Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods

被引:0
|
作者
Koźlak, Jaroslaw [1 ]
Sniezynski, Bartlomiej [1 ]
Wilk-Kolodziejczyk, Dorota [1 ,2 ]
Leśniak, Albert [1 ]
Jaśkowiec, Krzysztof [2 ]
机构
[1] AGH University of Science and Technology, Al. Mickiewicza 30, Kraków,30-059, Poland
[2] Foundry Research Institute in Krakow, Al. Zakopiańska 73, Kraków, Poland
关键词
Agent systems - Casting production - Decision-making strategies - Machine learning methods - Machine learning techniques - Multi-agent environment - Production Planning - Quality of predictions;
D O I
19th International Conference on Computational Science, ICCS 2019
中图分类号
学科分类号
摘要
引用
下载
收藏
页码:517 / 529
相关论文
共 50 条
  • [1] Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods
    Kozlak, Jaroslaw
    Sniezynski, Bartlomiej
    Wilk-Kolodziejczyk, Dorota
    Lesniak, Albert
    Jaskowiec, Krzysztof
    COMPUTATIONAL SCIENCE - ICCS 2019, PT II, 2019, 11537 : 517 - 529
  • [2] Network distributed decision-support systems as multi-agent constructs
    Jonoski, A
    Abbott, MB
    HYDROINFORMATICS '98, VOLS 1 AND 2, 1998, : 1219 - 1226
  • [3] Dynamic Decision Support Systems in a Multi-Agent Environment
    Hasanov, Tofig
    Motoyuki, Ozeki
    Natsuki, Oka
    2012 IV INTERNATIONAL CONFERENCE PROBLEMS OF CYBERNETICS AND INFORMATICS (PCI), 2012,
  • [4] Using multi-agent systems for machine learning
    Gonzalez Perez, Yuleisy
    Kholod, Ivan Ivanovich
    CIENCIA E INGENIERIA, 2020, 41 (01): : 67 - 74
  • [5] Multi-Agent Decision-Support System for an Urban Transportation Network
    Fayech, B
    Maouche, S
    Hammadi, S
    Borne, P
    ROBOTICS, AUTOMATION AND CONTROL AND MANUFACTURING: TRENDS, PRINCIPLES AND APPLICATIONS, 2002, 14 : 27 - 32
  • [6] MACHINE LEARNING-METHODS FOR INTELLIGENT DECISION-SUPPORT - AN INTRODUCTION
    SHAW, MJ
    DECISION SUPPORT SYSTEMS, 1993, 10 (02) : 79 - 83
  • [7] Multi-agent learning methods in an uncertain environment
    Liu, SH
    Tian, YT
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 650 - 654
  • [8] Machine Learning in Multi-Agent Systems using Associative Arrays
    Spychalski, Przemyslaw
    Arendt, Ryszard
    PARALLEL COMPUTING, 2018, 75 : 88 - 99
  • [9] Improving Efficiency of Hybrid HPC Systems Using a Multi-agent Scheduler and Machine Learning Methods
    Zaborovsky V.S.
    Utkin L.V.
    Muliukha V.A.
    Lukashin A.A.
    Supercomputing Frontiers and Innovations, 2023, 10 (02) : 104 - 126
  • [10] Distributed reinforcement learning in multi-agent decision systems
    Giráldez, JI
    Borrajo, D
    PROGRESS IN ARTIFICIAL INTELLIGENCE-IBERAMIA 98, 1998, 1484 : 148 - 159