Improved Differential Evolution Algorithm for 4PL Supply Chain Network Design Considering the Customer Behavior  

作　　者：Liwei Dong Chao Deng Xiaoying Gao Weijing Yin 

机构地区：[1]College of Software,Shenyang Normal University 110034 Shenyang,Liaoning,China [2]College of Computer and Information Engineering 210097 Nanjing,Jiangsu,China

出　　处：《IJLAI Transactions on Science and Engineering》2025年第1期8-21,共14页IJLAI科学与工程学报汇刊(英文)

摘　　要：Fourth party logistics(4PL)supply chain network design problem considering the behavior of customer service satisfaction becomes more important in supply chain network design problem.It is NP-hard problem.Improved differential evolution(IDE)algorithm is applied to solve this problem in this paper.In order to handle the infeasible solution efficiently,a two-stage algorithm,the minimum cost flow incorporated with macro-micro adjustment embedded improved differential evolution(MMAMFC-IDE),is designed.The results of numerical experiments show that MMAMFC-IDE can get relatively better results compared with the minimum cost flow embedded improved differential evolution(MFC-IDE).

关 键 词：Fourth party logistics Supply Chain Network Design service satisfaction MMAMFC-IDE 

分 类 号：F25[经济管理—国民经济]