AGENT-BASED INTERDISCIPLINARY FRAMEWORK FOR DECISION MAKING IN COMPLEX SYSTEMS

被引:0
|
作者
Sokolova, Marina V. [1 ,2 ,3 ]
Fernandez-Caballero, Antonio [2 ,3 ]
Gomez, Francisco J. [2 ,3 ]
机构
[1] Kursk State Tech Univ, Kursk, Spain
[2] Univ Castilla La Mancha, Dept Comp Syst, Ciudad Real, Spain
[3] Inst Invest Informat Albacete, Albacete, Spain
关键词
Decision support system; Agents; Complex system; Framework;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We offer a framework for the creation of decision support and expert systems for complex natural domains. This is due, on the one hand, to the numerous advantages of intelligent methods of data manipulation and, on the other hand, to the abilities of the computational agents to make decentralized decisions, which are crucial for complex systems modeling and simulation.In our approach, the qualitative improvement in decision making is obtained by using computational agents and interdisciplinary approach. The frameworks combines, on the one hand, the numerous advantages of intelligent methods for data manipulation and, on the other hand, the abilities of the computational agents to make decentralized decisions, which is crucial for complex system modeling and simulation. The approach contributes to decentralization and local decision making within the standard workflow. We demonstrate our framework in a case study and discuss obtained results.
引用
收藏
页码:96 / 103
页数:8
相关论文
共 50 条
  • [41] A reactive agent-based decision-making system for SBCE
    Dafflon, Baudouin
    Essamlali, Mohammed Taha Elhariri
    Sekhari, Aicha
    Bouras, Abdelaziz
    [J]. 2016 IEEE 28TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2016), 2016, : 746 - 753
  • [42] Research on Agent-Based Economic Decision Model Systems
    Liu, Chenxi
    Yang, Suchun
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2020, 26 (05): : 1035 - 1046
  • [43] A Framework of Industrial Symbiosis Systems for Agent-based Simulation
    Fraccascia, Luca
    Yazdanpanah, Vahid
    van Capelleveen, Guido
    Yazan, Devrim Murat
    [J]. 2019 IEEE 21ST CONFERENCE ON BUSINESS INFORMATICS (CBI), VOL 1, 2019, : 419 - 428
  • [44] An agent-based framework for developing flexible distributed systems
    Sugawara, K
    [J]. FIRST IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, PROCEEDINGS, 2002, : 101 - 106
  • [45] Agent-based framework for affective intelligent tutoring systems
    Neji, Mahmoud
    Ben Ammar, Mohamed
    Alimi, Adel. M.
    Gouarderes, Guy
    [J]. INTELLIGENT TUTORING SYSTEM, PROCEEDINGS, 2008, 5091 : 665 - +
  • [46] The agent-based GAP: a framework for global automation systems
    Guidi-Polanco, F
    Cubillos, C
    Menga, G
    [J]. THIRTEENTH IEEE INTERNATIONAL WORKSHOPS ON ENABLING TECHNOLOGIES: INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES, PROCEEDINGS, 2004, : 53 - 58
  • [47] A Reusable Agent-based Framework for Smart Embedded Systems
    Kazanavicius, Egidijus
    Kazanavicius, Vygintas
    Ostaseviciute, Laura
    [J]. MECHATRONIC SYSTEMS AND MATERIALS: MECHATRONIC SYSTEMS AND ROBOTICS, 2010, 164 : 227 - +
  • [48] A reusable agent-based framework for smart embedded systems
    Studentu¸ g. 50, LT-51368, Kaunas, Lithuania
    [J]. Diffus Def Data Pt B, 1600, (227-232):
  • [49] FABRIC: Framework for Agent-Based Robot Control Systems
    Seredynski, Dawid
    Winiarski, Tomasz
    Zielinski, Cezary
    [J]. 2019 12TH INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL (ROMOCO '19), 2019, : 215 - 222
  • [50] Towards a monitoring framework for agent-based contract systems
    Faci, Noura
    Modgil, Sanjay
    Oren, Nir
    Meneguzzi, Felipe
    Miles, Simon
    Luck, Michael
    [J]. COOPERATIVE INFORMATION AGENTS XII, PROCEEDINGS, 2008, 5180 : 292 - 305