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arXiv 1705.03352cs.AI
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基于多面体几何的Credal集的合成

Composition of Credal Sets via Polyhedral Geometry

Institute of Information Theory and Automation, Czech Academy of Sciences(捷克科学院信息理论与自动化研究所)

Jiřina Vejnarová, Václav Kratochvíl

摘要:

最近引入的信用集的复合算子是概率、可能性、证据和基于赋值的系统理论中的此类算子的类比。它的目的是建立多维模型(在框架的信用集)从一个系统的低维信用集。在本文中,我们研究它的潜力,从计算的角度来看,利用多面体几何的方法。

英文摘要:

Recently introduced composition operator for credal sets is an analogy of such operators in probability, possibility, evidence and valuation-based systems theories. It was designed to construct multidimensional models (in the framework of credal sets) from a system of low- dimensional credal sets. In this paper we study its potential from the computational point of view utilizing methods of polyhedral geometry.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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