Journal
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
Volume 52, Issue 3, Pages 449-460Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.ijar.2010.10.004
Keywords
Dempster-Shafer theory; Belief function; Conflict; Conflict management; Discounting
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Funding
- Swedish Armed Forces
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In this article we develop a method for conflict management within Dempster-Shafer theory. The idea is that each piece of evidence is discounted in proportion to the degree that it contributes to the conflict. This way the contributors of conflict are managed on a case-by-case basis in relation to the problem they cause. Discounting is performed in a sequence of incremental steps, with conflict updated at each step, until the overall conflict is brought down exactly to a predefined acceptable level. (C) 2010 Elsevier Inc. All rights reserved.
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