A Hierarchical Flexible Coarsening Method to Combine BBAs in Probabilities
Author | : Yilin Dong |
Publisher | : Infinite Study |
Total Pages | : 8 |
Release | : |
ISBN-10 | : |
ISBN-13 | : |
Rating | : 4/5 ( Downloads) |
Download or read book A Hierarchical Flexible Coarsening Method to Combine BBAs in Probabilities written by Yilin Dong and published by Infinite Study. This book was released on with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many applications involving epistemic uncertainties usually modeled by belief functions, it is often necessary to approximate general (non-Bayesian) basic belief assignments (BBAs) to subjective probabilities (called Bayesian BBAs). This necessity occurs if one needs to embed the fusion result in a system based on the probabilistic framework and Bayesian inference (e.g. tracking systems), or if one wants to use classical decision theory to make a decision.