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Warianty tytułu
Języki publikacji
Abstrakty
Purpose: Summary of the state-of-the-art of the Distributed Artificial Intelligence applied to Intelligent Manufacturing. Main applications are presented along with different technologies applied in these areas. Design/methodology/approach: Intelligent Manufacturing area was split into many segments, which require different approach to intelligent problem solving. Multiagent systems negotiation needs were analysed and cooperation issues in the form of clustering, cloning, and learning were analysed in search for relevant tools. Findings: Detailed review of the approach to development of the agent based Intelligent Manufacturing from the fundamental considerations to the latest hands-on developments. Research limitations/implications: Many presented technologies call for detailed study before they can be implemented in practice. Originality/value: Thorough review of the Distributed Artificial Intelligence approach to current agile manufacturing needs. Key technologies are pointed out along with the main areas in which they can be implemented, and which require further research.
Wydawca
Rocznik
Tom
Strony
67--70
Opis fizyczny
Bibliogr. 20 poz., tab.
Twórcy
autor
- Division of Materials Processing Technology, Management and Computer Techniques in Materials Science, Institute of Engineering Materials and Biomaterials, Silesian University of Technology, ul. Konarskiego 18 a, 44-100 Gliwice, Poland, janusz.madejski@polsl.pl
Bibliografia
- [1] G. Tecuci, Building Intelligent Agents: An Apprenticeship Multistrategy Learning, Theory, Methodology, Tool and Case Studiem, Academic Press, 1998.
- [2] N. Jennings, M. Wooldridge, Applications of Intelligent Agents, in: N. Jennings, M. Wooldridge (Eds.), Agent Technology. Foundations, Applications, and Markets, Springer-Verlag 1998, pp. 3-28.
- [3] T. Smithers, On Quantitative Performance Measures of Robot Behaviour, in: Ed. L. Steels, The Biology and Technology of Inteligent Autonomous Agents, NATO ASI Series, Series F: Computer and Systems Sciences, Springer-Verlag 1995, Vol 144, pp. 21-52.
- [4] J. Madejski, Agents as building blocks of responsibility-based manufacturing systems, Elsevier (ref no PROTEC 4585 - 27 June 2000).
- [5] E. Alpaydin, Multiple Neural Experts for Improved Decision Making, in: Ed. L. Steels, The Biology and Technology of Inteligent Autonomous Agents, NATO ASI Series, Series F: Computer and Systems Sciences, Springer-Verlag 1995, Vol. 144, pp. 451-458.
- [6] L. Interrante, S. Goldsmith, Emergent Agent-Based Scheduling of Manufacturing Systems, in: Working Notes of the Agent-Based Manufacturing Workshop, Minneapolis, 1998.
- [7] Y. Qiang, Intelligent Planning. A Decomposition and Abstraction Based Approach, Springer-Verlag 1997.
- [8] B. Burmeister, S. Bussmann, A. Haddadi, K. Sundermeyer. Agent-Oriented Techniques for Traffic and Manufacturing Applications: Progress Report, in: N. Jennings, M. Wooldridge (Eds.), Agent Technology. Foundations, Applications, and Markets, Springer-Verlag 1998, pp. 161-174.
- [9] S. Ossovski, Co-ordination in Artificial Agent Societies. Social Structure and Its Implications for Autonomous Problem-Solving Agents, Springer-Verlag 1999.
- [10] J.P. Mueller, The Design of Intelligent Agents. A Layered Approach, Springer-Verlag 1996.
- [11] С Meloni, Autonomous agents architectures and algorithms in flexible manufacturing systems, in: IIE Transactions. October 1, 2000.
- [12] L. Kerschberg, Knowledge Rovers: Cooperative Intelligent Agent Support for Enterprise Information Architectures, in: P. Kandzia, M. Klusch (Eds.), Cooperative Information Agents, First International Workshop, CIA'97, Kiel, Germany, February 1997, Proceedings, Springer-Verlag 1997, pp. 79-100.
- [13] M. Berndtsson, S. Chakravarthy, В Lings, Result Sharing Among Agents Using Reactive Rules, in: P. Kandzia, M. Klusch (Eds.), Cooperative Information Agents, First International Workshop, CIA'97, Kiel, Germany, February 1997, Proceedings, Springer-Verlag 1997, pp. 126-137.
- [14] M. Singh, Multiagent Systems. A Theoretical Framework for Intentions, Know-How, and Communications, Springer-Verlag 1994.
- [15] A. Haddadi, Communication and Cooperation in Agent Systems, Springer-Verlag 1995.
- [16] T. Ohko, K. Hiraki, Y. Anzai, Addressee Learning and Message Interception for Communication Load Reduction in Multiple Robot Environments, G. Weiss (Ed.) Distributed Artificial Intelligence Meets Machine Learning. Learning in Multi-Agent Environments, ЕСАI’96 Workshop LDAIS, Budapest, Hungary, August 13, 1996 and ICMAS'96 Workshop LIOME, Kyoto, Japan, December 10, 1996. Springer-Verlag 1997, pp. 242-258.
- [17] R.C. Arkin, T. Balch, Cooperative Multiagent Robotic Systems, in D. Kortenkamp, R.P. Bonasso, R. Murphy (Eds.), Artificial Intelligence and Mobile Robots, AAAI Press / The MIT Press, 1998, pp. 277-296.
- [18] T. Schael, Workflow Management Systems for Process Organisations, Springer-Verlag 1998.
- [19] P. Fretty, Advanced Manufacturing. Intelligent Manufacturing. http://www.advancedmanufacturing.com/January04/intelligent.htm.
- [20] D. Bolza, World's first enterprise control system, Process & Control Engineering, October 1. 2006.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BOS3-0016-0069