Modeling of container throughput in Northern Adriatic ports over the period 1990-2013

被引:37
作者
Twrdy, Elen [1 ]
Batista, Milan [1 ]
机构
[1] Univ Ljubljana, Fac Maritime Studies & Transport, Pot Pomorscakov 4, Portoroz 6320, Slovenia
关键词
North Adriatic ports; Container throughput; Modeling; EAST-ASIA; COMPETITION; VOLUMES; CHOICE; MARKET;
D O I
10.1016/j.jtrangeo.2016.03.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study presents dynamic models to forecast container throughput in the North Adriatic ports of Koper, Trieste, Venice, Ravenna, and Rijeka. Based on the numbers derived, we found a simple but efficient model to forecast the likelihood of increasing or decreasing traffic from year to year. The models are prepared based on available data; they are the Markov-chain annual growth rate model, a time-series trend model, a time-series trend model with periodical terms, and the gray system model. In the second part of the study, we explore a model for analyzing cooperation/competition relationships between these ports using a generalized Lotka-Volterra dynamic system. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:131 / 142
页数:12
相关论文
共 49 条
[1]  
Abraham B., 1983, STAT METHODS FORECAS
[2]  
[Anonymous], 2013, Engineering Statistics Handbook
[3]  
[Anonymous], 2009, Basic Econometrics
[4]  
BRANDERBURGER AM, 1996, COOPETITION
[5]   A COMPARISON OF THE SHORT-TERM FORECASTING ACCURACY OF ECONOMETRIC AND NAIVE EXTRAPOLATION MODELS OF MARKET SHARE [J].
BRODIE, RJ ;
DEKLUYVER, CA .
INTERNATIONAL JOURNAL OF FORECASTING, 1987, 3 (3-4) :423-437
[6]  
Carnot N., 2005, EC FORECASTING
[7]  
Chambers J C, 1971, HARVARD BUSINESS REV
[8]   Forecasting container throughputs at ports using genetic programming [J].
Chen, Shih-Huang ;
Chen, Jun-Nan .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (03) :2054-2058
[9]  
Chiang C.H., 2010, J E ASIA SOC TRANSP, V8
[10]   A modified regression model for forecasting the volumes of Taiwan's import containers [J].
Chou, Chien-Chang ;
Chu, Ching-Wu ;
Liang, Gin-Shuh .
MATHEMATICAL AND COMPUTER MODELLING, 2008, 47 (9-10) :797-807