Combination of Analytic Network Process and Bayesian Network Model for Multi-Criteria Engineering Decision Problems

Szűcs, G [Szűcs, Gábor (mesterséges intel...), szerző] Távközlési és Médiainformatikai Tanszék (BME / VIK); Sallai, Gy [Sallai, Gyula (Távközlő hálózato...), szerző] Távközlési és Médiainformatikai Tanszék (BME / VIK)

Angol nyelvű Tudományos Konferenciaközlemény (Egyéb konferenciaközlemény)
    This paper deals with Multi Criteria Decision Analysis in an engineering area (info-communication networks) by combining two effective mathematical modelling tools: Analytic Hierarchy Process and Bayesian Network. An extension of Bayesian Network is introduced, this Vector Bayesian Network is able to calculate the effects of the node faults in info-communication networks on different errors occurred at end users. We have developed a method combining expert knowledge and probabilistic theory to analyse fault spreading problem. A numerical example of network problem is worked out in order to certify our theoretical conception.
    Hivatkozás stílusok: IEEEACMAPAChicagoHarvardCSLMásolásNyomtatás
    2021-03-05 04:49