GENERATIONS IN BAYESIAN NETWORKS

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DOI

Alexander Litvinenko

litvinenko@uq.rwth-aachen.de

http://orcid.org/0000-0001-5427-3598
Natalya Litvinenko

n.litvinenko@inbox.ru

http://orcid.org/0000-0002-0576-8305
Orken Mamyrbayev

morkenj@mail.ru

http://orcid.org/0000-0001-8318-3794
Assem Shayakhmetova

a_sh_s83_83@mail.ru

http://orcid.org/0000-0002-4072-3671

Abstract

This paper focuses on the study of some aspects of the theory of oriented graphs in Bayesian networks. In some papers on the theory of Bayesian networks, the concept of “Generation of vertices” denotes a certain set of vertices with many parents belonging to previous generations. Terminology for this concept, in our opinion, has not yet fully developed. The concept of “Generation” in some cases makes it easier to solve some problems in Bayesian networks and to build simpler algorithms. 


In this paper we will consider the well-known example “Asia”, described in many articles and books, as well as in the technical documentation for various toolboxes. For the construction of this example, we have used evaluation versions of AgenaRisk.

Keywords:

Bayesian networks, AgenaRisk, oriented graphs, vertices generation

References

Article Details

Litvinenko, A., Litvinenko, N., Mamyrbayev, O., & Shayakhmetova, A. (2019). GENERATIONS IN BAYESIAN NETWORKS. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 9(3), 10–13. https://doi.org/10.35784/iapgos.228