A way to optimally solve a green time-dependent vehicle routing problem with time windows

被引:0
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作者
Iman Kazemian
Masoud Rabbani
Hamed Farrokhi-Asl
机构
[1] University of Tehran,School of Industrial and Systems Engineering, College of Engineering
[2] Iran University of Science and Technology,School of Industrial Engineering
来源
关键词
Vehicle routing; Green; Time-dependent; Time windows; Greenhouse gas emissions; Fuel consumption; Graph transformation; 90B06;
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摘要
This study presents a novel approach to solve the vehicle routing problem by focusing on greenhouse gas emissions and fuel consumption aiming to mitigate adverse environmental effects of transportation. A time-dependent model with time windows is developed to incorporate speed and schedule in transportation planning. The model considers speed limits for different times of the day in a realistic delivery context. Due to the complexity of solving the model, a graph transformation approach is proposed to reduce the complexity of the problem. By means of several steps, the problem is transformed into a vehicle routing problem without time windows. In this way, we can reduce the complexity of the problem. Our method can be used in practice to decrease fuel consumption and greenhouse gas emissions, while total cost is also controlled to some extent. Finally, future research directions and conclusion remarks are provided.
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页码:2766 / 2783
页数:17
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