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
  • [41] A Multi-Agent Resource Allocation Framework for Patient Journey Shortening
    Choi, Chung-ho
    Cheung, William K.
    2010 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2010, : 481 - 486
  • [42] A New Multi-Agent Hybrid Marketplace for Cloud Resource Allocation
    Adabi, Sepideh
    Esmaeili, Vida
    JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT, 2020, 28 (04) : 1086 - 1135
  • [43] Multi-agent Approach to Computational Resource Allocation in Edge Computing
    Kovtunenko, Alexey
    Timirov, Marat
    Bilyalov, Azat
    INTERNET OF THINGS, SMART SPACES, AND NEXT GENERATION NETWORKS AND SYSTEMS, NEW2AN 2019, RUSMART 2019, 2019, 11660 : 135 - 146
  • [44] Multi-agent Approach to Resource Allocation in Autonomous Vehicle Fleets
    Daoud, Alaa
    PROCEEDINGS OF THE THIRTIETH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2021, 2021, : 4879 - 4880
  • [45] MULTI-AGENT RESOURCE ALLOCATION (MARA) FOR MODELING CONSTRUCTION PROCESSES
    Liu, Yang
    Mohamed, Yasser
    2008 WINTER SIMULATION CONFERENCE, VOLS 1-5, 2008, : 2361 - 2369
  • [46] Link Resource Allocation for Maximizing the Rigidity of Multi-Agent Formations
    Zhu, Guangwei
    Hu, Jianghai
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 2920 - 2925
  • [47] A Multi-Agent Learning Approach to Online Distributed Resource Allocation
    Zhang, Chongjie
    Lesser, Victor
    Shenoy, Prashant
    21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, : 361 - 366
  • [48] Multi-agent negotiation model for resource allocation in Grid environment
    Huang, XQ
    Huang, LP
    Li, ML
    ADVANCED WEB AND NETWORK TECHNOLOGIES, AND APPLICATIONS, PROCEEDINGS, 2006, 3842 : 912 - 918
  • [49] Multi-agent interaction for optimal resource allocation in computational grid
    Li, CL
    Lu, ZD
    Li, LY
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 31 - 36
  • [50] CDA: Covert Deception Attacks in Multi-Agent Resource Scheduling
    Hao, Wei
    Liu, Jia
    Li, Wenjie
    Chen, Lijun
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (11): : 9215 - 9222