A multi-agent system for dynamic just-in-time manufacturing production scheduling

被引：0
|
作者：
Boccalatte, A [1 ]
Gozzi, A [1 ]
Paolucci, M [1 ]
Queirolo, V [1 ]
Tamoglia, M [1 ]
机构：
[1] Univ Genoa, Dept Commun Comp & Syst Sci, I-16145 Genoa, Italy
来源：
2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7 | 2004年
关键词：
manufacturing scheduling; agent-based system; on-line scheduling; earliness and tardiness penalties;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This work proposes an agent-based system for supporting dynamic scheduling in manufacturing. The ability of dynamic scheduling allows manufacturing production systems to promptly react to on-line demand variations, or in general to unexpected events, as required by the modern "agile" manufacturing paradigm. Multi-Agent Systems (MASs) have been indicated as a possible enabling factor for agility in manufacturing. This paper considers a class of dynamic scheduling problems characterized by a just-in-time objective and devises an on-line scheduling heuristic based on a multi-agent architecture. An experimental analysis is performed to compare different heuristic configurations with other non-agent-based ones. The results obtained show the effectiveness of the approach.
引用
收藏
页码：5548 / 5553
页数：6
相关论文
共 50 条
  • [1] Multi-agent Just-in-time Manufacturing Scheduling System for Dynamic Environment
    Jiang, Yingzhe
    Weng, Wei
    Fujimura, Shigeru
    [J]. PROCEEDINGS 2016 5TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS IIAI-AAI 2016, 2016, : 1022 - 1025
  • [2] A multi-agent system architecture for coordination of just-in-time production and distribution
    Davidsson, P
    Wernstedt, F
    [J]. KNOWLEDGE ENGINEERING REVIEW, 2002, 17 (04): : 317 - 329
  • [3] Multi-agent model for just-in-time production systems
    Hamouda, Hassen
    Ghedira, Khaled
    Hsairi, Lobna
    [J]. INTERNET & INFORMATION SYSTEMS IN THE DIGITAL AGE: CHALLENGES AND SOLUTIONS, 2006, : 543 - 550
  • [4] Multi-agent model for just-in-time production systems
    Hamouda, Hassen
    Ghedira, Khaled
    Hsairi, Lobna
    [J]. INTERNET & INFORMATION SYSTEMS IN THE DIGITAL AGE: CHALLENGES AND SOLUTIONS, 2006, : 623 - 630
  • [5] SCHEDULING FOR JUST-IN-TIME MANUFACTURING
    EGBELU, PJ
    WANG, HP
    [J]. ENGINEERING COSTS AND PRODUCTION ECONOMICS, 1989, 16 (02): : 117 - 124
  • [6] Multi-agent system for dynamic scheduling and control in manufacturing cells
    Ouelhadj, D
    Hanachi, C
    Bouzouia, B
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, 1998, : 2128 - 2133
  • [7] Multi-agent scheduling in a no-wait flow shop system to maximize the weighted number of just-in-time jobs
    Chen, Ren-Xia
    Li, Shi-Sheng
    Li, Wen-Jie
    [J]. ENGINEERING OPTIMIZATION, 2019, 51 (02) : 217 - 230
  • [8] Multi-agent system for dynamic scheduling
    Firme, Bernardo
    Lopes, Guilherme
    Martins, Miguel S. E.
    Coito, Tiago
    Viegas, Joaquim
    Sousa, Joao M. C.
    Reis, Joao C. P.
    Figueiredo, Joao
    Vieira, Susana
    [J]. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [9] CONTROLLING A JUST-IN-TIME MANUFACTURING SYSTEM IN AN UNSTABLE SCHEDULING ENVIRONMENT
    GRAHAM, I
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1986, 37 (12) : 1159 - 1159
  • [10] Autonomous decentralized scheduling system for just-in-time production
    Nishi, T
    Sakata, A
    Hasebe, S
    Hashimoto, I
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (2-7) : 345 - 351
12345