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Stefan Voss

University of Hamburg

SCHOLARLY PAPERS

3

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129

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0

Scholarly Papers (3)

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1.

Fixed Set Search Matheuristic Applied to the Knapsack Problem with Forfeits

Number of pages: 21 Posted: 16 May 2023
Raka Jovanovic and Stefan Voss
Hamad Bin Khalifa University and University of Hamburg
Downloads 90 (742,061)

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Metaheuristics, knapsack problem with forfeits, Fixed Set

2.

Large Language Models in Dynamic Berth Allocation: A structural and scalability assessment of AI-assisted optimization modeling

Number of pages: 19 Posted: 06 Mar 2026
Adriana Moros-Daza, Maria Jubiz-Diaz, Luis Coneo and Stefan Voss
Universidad del Norte, Universidad del Norte, Universidad del Norte and University of Hamburg
Downloads 25 (1,399,036)

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Dynamic Berth Allocation Problem, Generative AI, Heuristic design, Large language models, Port operations

3.

From Shortest Paths to Deep Reinforcement Learning: An Extended Graph-Based Formulation of the Berth Allocation Problem under Uncertainty

Number of pages: 35 Posted: 22 Apr 2026
Fabricio Niebles Atencio and Stefan Voss
University of Hamburg and University of Hamburg
Downloads 14 (1,541,665)

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Berth Allocation Problem, Reinforcement Learning, Graph-Based Models, MarkovDecision Process, Stochastic Scheduling, Trustworthy AI, Mathematical Foundations