Işık Yazarı "Özgür Ünlüakın, Demet" WOS İndeksli Bildiri Koleksiyonu İçin Listeleme
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An effective maintenance policy for a multi-component dynamic system using factored POMDPs
Kıvanç, İpek; Özgür Ünlüakın, Demet (Springer Verlag, 2019-09-20)With the latest advances in technology, almost all systems are getting substantially more uncertain and complex. Since increased complexity costs more, it is challenging to cope with this situation. Maintenance optimization ... -
Maintenance policy simulation for a factored partially observable system
Özgür Ünlüakın, Demet; Kıvanç, İpek (The Society for Modeling and Simulation International, 2019-07)Taking maintenance decisions is one of the well-known stochastic sequential decision problems under uncertainty. Partially Observable Markov Decision Processes (POMDPs) are powerful tools for such problems. Nevertheless, ...