Approaches to increase the performance of agent-based production systems

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

The paper outlines two attempts to enhance the performance of agentbased manufacturing systems using adaptation/learning techniques. Some agent-level parameters are introduced, by which the system behavior can be tuned. The research was carried out with the help of a simulation framework for agent-based manufacturing architectures developed by the authors earlier. A short description of the framework, including the agents’ structure, communication and cooperation techniques, is also given. The paper briefly introduces the main DAI approaches supporting the realization of distributed manufacturing structures, such as agent-based and holonic manufacturing systems. Some main results of this field are also enumerated.

Original languageEnglish
Title of host publicationEngineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings
EditorsLaszlo Monostori, Jozsef Vancza, Moonis Ali
PublisherSpringer Verlag
Pages612-621
Number of pages10
ISBN (Print)3540422196, 9783540422198
Publication statusPublished - Jan 1 2001
Event14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001 - Budapest, Hungary
Duration: Jun 4 2001Jun 7 2001

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2070
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001
CountryHungary
CityBudapest
Period6/4/016/7/01

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ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Kádár, B., & Monostori, L. (2001). Approaches to increase the performance of agent-based production systems. In L. Monostori, J. Vancza, & M. Ali (Eds.), Engineering of Intelligent Systems - 14th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2001, Proceedings (pp. 612-621). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2070). Springer Verlag.