Μελέτη της βασικής θεωρίας των Μπεϋζιανών δικτύων
Date
2025-05Advisor
Παπαγεωργίου, ΕυγενίαView/
Keywords
Μπεϋζιανά δίκτυα ; Πολεμικό Ναυτικό ; Θεωρία πιθανοτήτων ; Θεωρία γραφημάτων ; Υγειονομική διαχείρισηAbstract
This dissertation investigates the application of Bayesian Networks as a decision support tool under conditions of uncertainty, focusing on operational and technical scenarios within the Hellenic Navy. Through a comprehensive theoretical analysis of Probability Theory and Graph Theory, the foundational framework for the utilization of Bayesian Networks is established. The study subsequently develops applications such as the optimization of weapon selection on naval vessels, the prediction and prevention of infectious disease outbreaks among crew members, and the assessment of failure probabilities of ships or subsystems, with the objective of enhancing maintenance scheduling and modernization planning. The dissertation highlights the benefits of probabilistic modeling in supporting rapid and rational decision -making in environments characterized by high operational and technical uncertainty.
Number of pages
84Language
GreekCollections
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Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα
Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ελλάδα