Title :
Parametric WOWA operator and its application in decision making
Author :
Xiuzhi Sang ; Xinwang Liu ; Yong Qin
Author_Institution :
Sch. of Econ. & Manage., Southeast Univ., Nanjing, China
Abstract :
We analyze the application of regular increasing monotonic(RIM) quantifiers for parametric weighted ordered weighted average (WOWA) operator with piecewise linear function in decision problems. It can be used to represent various attitudes of the decision makers in forms of risk pessimistic, risk neutral and risk optimistic, respectively. Then, some properties of parametric WOWA operator with piecewise linear function are provided. Expected utility theory becomes a special case of parametric WOWA operator with risk neutral attitude. Different attitudes of the decision makers can be implemented by changing the values of parameter in parametric WOWA operators according to application context. Finally, the paper illustrates our theoretical results with an example of introducing and pricing new product.
Keywords :
decision making; fuzzy logic; RIM quantifiers; decision making; new product pricing; parametric WOWA operator; piecewise linear function; regular increasing monotonic quantifiers; risk neutral attitude; Context; Decision making; Educational institutions; Gaussian distribution; Indexes; Open wireless architecture; Pragmatics; Parametric weighted OWA operator; decision tree; dynamic decision making; quadratic quantifier function;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622332