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A BiLSTM hybrid model for ship roll multi-step forecasting based on decomposition and hyperparameter optimization

Yunyu Wei, Zezong Chen, Chen Zhao, Yuanhui Tu, Xi Chen, Rui Yang

2021Ocean Engineering51 citationsDOI

Topics & Concepts

HyperparameterParticle swarm optimizationMean squared errorMean absolute percentage errorComputer scienceCuckoo searchRobustness (evolution)AlgorithmArtificial intelligenceMathematical optimizationArtificial neural networkMathematicsStatisticsChemistryGeneBiochemistryEnergy Load and Power ForecastingMaritime Transport Emissions and EfficiencyGrey System Theory Applications
A BiLSTM hybrid model for ship roll multi-step forecasting based on decomposition and hyperparameter optimization | Litcius