Minimax Regret Model for Liner Shipping Fleet Deployment with Uncertain Demand

Transportation Research Record - Tập 2549 Số 1 - Trang 45-53 - 2016
Shuaian Wang1, Zhiyuan Liu2, Xiaobo Qu3
1Department of Logistics and Maritime Studies, Hong Kong Polytechnic University, Kowloon, Hong Kong
2Jiangsu Key Laboratory of Urban Intelligent Transportation Systems, Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, Southeast University, Nanjing 210096, China
3Griffith School of Engineering, Gold Coast Campus, Griffith University, Southport, Queensland 4222, Australia

Tóm tắt

This paper proposes a minimax regret model for liner shipping fleet deployment with uncertain demand. The minimax regret model does not need the probability distribution function of the demand, and the model is consistent with how network planners are evaluated. However, the model is large because of the incorporation of all possible demand scenarios. A dynamic scenario inclusion method is proposed for efficiently solving the minimax model with only a small subset of the demand scenarios. A case study based on an Asia–Europe–Oceania liner shipping network demonstrates the applicability of the proposed model and method.

Từ khóa


Tài liệu tham khảo

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Transportation Research Record

Tập 2549 Số 1

45-53

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