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Artificial Intelligence in Simulation

  • Conference paper
Messung, Modellierung und Bewertung von Rechensystemen

Part of the book series: Informatik-Fachberichte ((INFORMATIK,volume 154))

Abstract

Advances of the applications of artificial intelligence in modelling and simulation are viewed within the continuum of tool making. To have a proper perspective, the spectrums of the developments of physical tools as well as abstract tools such as software tools and modelling and simulation tools are presented. Then some promising directions for advanced research are highlighted under the following categories:

  1. 1.

    AI in modelling and simulation environments,

  2. 2.

    AI in simulation models,

    1. 2.1

      Simulation with models having time-varying structures,

    2. 2.2

      Simulation with goal-directed models,

    3. 2.3

      Simulation with models having perception abilities,

    4. 2.4

      Behaviorally anticipatory simulation,

  3. 3.

    AI in simulation query systems,

  4. 4.

    Machine learning in simulation,

  5. 5.

    Simulation in computer-embedded machines, and

  6. 6.

    Quality assurance in modelling and simulation in AI era.

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References

  • Angell, C.A., Goldstein, M. (Eds.) (1986), Dynamic aspects of structural change in liquids and gasses, The New York Academy of Sciences, New York, NY

    Google Scholar 

  • Aytaç, K.Z., Ören, T.I. (1986), Magest: A model-based advisor and certifier for Gest programs, In: Modelling and simulation methodology in the artificial intelligence era, M.S. Elzas, T.I. Ören, B.P. Zeigler (Eds.), North-Holland, Amsterdam, pp. 299–307.

    Google Scholar 

  • Barstow, D.R. (1979), Knowledge-based program construction, North-Holland, New York, NY.

    Google Scholar 

  • Birtwistle, G. (1985), Artificial intelligence, graphics, and simulation, SCS, San Diego, CA.

    Google Scholar 

  • Elzas, M.S., Ören, T.I., Zeigler, B.P. (Eds.) (1986), Modelling and simulation methodology in the artificial intelligence era, North-Holland, Amsterdam.

    Google Scholar 

  • Hogeweg, P., Hesper, B. (1979), Heterarchical, selfstructuring simulation systems: Concepts and applications in biology, In: Methodology in systems modelling and simulation, B.P. Zeigler et al. (Eds.), North-Holland, Amsterdam, pp. 221–232.

    Google Scholar 

  • Holmes, W.M. (Ed.) (1985), Artificial intelligence and simulation, SCS, San Diego, CA.

    Google Scholar 

  • Johnson, W.L. (1986), Intention-based diagnosis of novice programming errors, Pitman, London.

    MATH  Google Scholar 

  • Kerckhoffs, E.J.H., Vansteenkiste, G., Zeigler, B.P. (Eds.) (1986), Artificial intelligence applied to simulation, SCS, San Diego, CA.

    Google Scholar 

  • Lair, J., Rosenbloom, P., Newell, A. (1986), Universal subgoaling and chunking — The automatic generation and learning of goal hierarchies, Kluwer Academic Publ., Boston.

    Google Scholar 

  • Luker, R.A., Adelsberger, H.H. (Eds.), Intelligent simulation environments, SCS, San Diego, CA.

    Google Scholar 

  • Luker, R.A., Birtwistle, G. (Eds.), Simulation and AI, SCS, San Diego, CA.

    Google Scholar 

  • Manna, Z., Waldinger, R. et al. (1977), Studies in automatic programming logic, North-Holland, New York, NY

    MATH  Google Scholar 

  • Ören, T.I. (1979), Concepts for advanced computer-assisted modelling, In: Methodology in systems modelling and simulation, B.P. Zeigler et al. (Eds.), North-Holland, Amsterdam, pp. 29–55.

    Google Scholar 

  • Ören, T.I. (1981), Proceedings of Cybersoft 80 — International symposium on cybernetics and software, Sept. 9, 1980, Namur, Belgium, International Association for Cybernetics, Namur, Belgium

    Google Scholar 

  • Ören, T.I. (1982), Computer-aided modelling systems, In: Progress in modelling and simulation, F.E. Cellier (Ed.), Academic press, London, England, pp. 189–203.

    Google Scholar 

  • Ören, T.I. (1984), Model-based activities: a paradigm shift. In: Simulation and model-based methodologies: an integrative view, T.I. Ören, B.P. Zeigler, M.S. Elzas (Eds.), Springer-Verlag, Heidelberg, 3–40.

    Chapter  Google Scholar 

  • Ören, T.I. (1986), Implications of machine learning in simulation, In: Modelling and simulation methodology in the artificial intelligence era, M.S. Elzas, T.I. Ören, B.P. Zeigler (Eds.), North-Holland, Amsterdam, pp. 41–57.

    Google Scholar 

  • Ören, T.I. (1987a), Artificial intelligence and simulation: From cognitive simulation toward cognizant simulation, Simulation, 48:4 (April), 129–130.

    Article  Google Scholar 

  • Ören, T.I. (1987b — in press), Simulation and model-oriented languages: Taxonomy, In: Systems and control encyclopedia, M.G. Shing (Ed.), Pergamon Press, Oxford, England.

    Google Scholar 

  • Ören, T.I. (1987c — in press), Simulation models — symbolic processing: Taxonomy, In: Systems and control encyclopedia, M.G. Shing (Ed.), Pergamon Press, Oxford, England.

    Google Scholar 

  • Ören, T.I. (1987d — in press), Simulation models: Taxonomy, In: Systems and control encyclopedia, M.G. Shing (Ed.), Pergamon Press, Oxford, England.

    Google Scholar 

  • Ören, T.I. (1987e), Quality assurance paradigms for artificial intelligence in modelling and simulation, Simulation, 48:4 (April), 149–151.

    Article  Google Scholar 

  • Ören, T.I. (1988), Advances in artificial intelligence in software engineering, vol. 1, JAI Press, Greenwich, Connecticut, (in press)

    Google Scholar 

  • Ören, T.I., Zeigler, B.P. (1987), From stone tools to cognizant tools: The quest continues, In: Proceedings of the 2nd European simulation congressm, Antwewrp, Belgium, Sept. 9–12, 1986, G.C. Vansteenkiste, E.J.H. Kerkhoffs, L. Dekker, J.C. Zuidervaart (Eds.), SCS, San Diego, CA, pp. 801–807.

    Google Scholar 

  • Rich, C., Waters, R.C. (Eds.) (1986), Readings in artificial intelligence and software engineering, Morgan Kaufmann Publ, co, Los Altos, CA.

    Google Scholar 

  • Von Foerster, H. et al. (Eds.) (1968), Purposive systems, Spartan Books, New York, NY.

    Google Scholar 

  • Weir, M. (1984), Goal-directed behavior, Gordon and Breach Science Publ., New York, NY.

    Google Scholar 

  • Wertz, H. (1985), Intelligence artificielle — Application à l’analyse de programmes, Masson, Paris.

    Google Scholar 

  • Widman, L.A., Loparo, K.A., Helman, D.H. (Eds.) (1987), Artificial intelligence, simulation, and modelling, D. Reidei publ. co.

    Google Scholar 

  • Zeigler, B.P., Ören, T.I., Elzas, M.S. (Eds.) (1988 — In preparation), Modelling and simulation methodology: Knowledge systems paradigms, North-Holland, Amsterdam.

    Google Scholar 

  • Zeigler, B.P., Ören, T.I., Reddy, R.V. (Eds.) (1988 — In preparation), Knowledge representation in simulation environments: Expert systems and simulation models, Academic Press, USA.

    Google Scholar 

  • Zeleny, M. (Ed.) (1980), Autopoiesis, dissipative structures, and spontaneous social order, American Association for the Advancement of Science, Washington, DC.

    Google Scholar 

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Author information

Authors and Affiliations

  1. Computer Science Department, University of Ottawa, Ottawa, Ontario, Canada, K1N 9B4

    Tuncer I. Ören

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  1. Tuncer I. Ören
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Editor information

Editors and Affiliations

  1. Institut für Mathematische Maschinen und Datenverarbeitung (Informatik VII), Universität Erlangen-Nürnberg, Martensstraße 3, 8520, Erlangen, Deutschland

    U. Herzog  & M. Paterok  & 

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© 1987 Springer-Verlag Berlin Heidelberg

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Ören, T.I. (1987). Artificial Intelligence in Simulation. In: Herzog, U., Paterok, M. (eds) Messung, Modellierung und Bewertung von Rechensystemen. Informatik-Fachberichte, vol 154. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-73016-0_24

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  • DOI: https://doi.org/10.1007/978-3-642-73016-0_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-18406-5

  • Online ISBN: 978-3-642-73016-0

  • eBook Packages: Springer Book Archive

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