APPLICATION OF FUZZY COGNITIVE MAPS FOR BAD STRUCTURED SYSTEMS MODELING
Article Sidebar
Main Article Content
Abstract
The technique of modeling of bad structured systems based on the use of fuzzy cognitive maps is considered. The history of the development of this modeling method is briefly reviewed, references are made to the main works in this subject area. A modification of the algorithm for constructing Kosko's fuzzy cognitive map is proposed. Examples of modeling using a modified algorithm are given.
Article Details
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Tolmen, E.C. Cognitive maps in rats and men / E.C. Tolmen. – Psychological Review. – 1948. – Vol. 42, № 55. – P. 189–208.
Axelrod, R. Structure of Decision: the cognitive maps of political elites / R. Axelrod. – N. Y. : Prinston Univ. Press, 1976.
Kosko, B. Fuzzy Cognitive Maps. International / B. Kosko. – Journal of Man-Machine Studies. – 1986. – Vol. 24. – P. 65–75.
Carvalho, J.P. Rule- based fuzzy cognitive maps and fuzzy cognitive maps – a comparative study. / J.P. Carvalho, J.A. Tom // In Proc. of the 18th International Conference of the North American Fuzzy Information Processing Society, NAFIPS’99. – New York, 1999. – P. 115–119.
Ntarlas, O.D. A survey on Applications of fuzzy cognitive maps in business and management / O.D. Ntarlas, P.P. Groumpos // Вестник УГАТУ = Vestnik UGATU. – 2014. – № 5. – C. 3–7.
Причина, О.С. Применение нечетких когнитивных карт для организационной диагностики предприятия и моделирования деятельности / О.С. Причина, Д.Л. Мороз, К. Руиз // Вестник Таганрогского института им. А.П. Чехова. – 2014. – № 1. – С. 34–37.
Saaty, T.L. Exploring the interface between hierarchies, multiple objectives and fuzzy sets / T.L. Saaty // Fuzzy Sets and Syst. – 1978. – № 1. – P. 57–68.