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
相关论文
共 50 条
  • [21] A Hybrid Optimization-Based Approach for Parameter Estimation and Investigation of Fractional Dynamics in Ultracapacitors
    Kumar, Mano Ranjan
    Ghosh, Subhojit
    Das, Shantanu
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2016, 35 (06) : 1949 - 1971
  • [22] Activity assigning of fourth party logistics by particle swarm optimization-based preemptive fuzzy integer goal programming
    Chen, Kuei-Hsien
    Su, Chwen-Tzeng
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) : 3630 - 3637
  • [23] Cloud Task Scheduling Based on Ant Colony Optimization
    Tawfeek, Medhat
    El-Sisi, Ashraf
    Keshk, Arabi
    Torkey, Fawzy
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2015, 12 (02) : 129 - 137
  • [24] Task Scheduling in Cloud Computing: A Priority-Based Heuristic Approach
    Lipsa, Swati
    Dash, Ranjan Kumar
    Ivkovic, Nikola
    Cengiz, Korhan
    IEEE ACCESS, 2023, 11 : 27111 - 27126
  • [25] Optimization-based global structural identifiability
    Joy, Preet
    Djelassi, Hatim
    Mhamdi, Adel
    Mitsos, Alexander
    COMPUTERS & CHEMICAL ENGINEERING, 2019, 128 : 417 - 420
  • [26] A Game-Based Approach for Cost-Aware Task Assignment With QoS Constraint in Collaborative Edge and Cloud Environments
    Long, Saiqin
    Long, Weifan
    Li, Zhetao
    Li, Kenli
    Xia, Yuanqing
    Tang, Zhuo
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 32 (07) : 1629 - 1640
  • [27] A Survey of Optimization-Based Task and Motion Planning: From Classical to Learning Approaches
    Zhao, Zhigen
    Cheng, Shuo
    Ding, Yan
    Zhou, Ziyi
    Zhang, Shiqi
    Xu, Danfei
    Zhao, Ye
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024,
  • [28] Optimization-Based Explanations
    Kuechle, Graciela
    Rios, Diego
    PHILOSOPHY OF THE SOCIAL SCIENCES, 2015, 45 (4-5) : 481 - 496
  • [29] Optimization-based approach for strategic design and operation of a biomass-to-hydrogen supply chain
    Woo, Young-bin
    Cho, Seolhee
    Kim, Jiyong
    Kim, Byung Soo
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2016, 41 (12) : 5405 - 5418
  • [30] Optimization-based automated unsupervised classification method: A novel approach
    Matci, Dilek Kucuk
    Avdan, Ugur
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 160
12345