Skip to main content
Erschienen in: Fuzzy Optimization and Decision Making 2/2020

08.02.2020

On weak consistency of interval additive reciprocal matrices

verfasst von: Fang Liu, Jia-Wei Zhang, Qin Yu, Ya-Nan Peng, Witold Pedrycz

Erschienen in: Fuzzy Optimization and Decision Making | Ausgabe 2/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

When one estimates the importance of alternatives under rational choice, it is natural to avoid self-contradiction from the viewpoint of psychology. Due to the vagueness encountered in a manner analogous to human thought, decision makers always exhibit limited rationality. The judgements could be expressed as interval-valued comparison matrices within the framework of analytic hierarchy process. In this study, for additive reciprocal matrices (ARMs), three axiomatic properties are proposed to characterize the additive consistency and the multiplicative consistency under fully rational behavior. For interval additive reciprocal matrices (IARMs), the concept of weak consistency is used to capture the limited rationality. By weakening some axiomatic properties of consistent ARMs, the reasonable properties of IARMs with weak consistency are presented. Two kinds of IARMs satisfying the properties of weak consistency are analyzed and some comparisons are offered. It is observed that the consistency of ARMs can be defined exactly and characterized by using the axiomatic properties. The properties of characterizing the consistency degree of IARMs should be captured by weakening the axiomatic ones of consistent ARMs. The proposed approach visualizes the development process starting from cardinal consistency of numeric-valued preference relations to weak consistency of interval-valued comparison matrices.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Brunelli, M. (2015). Introduction to the analytic hierarchy process. New York: Springer.CrossRef Brunelli, M. (2015). Introduction to the analytic hierarchy process. New York: Springer.CrossRef
Zurück zum Zitat Cabrerizo, F. J., Morente-Molinera, J. A., Pedrycz, W., Taghavi, A., & Herrera-Viedma, E. (2018). Granulating linguistic information in decision making under consensus and consistency. Expert Systems With Applications, 99, 83–92.CrossRef Cabrerizo, F. J., Morente-Molinera, J. A., Pedrycz, W., Taghavi, A., & Herrera-Viedma, E. (2018). Granulating linguistic information in decision making under consensus and consistency. Expert Systems With Applications, 99, 83–92.CrossRef
Zurück zum Zitat Chiclana, F., Herrera-Viedma, E., Alonso, S., & Herrera, F. (2009). Cardinal consistency of reciprocal preference relations: A characterization of multiplicative transitivity. IEEE Transactions on Fuzzy Systems, 17(1), 14–23.CrossRef Chiclana, F., Herrera-Viedma, E., Alonso, S., & Herrera, F. (2009). Cardinal consistency of reciprocal preference relations: A characterization of multiplicative transitivity. IEEE Transactions on Fuzzy Systems, 17(1), 14–23.CrossRef
Zurück zum Zitat Dong, Y. C., Li, C. C., Chiclana, F., & Herrera-Viedma, E. (2016). Average-case consistency measurement and analysis of interval-valued reciprocal preference relations. Knowledge-Based Systems, 114, 108–117.CrossRef Dong, Y. C., Li, C. C., Chiclana, F., & Herrera-Viedma, E. (2016). Average-case consistency measurement and analysis of interval-valued reciprocal preference relations. Knowledge-Based Systems, 114, 108–117.CrossRef
Zurück zum Zitat Dubois, D., & Prade, H. (1988). Possibility theory. New York: Plenum Press.CrossRef Dubois, D., & Prade, H. (1988). Possibility theory. New York: Plenum Press.CrossRef
Zurück zum Zitat Fedrizzi, M., & Brunelli, M. (2010). On the priority vector associated with a reciprocal relation and a pairwise comparison matrix. Soft Computing, 14, 639–645.CrossRef Fedrizzi, M., & Brunelli, M. (2010). On the priority vector associated with a reciprocal relation and a pairwise comparison matrix. Soft Computing, 14, 639–645.CrossRef
Zurück zum Zitat Herrera-Viedma, E., Herrera, F., Chiclana, F., & Luque, M. (2004). Some issues on consistency of fuzzy preference relations. European Journal of Opernational Research, 154, 98–109.MathSciNetCrossRef Herrera-Viedma, E., Herrera, F., Chiclana, F., & Luque, M. (2004). Some issues on consistency of fuzzy preference relations. European Journal of Opernational Research, 154, 98–109.MathSciNetCrossRef
Zurück zum Zitat Krejčí, J. (2017). On additive consistency of interval fuzzy preference relations. Computers & Industrial Engineering, 107, 128–140.CrossRef Krejčí, J. (2017). On additive consistency of interval fuzzy preference relations. Computers & Industrial Engineering, 107, 128–140.CrossRef
Zurück zum Zitat Krejčí, J. (2019). On extension of multiplicative consistency to interval fuzzy preference relations. Operational Research: An International Journal, 19, 783–815.CrossRef Krejčí, J. (2019). On extension of multiplicative consistency to interval fuzzy preference relations. Operational Research: An International Journal, 19, 783–815.CrossRef
Zurück zum Zitat Li, C. C., Dong, Y. C., Xu, Y. J., Chiclana, F., Herrera-Viedma, E., & Herrera, F. (2019). An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions. Information Fusion, 52, 143–156.CrossRef Li, C. C., Dong, Y. C., Xu, Y. J., Chiclana, F., Herrera-Viedma, E., & Herrera, F. (2019). An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions. Information Fusion, 52, 143–156.CrossRef
Zurück zum Zitat Liu, B. D. (2010). Uncertainty theory: A branch of mathematics for modelling human uncertainty. Berlin: Springer.CrossRef Liu, B. D. (2010). Uncertainty theory: A branch of mathematics for modelling human uncertainty. Berlin: Springer.CrossRef
Zurück zum Zitat Liu, W., Dong, Y., Chiclana, F., Cabrerizo, F. J., & Herrera-Viedma, E. (2017). Group decision-making based on heterogeneous preference relations with self-confidence. Fuzzy Optimization and Decision Making, 16(4), 429–447.MathSciNetCrossRef Liu, W., Dong, Y., Chiclana, F., Cabrerizo, F. J., & Herrera-Viedma, E. (2017). Group decision-making based on heterogeneous preference relations with self-confidence. Fuzzy Optimization and Decision Making, 16(4), 429–447.MathSciNetCrossRef
Zurück zum Zitat Liu, X. W., Pan, Y. W., Xu, Y. J., & Yu, S. (2012). Least square completion and inconsistency repair methods for additively consistent fuzzy preference relations. Fuzzy Sets and Systems, 198, 1–19.MathSciNetCrossRef Liu, X. W., Pan, Y. W., Xu, Y. J., & Yu, S. (2012). Least square completion and inconsistency repair methods for additively consistent fuzzy preference relations. Fuzzy Sets and Systems, 198, 1–19.MathSciNetCrossRef
Zurück zum Zitat Liu, F., Pedrycz, W., Wang, Z. X., & Zhang, W. G. (2017). An axiomatic approach to approximation-consistency of triangular fuzzy reciprocal preference relations. Fuzzy Sets and Systems, 322, 1–18.MathSciNetCrossRef Liu, F., Pedrycz, W., Wang, Z. X., & Zhang, W. G. (2017). An axiomatic approach to approximation-consistency of triangular fuzzy reciprocal preference relations. Fuzzy Sets and Systems, 322, 1–18.MathSciNetCrossRef
Zurück zum Zitat Liu, F., Peng, Y. N., Yu, Q., & Zhao, H. (2018). A decision-making model based on interval additive reciprocal matrices with additive approximation-consistency. Information Sciences, 422, 161–176.MathSciNetCrossRef Liu, F., Peng, Y. N., Yu, Q., & Zhao, H. (2018). A decision-making model based on interval additive reciprocal matrices with additive approximation-consistency. Information Sciences, 422, 161–176.MathSciNetCrossRef
Zurück zum Zitat Meng, F. Y., Tan, C. Q., & Chen, X. H. (2017). Multiplicative consistency analysis for interval fuzzy preference relations: A comparative study. Omega, 68, 17–38.CrossRef Meng, F. Y., Tan, C. Q., & Chen, X. H. (2017). Multiplicative consistency analysis for interval fuzzy preference relations: A comparative study. Omega, 68, 17–38.CrossRef
Zurück zum Zitat Saaty, T. L. (1980). The analytic hierarchy process. New York: McGraw-Hill.MATH Saaty, T. L. (1980). The analytic hierarchy process. New York: McGraw-Hill.MATH
Zurück zum Zitat Simon, H. A. (1961). Models of man (2nd ed.). New York: Wiley. Simon, H. A. (1961). Models of man (2nd ed.). New York: Wiley.
Zurück zum Zitat Tanino, T. (1984). Fuzzy preference orderings in group decision-making. Fuzzy Sets and Systems, 12, 117–131.MathSciNetCrossRef Tanino, T. (1984). Fuzzy preference orderings in group decision-making. Fuzzy Sets and Systems, 12, 117–131.MathSciNetCrossRef
Zurück zum Zitat Ureña, M. R., Chiclana, F., Fujita, H., & Herrera-Viedma, E. (2015). Confidence-consistency driven group decision making approach with incomplete reciprocal intuitionistic preference relations. Knowledge-Based Systems, 89, 86–96.CrossRef Ureña, M. R., Chiclana, F., Fujita, H., & Herrera-Viedma, E. (2015). Confidence-consistency driven group decision making approach with incomplete reciprocal intuitionistic preference relations. Knowledge-Based Systems, 89, 86–96.CrossRef
Zurück zum Zitat Ureña, M. R., Chiclana, F., Morente-Molinera, J. A., & Herrera-Viedma, E. (2015). Managing incomplete preference relations in decision making: A review and future trends. Information Sciences, 302(1), 14–32.MathSciNetCrossRef Ureña, M. R., Chiclana, F., Morente-Molinera, J. A., & Herrera-Viedma, E. (2015). Managing incomplete preference relations in decision making: A review and future trends. Information Sciences, 302(1), 14–32.MathSciNetCrossRef
Zurück zum Zitat Wang, Z. J., Lin, J., & Liu, F. (2019). Axiomatic property based consistency analysis and decision making with interval multiplicative reciprocal preference relations. Information Sciences, 491, 109–137.MathSciNetCrossRef Wang, Z. J., Lin, J., & Liu, F. (2019). Axiomatic property based consistency analysis and decision making with interval multiplicative reciprocal preference relations. Information Sciences, 491, 109–137.MathSciNetCrossRef
Zurück zum Zitat Xu, Z. S. (2004). On compatibility of interval fuzzy preference relations. Fuzzy Optimization and Decision Making, 3, 217–225.MathSciNetCrossRef Xu, Z. S. (2004). On compatibility of interval fuzzy preference relations. Fuzzy Optimization and Decision Making, 3, 217–225.MathSciNetCrossRef
Zurück zum Zitat Xu, Z. S., & Chen, J. (2008). Some models for deriving the priority weights from interval fuzzy preference relations. European Journal of Operational Research, 184, 266–280.MathSciNetCrossRef Xu, Z. S., & Chen, J. (2008). Some models for deriving the priority weights from interval fuzzy preference relations. European Journal of Operational Research, 184, 266–280.MathSciNetCrossRef
Metadaten
Titel
On weak consistency of interval additive reciprocal matrices
verfasst von
Fang Liu
Jia-Wei Zhang
Qin Yu
Ya-Nan Peng
Witold Pedrycz
Publikationsdatum
08.02.2020
Verlag
Springer US
Erschienen in
Fuzzy Optimization and Decision Making / Ausgabe 2/2020
Print ISSN: 1568-4539
Elektronische ISSN: 1573-2908
DOI
https://doi.org/10.1007/s10700-020-09314-z

Weitere Artikel der Ausgabe 2/2020

Fuzzy Optimization and Decision Making 2/2020 Zur Ausgabe