Abstract
This paper considers the methods of influence analysis, structure analysis, inverse problem solving and scenario analysis implemented in cognitive map-based modeling software systems. The methods serve for designing control strategies in ill-structured situations.
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References
Axelrod, R., The Structure of Decision: Cognitive Maps of Political Elites, Princeton: Princeton Univ. Press, 1976.
Kulinich, A.A., Computer Systems for Cognitive Maps Simulation: Approaches and Methods, Autom. Remote Control, 2012, vol. 73, no. 10, pp. 1715–1733.
Silov, V.B., Prinyatie strategicheskikh reshenii v nechetkoi obstanovke (Strategic Decision Making within a Fuzzy Environment), Moscow: INPRO-RES, 1995.
Kulinich, A.A., Kanva: The Cognitive Decision Support System, Program. Prod. Sist., 2002, no. 3, pp. 25–28.
Korostelev, D.A., Lagerev, D.G., and Podvesovskii, A.G., IGLA: The Decision Support System Based on Fuzzy Cognitive Models, Tr. mezhd. konf. “Iskusstvennyi intellekt” (Proc. Int. Conf. “Artificial Intelligence”), Moscow, 2008, vol. 3, pp. 327–329.
Kulinich, A.A. and Maksimov, V.I., Kompas: The System of Conceptual Simulation for Social and Political Situations, Tr. konf. “Sovremennye tekhnologii upravleniya dlya administratsii gorodov i regionov” (Proc. Conf. “Modern Management Technologies for Local Authorities”), Moscow, 1998, pp. 115–123.
Maksimov, V.I., Grigoryan, A.K., and Kornoushenko, E.K., Situatsiya: The Software Complex for Simulation and Solving Ill-structured Problems, Tr. mezhd. konf. “Problemy upravleniya” (Proc. Int. Conf. “Control Problems”), Moscow: Inst. Probl. Upravlen., 1999, vol. 2, pp. 58–65.
Kuznetsov, O.P., Kulinich, A.A., and Markovskii, A.V., Impact Analysis in Weak-structured Situations Control on the Basis of Cognitive Maps, in Chelovecheskii faktor v upravlenii (Human Factor in Control), Abramova, N.A., Grinberg, K.S., and Novikov, D.A., Eds., Moscow: KomKniga, 2006, pp. 313–344.
Avdeeva, Z.K., Kovriga, S.V., Makarenko, D.I., and Maximov, V.I., Cognitive Approach in Control, Probl. Upravlen., 2007, no. 3, pp. 2–8.
Kuznetsov, O.P., Intellectualization of Control Decisions Support and Creation of Intellectual Systems in the RAS Institute of Control Sciences, Probl. Upravlen., 2009, no. 3.1, pp. 64–72.
Maximov, V.I., Structure-objective Analysis of Socio-economic Situations Development, Probl. Upravlen., 2005, no. 3, pp. 30–38.
Kornoushenko, E.K. and Maksimov, V.I., Situation Control Using Structural Properties of Its Cognitive Map, Tr. Inst. Probl. Upravlen., 2000, vol. 11, pp. 85–90.
Brightman, J., An Introduction to Decision Explorer, Kendal, Cumbria: Banxia Software, 2002, URL: http://www.banxia.com/pdf/de/DEIntro1.pdf (Cited June 1, 2011).
Ackermann, F., Eden, C., and Cropper, S., Getting Started with Cognitive Mapping. Decision Explorer, Kendal, Cumbria: Banxia Software, 2004, URL: http://www.banxia.com/pdf/de/GettingStarted-WithCogMapping.pdf (Cited June 1, 2011).
De Nooy, W., Mrvar A., and Batagelj, V., Exploratory Social Network AnalysisWith Pajek, in Structural Analysis in the Social Sciences 27, Cambridge: Cambridge Univ. Press, 2005.
Batagelj, V. and Mrvar, A., Pajek. Program for Analysis and Visualization of Large Networks Reference Manual. List of Commands with Short Explanation. Version 1.26, Ljubljana, January 7, 2010, URL: http://www.fcmappers.net/joomla/ (Cited June 1, 2011).
Markovskii, A.V., Analysis of the Structure of Signed Directed Graphs, J. Comput. Syst. Sci. Int., 1997, no. 5, pp. 788–793.
Gorelova, G.V., Zakharova, E.N., and Radchenko, S.N., Issledovanie slabostrukturirovannykh problem sotsial’no-ekonomicheskikh sistem: kognitivnyi podkhod (Analysis of Weak-structured Problems in Socioeconomic Systems: The Cognitive Approach), Rostov-on-Don: Rostov. Gos. Univ., 2006.
Kelly, G.A., The Psychology of Personal Constructs, New York: Norton, 1955.
Atkin, R. and Casti, J., Polyhedral Dynamics and the Geometry of Systems, RR-77-6, Laxenburg: Int. Inst. for Applied Systems Analysis, 1977.
Lawson, Ch.L. and Hanson, R.L, Solving Least Squares Problems, Englewood Cliffs: Prentice-Hall, 1974. Translated under the title Chislennoe reshenie zadach metodom naimen’shihk kvadratov, Moscow: Nauka, 1986.
Pappis, C.P. and Sugeno, M., Fuzzy Relational Equations and the Inverse Problem, Fuzzy Sets Syst., 1985, no. 15, pp. 79–90.
Pedrycz, W., Fuzzy Models and Relational Equations, Math. Modeling, 1987, no. 9, pp. 427–434.
Pedrycz, W., Algorithms for Solving Fuzzy Relational Equations in a Probabilistic Setting, Math. Modeling, 1990, no. 38, pp. 313–327.
Pappis, C.P. and Adamopoulos, G.I., A Computer Algorithm for the Solution of the Inverse Problem of Fuzzy Systems, Math. Modeling, 1991, no. 39, pp. 279–290.
Pappis, C.P. and Adamopoulos, G.I., A Software Routine to Solve the Generalized Inverse Problem of Fuzzy Relational Equations, Math. Modeling, 1992, no. 47, pp. 319–322.
Kulinich, A.A., Cognitive Maps Verification Based on Processes Explanation, Upravlen. Bol’shimi Sist., 2010, no. 30.1, pp. 453–469.
Davydov, S.V. and Maksimov, V.I., Multicriteria Hierarchical Assessment of Situations under Cognitive Modeling, Tr. I mezhd. konf. “Kognitivnyi analiz i upravlenie razvitiem situatsii” (Proc. I Int. Conf. “Cognitive Analysis and Situations Control” (CASC’2001)), Moscow, 2001, vol. 1.
Avdeeva, Z.K., Maksimov, V.I., and Rabinovich, V.M., The Integrated System “KURS” for the Cognitive Control of a Situation Development, Tr. Inst. Probl. Upravlen., 2001, vol. 14, pp. 89–114.
Averkin, A.N., Kuznetsov, O.P., Kulinich, A.A., and Titova, N.V., Decision-Making Support in Weakly Structured Subject Domains: Analysis of Situations and Evaluation of Alternatives, J. Comput. Syst. Sci. Int., 2006, vol. 45, no. 3, pp. 469–479.
Kul’ba, V.V., Kononov, D.A., Kosjachenko, S.A., and Shubin, A.N., Metody formirovaniya stsenariev razvitiya sotsial’no-ekonomicheskikh sistem (Methods to Generate Development Scenarios for Socieeconomic Systems), Moscow: Sinteg, 2004.
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Original Russian Text © A.A. Kulinich, 2011, published in Problemy Upravleniya, 2011, No. 4, pp. 31–45.
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Kulinich, A.A. Software systems for situation analysis and decision support on the basis of cognitive maps: Approaches and methods. Autom Remote Control 75, 1337–1355 (2014). https://doi.org/10.1134/S0005117914070157
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DOI: https://doi.org/10.1134/S0005117914070157