistemic uncertainties (lack of knowledge, modelled with intervals or fuzzy sets). By treating both uncertainty types simultaneously rather than collapsing them into a single probabilistic framework, HRA produces more truthful reliability estimates in design, structural, and systems engineering problems.MONTE-CARLO-SIMULATION (Monte Carlo Simulation — Stochastic uncertainty propagation through MCDM model) is a ranking multi-criteria decision-making (MCDM) method introduced by Metropolis, N., Ulam, S. in 1949. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.
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ScholarGatePorównaj metody: Hybrid Reliability Analysis · MONTE-CARLO-SIMULATION. Pobrano 2026-06-18 z https://scholargate.app/pl/compare