1st Edition
Modeling and Inverse Problems in the Presence of Uncertainty
408 Pages
by
Chapman & Hall
406 Pages
by
Chapman & Hall
405 Pages
by
Chapman & Hall
Also available as eBook on:
Modeling and Inverse Problems in the Presence of Uncertainty collects recent research—including the authors’ own substantial projects—on uncertainty propagation and quantification. It covers two sources of uncertainty: where uncertainty is present primarily due to measurement errors and where uncertainty is present due to the modeling formulation itself. After a useful review of... Read more
Introduction. Probability and Statistics Overview. Mathematical and Statistical Aspects of Inverse Problems. Model Comparison Criteria. Estimation of Probability Measures Using Aggregate Population Data. Optimal Design. Propagation of Uncertainty in a Continuous Time Dynamical System. A Stochastic System and Its Corresponding Deterministic System. Frequently Used Notations and Abbreviations. Index.
Biography
Banks, H. T.; Hu, Shuhua; Thompson, W. Clayton
