Browsing NHH Brage by Author "Thune, Torsten Stangeland"
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Machine learning as a decision support system in capesize route optimization : predicting optimal route selection using recurrent neural networks and extreme gradient boosting
Bomholt, Herman Johan; Thune, Torsten Stangeland (Master thesis, 2020)In this thesis, we investigate the applicability of machine learning to predict optimal route decisions for Capesize vessels. Our approach uses windows of historical macroeconomic and market-specific variables to form a ...