Application of genetic algorithms to a manufacturing industry scheduling multi-agent system

被引:0
|
作者
Solari, Maria de los Angeles [1 ]
Ocampo, Ernesto [1 ]
机构
[1] UCUDAL, Fac Ingn & Tecnol, Montevideo 11600, Uruguay
关键词
genetic algorithms; intelligent agents; multiagent systems; scheduling; manufacturing industry;
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 presents the research about the application of Genetic Algorithms to a scheduling multi-agent system on a textile manufacturing industry. Manufacturing industries competitiveness greatly depends on their ability to plan and schedule their processes in the most efficient way, as it impacts on production cost and time. Assigning jobs to scarce resources is not an easy to resolve task, mainly in the complex industrial processes context. This research's objective is to assess the applicability of Genetic Algorithms to a multi-agent production scheduling system aiming to obtain higher performance levels.
引用
收藏
页码:263 / 268
页数:6
相关论文
共 50 条
  • [1] Genetic Algorithms in a Multi-Agent System
    Vacher, JP
    Galinho, T
    Lesage, F
    Cardon, A
    [J]. IEEE INTERNATIONAL JOINT SYMPOSIA ON INTELLIGENCE AND SYSTEMS - PROCEEDINGS, 1998, : 17 - 26
  • [2] Multi-Agent Scheduling System in Cloud Manufacturing Environment
    Bi, Xiaoxue
    Yu, Dong
    Liu, Jinsong
    Hu, Yi
    [J]. 2020 10TH INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (IEEE-CYBER 2020), 2020, : 374 - 378
  • [3] Multi-Agent Hybrid System for Scheduling in Manufacturing Systems
    Madureira, Ana
    Santos, Joaquim
    Gomes, Nuno Fernandes
    [J]. NOVAS PERSPECTIVAS EM SISTEMAS E TECNOLOGIAS DE INFORMACAO, VOL II, 2007, : 91 - 102
  • [4] 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
  • [5] An Adaptive Scheduling System in Knowledgeable Manufacturing Based on Multi-agent
    Wang, Hao-Xiang
    Yan, Hong-Sen
    [J]. 2013 10TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2013, : 496 - 501
  • [6] Using multi-agent in distributed manufacturing scheduling
    Chen, Yongqiang
    Wu, Qingming
    [J]. Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 448 - 451
  • [7] Genetic algorithms using multi-objectives in a multi-agent system
    Cardon, A
    Galinho, T
    Vacher, JP
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2000, 33 (2-3) : 179 - 190
  • [8] Genetic algorithms for multi-agent fusion-system learning
    Pigeon, L
    Inglada, J
    Solaiman, B
    [J]. SENSOR FUSION: ARCHITECTURES, ALGORITHMS AND APPLICATIONS V, 2001, 4385 : 87 - 95
  • [9] Performance Evaluation of Bidding-Based Multi-Agent Scheduling Algorithms for Manufacturing Systems
    Gordillo, Antonio
    Griet, Adriana
    [J]. MACHINES, 2014, 2 (04) : 233 - 254
  • [10] RFID Application in a Multi-Agent Cyber Physical Manufacturing System
    Farsi, Maryam
    Latsou, Christina
    Erkoyuncu, John Ahmet
    Morris, Geoffrey
    [J]. JOURNAL OF MANUFACTURING AND MATERIALS PROCESSING, 2020, 4 (04):