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PortEconomics
  • February 22nd, 2026
PortEconomics
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    A metric of global maritime supply chain disruptions: The global supply chain stress index - maritime (GSCSI-M)

    A metric of global maritime supply chain disruptions: The global supply chain stress index - maritime (GSCSI-M)

    ESG disclosure as a proxy of port corporate communication and sustainable management strategy: An LDA approach

    ESG disclosure as a proxy of port corporate communication and sustainable management strategy: An LDA approach

    From coal exports to green steel production? The role of circular economy precincts for sustainable port diversification

    From coal exports to green steel production? The role of circular economy precincts for sustainable port diversification

    Maritime transport in net zero

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    Onboard carbon capture, utilisation and storage (CCUS) supply chain optimisation: an application to vessels active in the offshore wind industry

    Onboard carbon capture, utilisation and storage (CCUS) supply chain optimisation: an application to vessels active in the offshore wind industry

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    PortGraphic: Container port dynamics near Gibraltar

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    Top-10 PortReads in 2025

    Port reform: World Bank publishes the third edition of its port reform toolkit

    Port reform: World Bank publishes the third edition of its port reform toolkit

    When will we admit that maritime transport will not be decarbonised by 2050?

    When will we admit that maritime transport will not be decarbonised by 2050?

    Digital technologies for efficient and resilient sea-land logistics

    Digital technologies for efficient and resilient sea-land logistics

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    Call for papers: Contemporary Maritime Economics: Transformations and Emerging Perspectives

    Call for papers: Contemporary Maritime Economics: Transformations and Emerging Perspectives

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    ECONSHIP2026: Call for papers

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    Call for papers: 1st Florence Maritime Regulation Conference

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    PortEconomics co-director appointed Senior Scientific Advisor to the Florence School of Regulation

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    Jean Monnet Chair in European Port Policy

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    PortGraphic: Top-15 EU container ports in Q3 2025

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    Maritime transport in net zero

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    Portgraphic: Top-15 EU container ports in H1 2025

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    In a tight spot: American ports in global supply chains

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Green liner shipping network designContainers

Green liner shipping network design

August 7th, 2017 Containers, Presentations

greencarrier.com

READ ALSO

Optimizing Asia–Europe container network: The Suez Canal and Cape of Good Hope routes in a changing world
Optimizing Asia–Europe container network: The Suez Canal and Cape of Good Hope routes in a changing world
PortEconomics members among best-performing scholars globally
PortEconomics members among best-performing scholars globally
Successful adoption of maritime environmental policy: The Mediterranean emission control area
Successful adoption of maritime environmental policy: The Mediterranean emission control area
PortGraphic: Container port dynamics near Gibraltar
PortGraphic: Container port dynamics near Gibraltar

IAME2017mainlogoAccording to the International Energy Agency, the contribution of international shipping to carbon footprint is as large as some major countries. To curb emissions, containerized shipping lines have implemented some technical and operational.

The latest port study of PortEconomics member Pierre Cariou co-authored with Ali Cheaitou and Rim Larbi (University of Sharjah, United Arab Emirates), considers this element in the context of the strategic and tactical aspects of liner services design. The objective is to determine the optimal sequence of ports to be visited as well as the number and operating speed of vessels to be deployed in a liner service when considering the joint objectives of cost and CO2 emissions minimization.

The authors analyse the problem using a non-linear bi-objective optimization framework for which an approximation scheme for the sailing speed and a reformulation are required to solve the problem using a bi-objective integer linear program based on the travelling salesman problem. Using data from a service operating between Europe and Asia with seven ports of call, we apply the proposed new scheme that can be solved using any commercial solver for real life instances. The results show that the cost and CO2 minimization objectives are easier to reconcile when bunker prices are high and tax on CO2 emissions is therefore more efficient at such a time.

The port study of Pierre, Ali and Rim titled “Green Liner Shipping Network Design: A Bi-Objective Non-Linear TSP Based Model” was presented in the IAME 2017 Conference held 27-30 June in Kyoto, Japan. The paper and presentation of the study is available and can be freely downloaded @PortEconomics.

 

Next article Emission control taxes in different port competition and co-operation settings
Previous article Shipping and Port Marketing: Policy and Strategy - Call for papers

Pierre Cariou

Pierre Cariou is Senior Professor at Kedge Business School, Visiting Professor at the Shanghai Maritime University and at the World Maritime University (WMU). He is Head of the Maritime Governance, Trade and Logistics Lab of KEDGE Supply chain center of excellence and Associate member of the Hapag-Lloyd/Khüne Logistic University Global Logistics Research Center. He held the French Chair in Maritime Affairs at WMU from 2004 to 2010 and started his academic carrier as Associate Professor in Economics at the University of Nantes (France). He completed his PhD on liner shipping strategies and contributed since 2010 to several reports for various shipping-related companies (French shipowner Association, SKS Tanker, LDA, SOCATRA, CMA CGM…), Port Authorities (Nantes-Saint-Nazaire, Port La Nouvelle, and Marseille), Shippers (Casino/SRS Group…), Banks (NATIXIS)... His main research interests are in shipping/port economics and shipping environmental protection and safety, on which he published more than 80 peer-review articles. He is an associate member of https://www.porteconomics.eu/, and he was the International Association of Maritime Economists’ Vice President (2014-2016) and KEDGE Business School Director of Research (2015-2017).

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