A Grasshopper Optimization-Based Approach for Task Assignment in Cloud Logistics

被引：8
|
作者：
Xu, Lan [1 ,2 ]
Tu, Yiliu [2 ]
Zhang, Yuting [1 ]
机构：
[1] Jiangsu Univ Sci & Technol, Sch Econ & Management, Zhenjiang 212003, Jiangsu, Peoples R China
[2] Univ Calgary, Dept Mech & Mfg Engn, Calgary, AB T2N 1N4, Canada
来源：
MATHEMATICAL PROBLEMS IN ENGINEERING | 2020年 / 2020卷
关键词：
SERVICE SELECTION; ALGORITHM; MODEL; ALLOCATION; SYSTEM;
D O I：
10.1155/2020/3298460
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
A framework for the algorithm-based CL platform is established, based on which, the operational mode of it is described in detail. An integrated logistics task assignment model is built to optimally match logistics service resources and task of large scale in the algorithm-based CL. Particularly, an improved grasshopper optimization-based bitarget optimization algorithm (GROBO) is proposed to solve the biobjective programming model for service matching in CL. The case of Linyi small commodity logistics is taken as an application. Simulation results show that the proposed GROBO provides better solutions regarding to searching efficiency and stability in solving the model.
引用
收藏
页数：10
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