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The value of information in stochastic-dynamic RoRo ship cargo handling
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DOI：10.1016/j.ejor.2026.05.007.png)
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Abstract
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• Real-world roll-on/roll-off ship terminal operations are affected by stochastic uncertainty. • We present a sequential decision process and feature-based policy function approximations for explainable decision-making. • Compared to benchmark policies, the proposed policies reduce the ship’s turnaround time by 8.8%. • Information on process completion times has the potential to reduce turnaround time by an additional 8%. • Information on the incoming ship’s stowage plan is an important precondition for achieving such reductions.
Keywords:
OR in maritime industry
Roll-on roll-off ships
Stevedoring
Stochastic and dynamic process
Sequential decision process
Value of information
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