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Kingma, D. and Ba, J. Adam: a method for stochastic optimization.
Kingma, D. P. & Ba, J. Adam: a method for stochastic optimization.
A parameter estimation method for stochastic rainfall-runoff models is presented.
We present a new method for stochastic shape optimisation of engineering structures.
We present a heuristic optimization method for stochastic production-inventory systems that defy analytical modelling and optimization.
This paper presents a novel hybrid polynomial dimensional decomposition (PDD) method for stochastic computing in high-dimensional complex systems.
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"Implementation issues in approximate methods for stochastic Hodgkin–Huxley models," Annals of Biomedical Engineering 35(2):355–358.
E, D. Liu, E. Vanden-Eijnden, Analysis of multiscale methods for stochastic differential equations, Commun.
The class of strong stochastic Runge Kutta methods for stochastic differential equations (SDEs) due to Rößler is considered.
Based on a technique used in [Müller, A., Stoyan, D., 2002. Comparison Methods for Stochastic Models and Risks.
Motivated by this, considerable research effort has been devoted to the development of modeling, analysis and control methods for stochastic hybrid systems.
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