Combination Algorithm of Probabilistic Argumentation Systems Based on Evidence Theory
Journal: Journal of Modern Internet of Things (MIOT) (Vol.2, No. 1)Publication Date: 2013-02-28
Authors : Zi-lin Zeng; Hong-jun Zhang; Rui Zhang; Ying Xing;
Page : 13-18
Keywords : Probabilistic Argumentation Systems; Dempester-Shafer Theory; Combination Algorithm;
Abstract
Probabilistic Argumentation Systems is an alternative approach for non-monotonic reasoning under uncertainty. It can judge an unknown question in terms of the degree of support and that of possibility about probabilistic entailment. The resulting degree of support and degree of possibility correspond to belief and plausibility, respectively, in the Dempster-Shafer theory of evidence. But the system would result in absurd conclusion because of losing some valuable information in the course of transformation. To overcome this defect, this paper brings forth combination algorithm of Probabilistic Argumentation Systems to avoid the loss of information by using the validity of the decomposition model with conjunction of multi-atomic sets for probabilistic logic reasoning. An illustrative example shows the validity of the proposed method.
Other Latest Articles
- Design of Optical Star Coupler for 3D OCDMA system
- Health Education via YouTube: Characteristics of Successful Antismoking Videos
- A New RF-MRAS Based Rotor Resistance Estimator Independent of Stator Resistance for Vector Controlled Induction Motor Drives
- A Novel Control Strategy for Zig-Zag Transformer Supported Three-Phase Four-Wire UPQC
- Neutral Point Potential Balancing Algorithm for Autonomous Three-Level Shunt Active Power Filter
Last modified: 2013-06-29 23:32:52