Knowledge Based Modelling of Complex Interconnected Systems

被引：0
|
作者：
Vatchova, Boriana [1 ]
Sanders, David [2 ]
Adda, Mo [3 ]
Gegov, Alexander [3 ]
机构：
[1] Bulgarian Acad Sci, Inst Informat & Commun Technol, Sofia, Bulgaria
[2] Univ Portsmouth, Sch Engn, Portsmouth, Hants, England
[3] Univ Portsmouth, Sch Comp, Portsmouth, Hants, England
来源：
2019 BIG DATA, KNOWLEDGE AND CONTROL SYSTEMS ENGINEERING (BDKCSE) | 2019年
关键词：
logical probability functions; logical probabilistic networks; fuzzy networks; RULE;
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：
The present paper discusses the use of intelligent control for modelling complex interconnected processes. The latter usually have many inputs and outputs and can be found in various areas of application. While part of the inputs are measurable, others are not due to the presence of stochastic environmental factors. For this reason such kind of processes operate under uncertainty. The latter is addressed in this paper by intelligent systems that use probabilistic and fuzzy network structures.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] An Overview on Modelling of Complex Interconnected Nonlinear Systems
    Elloumi, Mourad
    Gassara, Hamdi
    Naifar, Omar
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [2] Knowledge and the modelling of complex systems
    Lyons, M
    FUTURES, 2005, 37 (07) : 711 - 719
  • [3] Extention of Complex Networks for dynamical modelling and analysis of large, interconnected systems
    Geiger, Andreas
    Kroll, Andreas
    AT-AUTOMATISIERUNGSTECHNIK, 2016, 64 (02) : 110 - 120
  • [4] A Preliminary Study of Modelling Interconnected Systems Initiatives for Preserving Indigenous Knowledge in Indonesia
    Noprisson, Handrie
    Hidayat, Erzi
    Zulkarnaim, Nuralamsah
    2015 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI), 2015,
  • [5] Knowledge-Based Systems for Data Modelling
    Suman, Sabrina
    Jakupovic, Alen
    Kuljanac, Francesca Grzinic
    INTERNATIONAL JOURNAL OF ENTERPRISE INFORMATION SYSTEMS, 2016, 12 (02) : 1 - 13
  • [6] Knowledge representation and reasoning using interconnected uncertain rules for describing workflows in complex systems
    Popescu, Dragos Constantin
    Dumitrache, Ioan
    INFORMATION FUSION, 2023, 93 : 412 - 428
  • [7] Designing Knowledge Based Systems as Complex Adaptive Systems
    Sharma, Karan
    ARTIFICIAL GENERAL INTELLIGENCE 2008, 2008, 171 : 424 - 428
  • [8] Modelling of adaptive interconnected electromechanical systems on a transputer
    Bortsov, YA
    Savilov, AV
    ELECTRICAL TECHNOLOGY, 1996, (02): : 107 - 117
  • [9] Object modelling of interconnected systems in a behavioral framework
    Bastogne, T
    PROCEEDINGS OF THE 2004 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2004, : 5546 - 5551
  • [10] Modelling knowledge based systems using the eXecutable Modelling Framework (XMF)
    Abdullah, MS
    Evans, A
    Benest, I
    Paige, R
    Kimble, C
    2004 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2004, : 1055 - 1060
12345