Importance Sampling for Metastable and Multiscale Dynamical Systems

DOI10.1007/978-3-319-62627-7_2zbMath1401.92007arXiv1707.08868OpenAlexW2739982958MaRDI QIDQ4555224

Konstantinos V. Spiliopoulos

Publication date: 19 November 2018

Published in: Stochastic Processes, Multiscale Modeling, and Numerical Methods for Computational Cellular Biology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1707.08868

zbMATH Keywords

importance samplingmetastable dynamics

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) General biostatistics (92B15) Sampling theory, sample surveys (62D05)

Cites Work

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• Large deviations for multiscale diffusion via weak convergence methods
• Escaping from an attractor: Importance sampling and rest points. I.
• Efficient rare-event simulation for the maximum of heavy-tailed random walks
• Some regularity results on the Ventcel-Freidlin quasi-potential function
• Simulation methods of queues: An overview
• Asymptotic series and exit time probabilities
• Importance sampling in the Monte Carlo study of sequential tests
• Simulating probability distributions in the coalescent
• Counterexamples in importance sampling for large deviations probabilities
• Monte Carlo methods for security pricing
• Importance sampling in rigid body diffusion Monte Carlo
• A comparison of homogenization and large deviations, with applications to wavefront propagation
• Rare event simulation via importance sampling for linear SPDE's
• Metastability in reversible diffusion processes. I: Sharp asymptotics for capacities and exit times
• Metastability in reversible diffusion processes. II: Precise asymptotics for small eigenvalues
• Finding the quasipotential for nongradient SDEs
• Large deviations and importance sampling for systems of slow-fast motion
• Fluid heuristics, Lyapunov bounds and efficient importance sampling for a heavy-tailed \(G/G/1\) queue
• Large deviations and importance sampling for a tandem network with slow-down
• Dynamic importance sampling for queueing networks
• Controlled Markov processes and viscosity solutions
• Quenched large deviations for multiscale diffusion processes in random environments
• Stochastic simulation: Algorithms and analysis
• Importance Sampling for Multiscale Diffusions
• Importance Sampling for Weighted-Serve-the-Longest-Queue
• Stochastic homogenization of Hamilton-Jacobi-Bellman equations
• Nonasymptotic performance analysis of importance sampling schemes for small noise diffusions
• Rare Event Simulation for Multiscale Diffusions in Random Environments
• State-dependent importance sampling for regularly varying random walks
• Limiting Exit Location Distributions in the Stochastic Exit Problem
• On Lyapunov Inequalities and Subsolutions for Efficient Importance Sampling
• Rare Event Simulation of Small Noise Diffusions
• Importance Sampling, Large Deviations, and Differential Games
• Analysis of an importance sampling estimator for tandem queues
• Subsolutions of an Isaacs Equation and Efficient Schemes for Importance Sampling
• Fluctuations in Markov Processes
• Multiscale Methods

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