An artificial neural network based decision support system for energy efficient ship operations

DOI10.1016/J.COR.2015.04.004zbMath1349.90886OpenAlexW1975513190MaRDI QIDQ342243

Mohammad Hasan, M. Dambrine

Publication date: 17 November 2016

Published in: Computers \& Operations Research (Search for Journal in Brave)

Full work available at URL: https://strathprints.strath.ac.uk/54843/

zbMATH Keywords

decision support systemartificial neural networksoperational measuresship energy efficiency

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59) Markov and semi-Markov decision processes (90C40)

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A decision support system for vessel speed decision in maritime logistics using weather archive big data ⋮ Three-echelon slot allocation for yield and utilisation management in ship liner operations

Cites Work

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• Optimal operating strategy for a long-haul liner service route
• Multilayer feedforward networks are universal approximators
• Simulated annealing for optimal ship routing
• Reducing fuel emissions by optimizing speed on shipping routes

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