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Nested sampling has emerged as a valuable tool for Bayesian analysis, in particular for determining the Bayesian evidence. The method is based on a specific type of random sampling of the likelihood f...
We consider the inverse problem of determining the permeability from the pressure in a Darcy model of flow in a porous medium. Mathematically the problem is to find the diffusion coefficient for a lin...
The optimal reconstruction of cosmic metric perturbations and other signals requires knowledge of their power spectra and other parameters. If these are not known a priori, they have to be measured ...
在运筹学、管理科学、决策科学、信息科学、系统科学、计算机科学、工业工程、金融等众多领域都存在着客观的或人为的不确定性,其表现形式也多种多样,如随机性与模糊性。不确定系统研究的对象主要是不确定理论及其应用。为了推动不确定理论的发展,活跃该领域的研究,交流总结近年来我国不确定系统研究工作者的最新成果,由中国运筹学会不确定系统分会主办和重庆大学承办的第七届中国不确定系统年会将于2009年8月20-24日...
We present a modelling framework for two-stage and multi-stage mixed 0−1 problems under uncertainty for strategic Supply Chain Management, tactical production planning and operations assignmen...
A Bayesian approach to variable selection which is based on the expected Kullback- Leibler divergence between the full model and its projection onto a submodel has recently been suggested in the lit...
Bayesian Model Calibration is used to revisit the problem of scaling factor calibration for semi-empirical correction of ab initio calculations. A particular attention is devoted to uncertainty eval...
This paper proposes a novel uncertainty quantification framework for computationally demanding systems characterized by a large vector of non-Gaussian uncertainties. It combines state-of-the-art tec...
Let A1, ..., AN be complex selfadjoint matrices and let  be a density matrix. The Robertson uncertainty principledet {Cov(Ah,Aj)} ≥ det−i2Tr([Ah,Aj ])ff gives a bound for the quantum...
Let A1, ...,AN be complex self-adjoint matrices and let  be a density matrix. The Robertson uncertainty principle det {Cov(Ah,Aj)} ≥ det−i2Tr([Ah,Aj ])ff gives a bound for the quantu...

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