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Issue:Sum- and average-based approach to criteria shortlisting in the InterCriteria Analysis

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[Category:Publications on intuitionistic fuzzy sets|Sum- and average-based approach to criteria shortlisting in the InterCriteria Analysis]]

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http://ifigenia.org/wiki/issue:nifs/20/4/41-46
Title of paper: Sum- and average-based approach to criteria shortlisting in the InterCriteria Analysis
Author(s):
Vassia Atanassova
Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences
Institute of Information and Communication Technologies, Bulgarian Academy of Sciences
vassia.atanassova@gmail.com
Ivelina Vardeva
Intelligent Systems Laboratory, “Prof. Asen Zlatarov” University, Burgas–8000, Bulgaria
ivardeva@gmail.com
Published in: "Notes on IFS", Volume 20, 2014, Number 4, pages 41–46
Download: Download-icon.png PDF (145  Kb, Info)
Abstract: Here we discuss an alternative approach to shortlisting the k out of n best correlating criteria at the end of the InterCriteria Analysis. We propose to use the operation ‘average-row-aggregation’, instead of ‘max-row-aggregation’ as done in previous research, and compare and discuss the results produced with both approaches. For illustration of the proposed approach, data are used from the World Economic Forum’s annual Global Competitiveness Reports, for the 28 EU member states from year 2008–2009 to year 2014–2015.
Keywords: Index matrix, Intercriteria decision making, Intuitionistic fuzzy sets.
AMS Classification: 03E72
References:
  1. Atanassov, K., Index Matrices: Towards an Augmented Matrix Calculus. Studies in Computational Intelligence Series, Vol. 573, Springer International Publishing Switzerland, 2014.
  2. Atanassov, K., D. Mavrov, V. Atanassova. InterCriteria decision making. A new approach for multicriteria decision making, based on index matrices and intuitionistic fuzzy sets. Proc. of 12th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warsaw, Poland (in press).
  3. Atanassova, V., L. Doukovska, K. Atanassov, D. Mavrov. Intercriteria Decision Making Approach to EU Member States Competitiveness Analysis. Proc. of 4th Int. Symp. on Business Modeling and Software Design, 24-26 June 2014, Luxembourg, 289–294.
  4. Atanassova, V., L. Doukovska, D. Karastoyanov, F. Čapkovič, InterCriteria Decision Making Approach to EU Member States Competitiveness Analysis: Trend Analysis. Proc. of 7th IEEE Int. Conf. on Intelligent Systems, Vol. 1: Mathematical Foundations, Theory, Analyses, 24-26 September 2014, Warsaw. Advances in Intelligent Systems and Computing, Vol. 322, Springer, 107–115.
  5. Atanassova, V., L. Doukovska, D. Mavrov, K. Atanassov. InterCriteria Decision Making Approach to EU Member States Competitiveness Analysis: Temporal and Threshold Analysis. Proc. of 7th IEEE Int. Conf. on Intelligent Systems, Vol. 1: Mathematical Foundations, Theory, Analyses, 24-26 September 2014, Warsaw. Advances in Intelligent Systems and Computing, Vol. 322, Springer, 95–106.
  6. Atanassova, V., D. Mavrov, L. Doukovska, K. Atanassov, Discussion on the threshold values in the InterCriteria Decision Making approach. Notes on Intuitionistic Fuzzy Sets, Vol. 20, 2014, No. 2, 94–99.
  7. World Economic Forum (2008, 2013). The Global Competitiveness Reports. http://www.weforum.org/issues/global-competitiveness.
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