Hybrid Processing of Measurable and Subjective Data [report]

J ARLIN COOPER, ROBERT J ROGINSKI
2001 unpublished
Conventional systems surety analysis is basically restricted to measurable or physical-modelderived data. However, most analyses, including high-consequence system surety analysis, must also utilize subjective information. In order to address this need, there has been considerable effort on analytically incorporating engineering judgment. For example, Dempster-Shafer theory establishes a framework in which frequentist probability and Bayesian incorporation of new data are subsets. Although
more » ... ian and Dempster-Shafer methodology both allow judgment, neither derives results that can indicate the relative amounts of subjective judgment and measurable data in the results. The methodology described in this report addresses these problems through a hybrid-mathematics-based process that allows tracking of the degree of subjective information in the output, thereby providing more informative (as well as more appropriate) results. Many people contributed to the results reported, through technical discussions, suggestions on reporting and presentation, and through funds-supporting efforts. Thanks
doi:10.2172/789527 fatcat:bpovd2svvbcthnflebfdwuvkby