Title: Research on optimisation of fresh product closed-loop supply chain based on DWOA algorithm in mobile environment

Authors: Jiaming Shen

Addresses: School of Economics and Management, Zhejiang Business College, Hangzhou, Zhejiang, China

Abstract: In today's society, the timely supply of fresh agricultural products helps ensure the freshness and quality of food and reduce health risks such as food poisoning. Timely picking and transportation can reduce the risk of food spoilage. This study conducts research on robust fuzzy optimisation of green closed-loop fresh product supply chain network. With the goal of minimising costs and minimising carbon emissions, the research uses fuzzy program measurement methods to process existing models and introduces the concepts of mutation and crossover of differential algorithms to improve the whale optimisation algorithm. The results show that the fitness values of this method in the test functions F8 and F20 are less than -8000 and -3.2, respectively, and it has high convergence accuracy and speed.

Keywords: improved differential whale algorithm; fresh products; closed-loop supply chain optimisation; fuzzy optimisation; robust optimisation.

DOI: 10.1504/IJWMC.2025.144201

International Journal of Wireless and Mobile Computing, 2025 Vol.28 No.2, pp.158 - 169

Received: 25 Sep 2023
Accepted: 01 Mar 2024
Published online: 31 Jan 2025 *

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