International Journal of General Systems · 2006 · 2.3K citations · 35 references
BusinessDecision SciencesMathematicsDecision TheoryMulti-criteria Decision MakingSet TheoryAggregation OperatorsDecision-level FusionFuzzy LogicFuzzy Multi-criteria Decision MakingIntuitionistic LogicMulti-criteria Decision AnalysisFuzzy SetsHybrid Aggregation OperatorsInformation-theoretic FusionIntuitionistic Fuzzy SetsOperators
Weighted geometric and ordered weighted geometric operators are widely used in information fusion but are typically applied to crisp or linguistic inputs. This study introduces intuitionistic fuzzy weighted geometric, intuitionistic fuzzy ordered weighted geometric, and intuitionistic fuzzy hybrid geometric operators that extend WG and OWG to handle intuitionistic fuzzy sets. The authors illustrate the new operators with numerical examples and demonstrate the IFHG operator in a multiple‑attribute decision‑making context using intuitionistic fuzzy sets.
The weighted geometric (WG) operator and the ordered weighted geometric (OWG) operator are two common aggregation operators in the field of information fusion. But these two aggregation operators are usually used in situations where the given arguments are expressed as crisp numbers or linguistic values. In this paper, we develop some new geometric aggregation operators, such as the intuitionistic fuzzy weighted geometric (IFWG) operator, the intuitionistic fuzzy ordered weighted geometric (IFOWG) operator, and the intuitionistic fuzzy hybrid geometric (IFHG) operator, which extend the WG and OWG operators to accommodate the environment in which the given arguments are intuitionistic fuzzy sets which are characterized by a membership function and a non-membership function. Some numerical examples are given to illustrate the developed operators. Finally, we give an application of the IFHG operator to multiple attribute decision making based on intuitionistic fuzzy sets.
35
L. A. Zadeh · Information and Control · 1965 · 66.1K citations
Krassimir Atanassov · Fuzzy Sets and Systems · 1986 · 16.2K citations · Full text
Interval valued intuitionistic fuzzy sets
Krassimir Atanassov, George Gargov · Fuzzy Sets and Systems · 1989 · 2.9K citations
Wen-Bing Gau, Daniel J. Buehrer · IEEE Transactions on Systems Man and Cybernetics · 1993 · 1.6K citations