Practical modeling of Bayesian decision problems - exploitingdeterministic relations

Madsen A.L.; Olesen K.G.; Dittmer S.L.

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Practical modeling of Bayesian decision problems - exploitingdeterministic relations

机译：贝叶斯决策问题的实用建模-利用确定性关系

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The widespread use of influence diagrams to represent and solvenBayesian decision problems is still limited by the inflexibility andnrather restrictive semantics of influence diagrams. We propose a numbernof extensions and adjustments to the definition of influence diagrams innorder to make the practical use of influence diagrams more flexible andnless restrictive. In particular, we describe how deterministic relationsncan be exploited to increase the flexibility and efficiency ofnrepresenting and solving Bayesian decision problems. The issuesnaddressed in the paper were motivated by the construction of a decisionnsupport system for mission management of unmanned underwater vehiclesn(UUVs)

机译：影响图表示和解决贝叶斯决策问题的广泛使用仍然受到影响图的不灵活和限制性的语义的限制。我们建议对影响图的定义进行一些扩展和调整，以使影响图的实际使用更加灵活，并且没有任何限制。特别是，我们描述了如何利用确定性关系来提高表示和解决贝叶斯决策问题的灵活性和效率。本文所解决的问题是由构建用于水下无人机任务管理的决策支持系统（UUV）推动的

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《IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics》 |2002年第1期|p.32-38|共7页
作者
Madsen A.L.; Olesen K.G.; Dittmer S.L.;
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正文语种 eng
中图分类自动化基础理论;
关键词
Bayes methods; belief networks; computational complexity; decision support systems; diagrams; remotely operated vehicles; uncertainty handling; underwater vehicles; Bayesian decision problems; UUVs; decision support system; deterministic relations; influence diagram;

机译：贝叶斯方法;信念网络;计算复杂度;决策支持系统;图;遥控车辆;不确定性处理;水下航行器;贝叶斯决策问题;UUV;决策支持系统;确定性关系;影响图;

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4. Practical Modeling of Bayesian Decision Problems - Exploiting Deterministic Relations [C] . Anders L. Madsen, Kristian G. Olesen, Soren L. Dittmer Fourteenth International Florida Artificial Intelligence Research Society Conference, May 21-23, 2001, Key West, Florida . 2001

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7. Practical Modeling of Bayesian Decision Problems - Exploiting Deterministic Relations [O] . Anders L. Madsen, Kristian G. Olesen, Scren L. Dittmer 2001

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Practical modeling of Bayesian decision problems - exploitingdeterministic relations

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