基于信念函数的风暴预报多准则信息融合

J. Dezert, A. Bouchard, M. Buguet
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引用次数: 1

摘要

本文的目的是提出一种基于几种物理标准的风暴风险评估和预测的一般方法,这要感谢信念函数框架来处理相互冲突的气象信息。为此,我们将Soft ELECTRE TRI (SET)方法应用于该风暴背景,并展示了如何在给定未来大气状态估计的情况下将其用于大气预测模型的输出。该工作也可以为其他处理多准则决策支持和冲突信息融合的方法提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Criteria Information Fusion for Storm Prediction Based on Belief Functions
The objective of this paper is to present a general methodology for storm risk assessment and prediction based on several physical criteria thanks to the belief functions framework to deal with conflicting meteorological information. For this, we adapt the Soft ELECTRE TRI (SET) approach to this storm context and we show how to use it on outputs of atmospheric forecast model, given an estimate of the state of the atmosphere in a future time. This work could also serve as a benchmark for other methods dealing with multi-criteria decision-making (MCDM) support and conflicting information fusion.
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