Multi-task Assignment of Logistics Distribution based on Modified Ant Colony Optimization

Lin, Yu; Li, Meng; Cheng, Jiang; Wen-ling, Fang

doi:10.1109/cac.2018.8623340

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Cold Chain Logistics Distribution Routing Optimization Based on Realistic Delivery Time and Ant Colony

Xiang¹,

2020

IOP Conf. Ser.: Mater. Sci. Eng.

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In recent years, cold chain logistics, especially for agricultural products has been greatly developed. It aims to keep agricultural product fresh before arrive to the designated locations. In this paper, the definition and current situation of cold chain logistics are introduced first. Then a novel approach for path distribution of cold chain is proposed according to time-consumption. After that, we introduce the Ant Colony Optimization (ACO) method and the way to get realistic deliver time. At last, we put forward a method for distribution path optimization based on delivery time and ACO. Experiments show that the proposed method can achieve the optimal solution effectively.

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Cold Chain Logistics Distribution Routing Optimization Based on Realistic Delivery Time and Ant Colony

Xiang¹,

2020

IOP Conf. Ser.: Mater. Sci. Eng.

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Modified Ant Colony Optimization with an Application in Sustainable Last-Mile Delivery Routing Problem

Chen

2022

2022 China Automation Congress (CAC)

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A Hybrid Co-evolution Algorithm for Multi-Constraints Electric Vehicle Routing Optimization

Chen,

Liu

2023

2023 China Automation Congress (CAC)

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Multi-task Assignment of Logistics Distribution based on Modified Ant Colony Optimization

Cited by 4 publications

References 1 publication

Cold Chain Logistics Distribution Routing Optimization Based on Realistic Delivery Time and Ant Colony

Cold Chain Logistics Distribution Routing Optimization Based on Realistic Delivery Time and Ant Colony

Modified Ant Colony Optimization with an Application in Sustainable Last-Mile Delivery Routing Problem

A Hybrid Co-evolution Algorithm for Multi-Constraints Electric Vehicle Routing Optimization

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