A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting
Sign Up to like & getrecommendations! Published in 2018 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2018.01.014
Abstract: Abstract This paper built a hybrid decomposition-ensemble model named VMD-ARIMA-HGWO-SVR for the purpose of improving the stability and accuracy of container throughput prediction. The latest variational mode decomposition (VMD) algorithm is employed to decompose the… read more here.
Keywords: container throughput; model; hybrid decomposition; decomposition ... See more keywords
Container throughput analysis and seaport operations management using nonlinear control synthesis
Sign Up to like & getrecommendations! Published in 2021 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2021.07.039
Abstract: Abstract This paper is to explore the dynamical analysis and active control synthesis for improving seaport operations through system optimization. First, the multi-dimensional system of the fractional Lotka-Volterra model is utilized to investigate its underlying… read more here.
Keywords: container throughput; control synthesis; seaport operations; management ... See more keywords
A combined approach to forecast container throughput demand: Scenarios for the Hamburg-Le Havre range of ports
Sign Up to like & getrecommendations! Published in 2018 at "Transportation Research Part A: Policy and Practice"
DOI: 10.1016/j.tra.2018.08.010
Abstract: Abstract The decision to provide new or additional capacities in the ports is challenging since it should be supported by a growing demand, which require modelling and forecasting the demand of container throughput. This paper… read more here.
Keywords: container; container throughput; hamburg havre; havre range ... See more keywords
CONTAINER THROUGHPUT FORECASTING FOR INTERNATIONAL PORTS IN TAIWAN
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Marine Science and Technology"
DOI: 10.6119/jmst.202010_28(5).0015
Abstract: This paper compares different univariate forecasting methods and provides a more accurate short-term forecasting model for container throughput to create a reference for relevant authorities. Six different univariate methods, including the classical decomposition model, the… read more here.
Keywords: container throughput; throughput forecasting; model; forecasting model ... See more keywords