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Intellectual Cognitive Technologies for Cyber-Physical Systems

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Cyber-Physical Systems and Control (CPS&C 2019)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 95))

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Abstract

The paper presents information on the cognitive modeling of complex systems and provides considerations on its place within the framework of research and development of cyber-physical systems. Theoretical and practical results of the application of cognitive modeling of complex systems can be attributed to the intellectual decision support systems in the socio-economic and industrial areas. Mathematical and software apparatus of cognitive modeling of complex systems is designed to describe the structure and behavior of a complex system in the face of uncertainty, implements an interdisciplinary approach to decision-making problems. For the future, it can be recommended for use in the direction of “Cognitive city”. A number of results of cognitive modeling of a regional socio-economic system are presented. The cognitive map of the system, the results of the study of its structural and dynamic properties, the results of scenario modeling and recommended management decisions are presented.

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References

  1. Zhuge, H.: Interactive semantics. Artif. Intell. 174, 190–204 (2010)

    Article  Google Scholar 

  2. Zhuge, H.: Cyber physical society. In: The 1st Workshop on Cyber Physical Society, in Conjunction with the 6th International Conference on Semantics, Knowledge and Grids, Ningbo, China (2010)

    Google Scholar 

  3. Zhuge, H., Xing, Y.: Probabilistic resource space model for managing resources in cyber-physical society. IEEE Trans. Serv. Comput. 5, 404–421 (2011)

    Article  Google Scholar 

  4. Axelrod, R.: The Structure of Decision: Cognitive Maps of Political Elites, p. 395. Princeton University Press, Princeton (1976)

    Google Scholar 

  5. Atkin, R.H.: Combinatorial Connectivies in Social Systems. An Application of Simplicial Complex Structures to the Study of Large Organisations. Interdisciplinary Systems Research, Birkhäuser, Basel (1997)

    Google Scholar 

  6. Casti, J.: Connectivity, complexity and catastrophe in large-scale systems. Chichester-New York-Brisbane-Toronto, 216 p. (1979)

    Google Scholar 

  7. Roberts, F.: Discrete Mathematical Models with Applications to Social, Biological, and Environmental Problems. Englewood Cliffs, Prentice-Hall, New Jersey 559 p. (1976)

    Google Scholar 

  8. Eden, C.: Cognitive mapping. Eur. J. Oper. Res. 36, 1–13 (1998)

    Article  Google Scholar 

  9. Langley, P.: Cognitive architectures: research issues and challenges. Cogn. Syst. Res. 10(2), 141–160 (2009)

    Article  Google Scholar 

  10. Abramova, N., Portsev, R.: Reflexive approach to multi-subject situations in cognitive mapping. In: 18th IFAC Conference on Technology, Culture and International Stability (TECIS2018) IFAC Papers OnLine, vol. 51–30, pp. 516–521 (2018)

    Google Scholar 

  11. Avdeeva, Z.K., Kovriga, S.V.: On governance decision support in the area of political stability using cognitive maps. In: 18th IFAC Conference on Technology, Culture and International Stability (TECIS2018) IFAC Papers OnLine, vol. 51–30, pp. 498–503 (2018)

    Google Scholar 

  12. Kulba, V.V., Kononov, D.A., Kovalevsky, S.S., Kosyachenko, S.A., Nizhegorodtsev, R.M., Chernov, I.V.: Scenario analysis of the behavior dynamics of socio-economic systems, Moscow, IPU RAN, 122 p. (2002)

    Google Scholar 

  13. Gorelova, G.V., Zakharova, E.N., Radchenko, S.A.: Study of semi-structured problems of socio-economic systems: a cognitive approach, 332 p. Publishing House of RSU, Rostov-on-Don (2006)

    Google Scholar 

  14. Gorelova, G.V., Melnik, E.V.: Cognitive modules of intelligent decision support in information management systems. In: Systems analysis in economics. Materials of the scientific-practical conference, pp. 45–49 (2010)

    Google Scholar 

  15. Gorelova, G.V., Maslennikova, A.V.: Simulation based on cognitive methodology and system dynamics, analysis of the system “South of Russia”. In: Tr. scientific-practical conference “System Analysis in the Economy 2012”, pp. 50–65 (2012)

    Google Scholar 

  16. Gorelova, G.V., Zhertovskaya, E.V., Yakimenko, M.V.: Innovative modernization of the national and regional economies: prerequisites, principles and priorities, 143 p. Ed.-SFU, Rostov-on-Don (2014)

    Google Scholar 

  17. Gorelova, G.V., Ryabtsev, V.N.: Architecture modeling and dynamics of the geopolitical regions of the modern world: a cognitive approach (zone “Black Sea-Caucasus-Caspian”), 374 p. SFU publishing house, Rostov-on-Don (2014)

    Google Scholar 

  18. Gorelova, G.V., Kolodenkova, A.E.: Safety assessment of information and control systems of nuclear power plants using cognitive modeling. Technosphere Saf. Technol. 62(4), 339–348 (2015)

    Google Scholar 

  19. Gorelova, G.V., Pankratova, N.D. (eds.) Innovative development of socio-economic systems based on foresight and cognitive modeling methodologies. Publishing House Naukova Dumka, Kiev 464 p. (2015)

    Google Scholar 

  20. Gorelova, G.V.: Cognitive approach to the development and justification of management decisions in organizational systems. Systems analysis in design and management: Collection of scientific papers of the XX International. scientific and practical conference, Part 1, pp. 67–72 (2016)

    Google Scholar 

  21. Gorelova, G., Pankratova, N.D.: Strategy of complex systems development based on the synthesis of foresight and cognitive modelling methodologies. Syst. Anal. Intell. Comput. IEEE (SAIC) 08(12), 1–6 (2018)

    Google Scholar 

  22. Gorelova, G., Kalinichenko, A.: Toolkit of cognitive research of large systems and the risk of a human factor. In: Fourth International Forum on Cognitive Modeling, Tel Aviv, Israel (2018)

    Google Scholar 

  23. Program for cognitive modeling and analysis of socio-economic systems at the regional level. Certificate of state registration of computer programs No. 2018661506 dated 07.09 (2018)

    Google Scholar 

  24. Gorelova, G.V.: Models of decision making when designing and managing the objects under conditions probability uncertainty. News SFU, Technical Sciences (1), 177–188 (2019)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Engineering - Technological Academy of the Southern Federal University, Rostov-on-Don, Russia

    Galina V. Gorelova

Authors
  1. Galina V. Gorelova
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Correspondence to Galina V. Gorelova .

Editor information

Editors and Affiliations

  1. Peter the Great St. Petersburg Polytechnic University, Saint Petersburg, Russia

    Dmitry G. Arseniev

  2. Institute of Transport and Automation Technology, Leibniz Universität Hannover, Garbsen, Niedersachsen, Germany

    Ludger Overmeyer

  3. Machine Vision and Pattern Recognition Laboratory, Lappeenranta University of Technology, Lappeenranta, Finland

    Heikki Kälviäinen

  4. Institute of Production Engineering and Photonic Technologies, Vienna University of Technology, Vienna, Austria

    Branko Katalinić

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Gorelova, G.V. (2020). Intellectual Cognitive Technologies for Cyber-Physical Systems. In: Arseniev, D., Overmeyer, L., Kälviäinen, H., Katalinić, B. (eds) Cyber-Physical Systems and Control. CPS&C 2019. Lecture Notes in Networks and Systems, vol 95. Springer, Cham. https://doi.org/10.1007/978-3-030-34983-7_61

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  • DOI: https://doi.org/10.1007/978-3-030-34983-7_61

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-34982-0

  • Online ISBN: 978-3-030-34983-7

  • eBook Packages: EngineeringEngineering (R0)

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