Author:
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 150
Book Description
Bulk Carrier Market
Author:
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 150
Book Description
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 150
Book Description
Analysis and Forecast of the Capesize Bulk Carriers Shipping Market Using Artificial Neural Networks
Author: Athanasios V. Voudris
Publisher:
ISBN:
Category :
Languages : en
Pages : 394
Book Description
Investing in the bulk carrier market constitutes a rather risky investment due to the volatility of the bulk carrier freight rates. In this study it is attempted to uncover the benefits of using Artificial Neural Networks (ANNs) in forecasting the Capesize Ore Voyage Rates from Tubarao to Rotterdam with a 145,000 dwt Bulk carrier. Initially, market analysis allows the assessment of the relation of some parameters of the dry bulk market with the evolution of freight rates. Subsequently, ANNs with an appropriate architecture are constructed and sufficient data, in terms of quantity and quality, are collected and organized so as to establish both the training and the testing data sets. The use of ANNs along with genetic algorithms allows the prediction of bulk freight rates with considerable accuracy for as long as eighteen months ahead and this is quantified by calculating the relative and absolute errors. It is concluded that ANNs offer a promising approach to forecasting the bulk market when coupled with efficient market modeling.
Publisher:
ISBN:
Category :
Languages : en
Pages : 394
Book Description
Investing in the bulk carrier market constitutes a rather risky investment due to the volatility of the bulk carrier freight rates. In this study it is attempted to uncover the benefits of using Artificial Neural Networks (ANNs) in forecasting the Capesize Ore Voyage Rates from Tubarao to Rotterdam with a 145,000 dwt Bulk carrier. Initially, market analysis allows the assessment of the relation of some parameters of the dry bulk market with the evolution of freight rates. Subsequently, ANNs with an appropriate architecture are constructed and sufficient data, in terms of quantity and quality, are collected and organized so as to establish both the training and the testing data sets. The use of ANNs along with genetic algorithms allows the prediction of bulk freight rates with considerable accuracy for as long as eighteen months ahead and this is quantified by calculating the relative and absolute errors. It is concluded that ANNs offer a promising approach to forecasting the bulk market when coupled with efficient market modeling.
"World bulk carrier market": a supply
Author: Dry Cargo Research Divisions (H. P. DREWRY (SHIPPING CONSULTANTS) LTD.)
Publisher:
ISBN:
Category :
Languages : en
Pages : 172
Book Description
Publisher:
ISBN:
Category :
Languages : en
Pages : 172
Book Description
Dynamic Confrontation
Dry Bulk Market Quarterly
Author:
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 92
Book Description
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 92
Book Description
Analysis of the Causes of the Rise of Dry Bulk Carrier Market in 1978
The Market for Panamax 50-80,000 DWT dry bulk carriers
World Bulk Carrier Market
Author: Drewry Shipping Consultants
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 122
Book Description
Publisher:
ISBN:
Category : Bulk carrier cargo ships
Languages : en
Pages : 122
Book Description
Analysis (1980-81) and Forecast (1982) of the Dry Bulk Carrier Market
Control by Transnational Corporations Over Dry Bulk Cargo Movements
Author: United Nations Conference on Trade and Development. Secretariat
Publisher: New York : United Nations
ISBN:
Category : Business & Economics
Languages : en
Pages : 32
Book Description
Publisher: New York : United Nations
ISBN:
Category : Business & Economics
Languages : en
Pages : 32
Book Description