Please use this identifier to cite or link to this item:
|Title:||Hybrid fuzzy cognitive map modeller: A novel software tool for decision making||Authors:||Mateou, Nicos
Andreou, Andreas S.
|Keywords:||Maps;Fuzzy rules;maps FCMs||Category:||Electrical Engineering - Electronic Engineering - Information Engineering||Field:||Engineering and Technology||Issue Date:||1-May-2005||Source:||International Workshop on Soft Computing as Transdisciplinary Science and Technology, Muroran, Japan, 25 May 2005 through 27 May 2005||Conference:||International Workshop on Soft Computing as Transdisciplinary Science and Technology||Abstract:||This paper presents the key concepts of an integrated software tool designed to contribute to the decision-making process in the field of crisis modelling and management. The tool relies on the use of Fuzzy Cognitive Maps (FCMs), which combine elements of fuzzy logic and neural networks to depict a cognitive scene of interacting concepts (nodes/levels) and their causal relationships (edges/weights). The proposed application provides the policy maker with the ability to input data from various domain experts in the form of activation levels and weight values, and to model the parameters of a certain environment. Simulations may then be performed and their results are presented and analysed for inference purposes and decision-making.||Description:||Soft Computing as Transdisciplinary Science and Technology. Advances in Soft Computing, vol 29. Springer, Berlin, Heidelberg||ISBN:||978-3-540-32391-4||DOI:||10.1007/3-540-32391-0_89||Rights:||© Springer-Verlag Berlin Heidelberg||Type:||Conference Papers|
|Appears in Collections:||Δημοσιεύσεις σε συνέδρια/Conference papers|
Show full item record
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.