Multi-agent system for resource allocation and scheduling

被引:0
|
作者
Gorodetski, V [1 ]
Karsaev, O [1 ]
Konushy, V [1 ]
机构
[1] St Petersburg Inst Informat & Automat, St Petersburg, Russia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper considers multi agent approach and respective multi-agent system for resource allocation and scheduling within shipping logistics problem. A well known benchmark that is Vehicle Routing Problem with Time Windows is considered as a case study. The paper proposes an approach to the shipping logistics problem solving that includes auction-based resource allocation and scheduling, distributed reallocation algorithm and distributed version of the "look ahead" algorithm. The proposed approach is implemented and studied experimentally. The experimental results are outlined.
引用
收藏
页码:236 / 246
页数:11
相关论文
共 50 条
  • [21] Multi-agent distributed adaptive resource allocation (MADARA)
    Edmondson, James
    Schmidt, Douglas
    INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2010, 5 (03) : 229 - 245
  • [22] Research on Optimal Resource Allocation of Shipboard Fluid System Based on Multi-Agent
    Qin Jiu-feng
    Zeng Fan-ming
    Chen Yu-tao
    Li Jie
    Pan Xing-long
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 2565 - 2569
  • [23] Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid (vol 3, 15, 2018)
    Nair, Arun Sukumaran
    Hossen, Tareq
    Campion, Mitch
    Selvaraj, Daisy Flora
    Goveas, Neena
    Kaabouch, Naima
    Ranganathan, Prakash
    TECHNOLOGY AND ECONOMICS OF SMART GRIDS AND SUSTAINABLE ENERGY, 2020, 5 (01):
  • [24] An Adaptive Multi-Agent System With Duplex Control Laws for Distributed Resource Allocation
    Guo, Zhenyuan
    Lian, Mengke
    Wen, Shiping
    Huang, Tingwen
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (02): : 389 - 400
  • [25] Optimal Resource Allocation of Communicating Multi-agent System using Genetic Algorithm
    Zhang, Tianpeng
    Szeto, Kwok Yip
    2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, : 2469 - 2476
  • [26] Synchronizing production scheduling with resources allocation for precast components in a multi-agent system environment
    Wang, Zhaojing
    Hu, Hao
    Gong, Jie
    Ma, Xiaoping
    JOURNAL OF MANUFACTURING SYSTEMS, 2018, 49 : 131 - 142
  • [27] A Multi-Agent Simulation Model for Water Resources Allocation and Scheduling
    Huang, Wei
    Zhang, Xingnan
    Wang, Jianying
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 1447 - +
  • [28] Ontologies in a multi-agent system for automated scheduling
    Gonzalez, EJ
    Hamilton, AF
    Moreno, L
    Marichal, RL
    Toledo, J
    COMPUTING AND INFORMATICS, 2004, 23 (02) : 157 - 177
  • [29] A multi-agent system for distributed maintenance scheduling
    Hedjazi, Djalal
    Layachi, Fateh
    Boubiche, Djallel Eddine
    COMPUTERS & ELECTRICAL ENGINEERING, 2019, 77 : 1 - 11
  • [30] An evolutionary multi-agent system for production scheduling
    Pendharkar, PC
    2005 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), VOLS 1AND 2, 2005, : 946 - 950