Fuzzy Cognitive Maps Theory for the Political Domainn
نویسندگان
چکیده
events contributes to the increasing challenges in political decision making, especially the decision to strengthen bilateral economic relationships between friendly nations. Obviously this becomes one of the critical decisions. Typically, such decisions are influenced by certain factors and variables that are based on heterogeneous and vague information. A serious problem that the decision maker faces is the difficulty in building efficient political decision support systems (DSS) with heterogeneous factors. The basic concept is a linguistic variable whose values are words rather than numbers and therefore closer to human intuition. Fuzzy logic is based on natural language and is tolerant of imprecise data. Furthermore, fuzzy cognitive mapping (FCM) is particularly applicable in the soft knowledge domains such as political science. In this paper, a FCM scheme is proposed to demonstrate the causal interrelationship between certain factors in order to provide insight into better understanding about the interdependencies of these factors.It presents fuzzy causal algebra for governing causal propagation on FCMs.
منابع مشابه
Using Fuzzy Cognitive Maps as a Decision Support System for Political Decisions
In this paper we use Fuzzy Cognitive Maps (FCMs), a wellestablished Artificial Intelligence technique that incorporates ideas from Artificial Neural Networks and Fuzzy Logic, to create a dynamic model of the Former Yugoslavian Republic of Macedonia (FYROM) Crisis in March 2001. FCMs create models as collections of concepts and the various causal relations that exist between these concepts. The ...
متن کاملUsing Fuzzy Cognitive Maps as a Decision Support System for Political Decisions: The Case of Turkey's Integration into the European Union
In this paper we use Fuzzy Cognitive Maps (FCMs), a wellestablished Artificial Intelligence technique that incorporates ideas from Artificial Neural Networks and Fuzzy Logic, to create a dynamic model of Turkey’s course towards its integration into the European Union, after the decision of December 18, 2004, according to which in October 3, 2005, Turkey will start negotiating its access to the ...
متن کاملFuzzy cognitive map as a decision support system for political decisions: The case of "Great Albania"
Fuzzy Cognitive Maps (FCMs) is an Artificial Neural Networks technique that incorporates ideas from Fuzzy Logic, to create a Decision Support System. Using this strucrure we develop a qualitative model of the relationships that exist in the field of political decisions in the case of “Great Albania”. The model that is constructed is examined statically using graph theory techniques to identify ...
متن کاملZ-Cognitive Map: An Integrated Cognitive Maps and Z-Numbers Approach under Cognitive Information
Usually, in real-world engineering problems, there are different types of uncertainties about the studied variables, which can be due to the specific variables under investigation or interaction between them. Fuzzy cognitive maps, which addresses the cause-effect relation between variables, is one of the most common models for better understanding of the problems, especially when the quantitati...
متن کاملOn the semantics and the use of fuzzy cognitive maps and dynamic cognitive maps in social sciences
Fuzzy cognitive maps (FCMs) were introduced as a tool to model the dynamics of qualitative systems and have been around for more than 20 years. However, how they have been used and the interpretations of their results are nowadays far from their original intended goal. This paper focuses on discussing the structure, the semantics and the possible use of FCM as tools to model and simulate comple...
متن کامل