Inference, Optimization, and Analysis of an Evidential Reasoning Rule-Based Modeling Approach

• Published in: IEEE transactions on aerospace and electronic systems Vol. 59; no. 4; pp. 3907 - 3923
• Main Authors: Wang, Jie, Zhou, Zhi-Jie, Ming, Zhi-Chao, Zhang, Peng, Lian, Zheng, Li, Zhi-Gang
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Analytical models; Cognition; Decision making; Evidential reasoning; Evidential reasoning (ER) rule; inference; Mathematical models; Modelling; Optimization; Parameters; property analysis; Reflection; Reliability; Reliability theory; Scalability

The evidential reasoning (ER) rule, with its strict probabilistic reasoning and superior uncertainty handling ability, has been widely used in the evaluation, diagnosis, and decision-making. Recently, a modeling approach based on the ER rule that combines the evidence constituted by a single attribu...