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
来源：
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2019年 / 11537 LNCS卷
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
收藏
页码：517 / 529
相关论文
共 50 条
  • [41] KNOWLEDGE REPRESENTATION METHODS FOR DAIRY DECISION-SUPPORT SYSTEMS
    HOGEVEEN, H
    VARNER, MA
    BREE, DS
    DILL, DE
    NOORDHUIZENSTASSEN, EN
    BRAND, A
    JOURNAL OF DAIRY SCIENCE, 1994, 77 (12) : 3704 - 3715
  • [42] Hierarchy and network analysis methods for decision-support systems
    Andreichikov, AV
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2004, 43 (06) : 905 - 922
  • [43] Using decision theory to formalize emotions in multi-agent systems
    Gmytrasiewicz, PJ
    Lisetti, CL
    FOURTH INTERNATIONAL CONFERENCE ON MULTIAGENT SYSTEMS, PROCEEDINGS, 2000, : 391 - 392
  • [44] Farm Smart 2000: A multi-agent decision support system for crop production
    Bentham, MJ
    COMPUTERS IN AGRICULTURE, 1998, 1998, : 469 - 479
  • [45] Online Learning for Markov Decision Processes Applied to Multi-Agent Systems
    El Chamie, Mahmoud
    Acikmese, Behcet
    Mesbahi, Mehran
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [46] Intelligent Group Decision Support System using Multi-agent Architecture
    Ye, M
    Wang, HQ
    EFFECTIVE UTILIZATION AND MANAGEMENT OF EMERGING INFORMATION TECHNOLOGIES, 1998, : 915 - 917
  • [47] USING COMPUTER ALGEBRA IN DECISION-SUPPORT SYSTEMS
    CHIN, JM
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 1992, 45 (3-4) : 133 - 143
  • [48] Using Multi-Agent systems to support Workflow telecommunications applications
    Aknine, S
    JOINT CONFERENCE ON THE SCIENCE AND TECHNOLOGY OF INTELLIGENT SYSTEMS, 1998, : 537 - 542
  • [49] LEARNING BY PROBLEM PROCESSORS - ADAPTIVE DECISION-SUPPORT SYSTEMS
    HOLSAPPLE, CW
    PAKATH, R
    JACOB, VS
    ZAVERI, JS
    DECISION SUPPORT SYSTEMS, 1993, 10 (02) : 85 - 108
  • [50] Decision support in virtual organizations: The case for multi-agent support
    Carlsson, C
    GROUP DECISION AND NEGOTIATION, 2002, 11 (03) : 185 - 221
12345