Simulating and Forecasting Qualitative Marcoeconomic Models Using Rule-Based Fuzzy Cognitive Maps
Economic models are complex dynamic systems with a lot of uncertainties and fuzzy data. Conventional modeling approaches using well known methods and techniques cannot provide realistic and satisfactory answers to today-s challenging economic problems. Qualitative modeling using fuzzy logic and intelligent system theories can be used to model macroeconomic models. Fuzzy Cognitive maps (FCM) is a new method been used to model the dynamic behavior of complex systems. For the first time FCMs and the Mamdani Model of Intelligent control is used to model macroeconomic models. This new model is referred as the Mamdani Rule-Based Fuzzy Cognitive Map (MBFCM) and provides the academic and research community with a new promising integrated advanced computational model. A new economic model is developed for a qualitative approach to Macroeconomic modeling. Fuzzy Controllers for such models are designed. Simulation results for an economic scenario are provided and extensively discussed
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1085091Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1565
 Chian, Abraham C-L "Complex Systems Approach to Economic Dynamics", pp. 7-33, 2005.
 Barbier, "The Concept of Sustainable Economic Development", Environmental Conservation, 14(2), pp. 101-110, E 1987.
 B. Kosko, "Fuzzy cognitive maps", Int. J. Man-Machine Studies, 24:65- 75, 1986.
 R. Taber, "Knowledge Processing with Fuzzy Cognitive Maps", Expert Systems with Applications, Vol.2, No.1, pp. 83-87, 1991.
 Peter P. Groumpos, Chrysostomos D. Stylios, "Modelling supervisory control systems using fuzzy cognitive maps", Chaos, Solutions and Fractals , 11 (2000), pp. 329-336.
 Peter P. Groumpos, "Fuzzy Cognitive Maps: Basic Theories and their Application to Complex Systems", Fuzzy Cognitive Maps: Advances in Theory, Methodologies, Tools and Applications, Vol. 247, 2010, Springer-Verlag Berlin Heidelberg, pp. 1-22.
 World Bank. Pezzey," J. Economic Analysis of Sustainable Growth and Sustainable Development", Environmental department Working Paper No. 15, 1989.
 Jo├úo Paulo Carvalh, José A. B. Tomé, "Qualitative Modeling of an Economic System using Rule-Based Fuzzy Cognitive Maps", ┬¿INESCID - Instituto de Engenharia de Sistemas e Computadores, 2004.