Optimization for Vehicle Routing Problem with Cross-docking considering the Value of Time Window Service |
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Authors: | LIU HONG LIN CHUYUE |
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Institution: | (School of Economic and Management, Fuzhou University, Fuzhou, 350100,China) |
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Abstract: | The cross-docking distribution network has the characteristics of low storage and high efficiency, and the key to its implementation is the effective integration of internal coordination, sorting and external vehicle routing. Meanwhile, the complexity of the distribution environment increases the uncertainty of delivery time, making logistics service recipients perceive different service value. Combined with the prospect theory, the customer time window service value function is given. And a multi-objective optimization model for cross-docking logistics distribution aimed to find the lowest total cost and the largest value of time window service is proposed. Then, a hybrid algorithm combining tabu search algorithm and local search algorithm is designed to find the optimal solution. Finally, the simulation of the example verify the feasibility and effectiveness of the model and the algorithm. |
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Keywords: | cross-docking vehicle routing prospect theory multi-objectives tabu search algorithm |
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