Fuzzy sets, decision making and expert systems
Fuzzy sets, decision making and expert systems
Fuzzy sets, uncertainty, and information
Fuzzy sets, uncertainty, and information
Fuzzy weighted averages and implementation of the extension principle
Fuzzy Sets and Systems
On ordered weighted averaging aggregation operators in multicriteria decisionmaking
IEEE Transactions on Systems, Man and Cybernetics
Fuzzy Sets and Systems
A general approach to criteria aggregation using fuzzy measures
International Journal of Man-Machine Studies
FUZMAR: an approach to aggregating market research data based on fuzzy reasoning
Fuzzy Sets and Systems
Generalizing the modeling of fuzzy logic controllers by parameterized aggregation operators
Fuzzy Sets and Systems - Special issue on modern fuzzy control
Fuzzy arithmetic with requisite constraints
Fuzzy Sets and Systems - Special issue: fuzzy arithmetic
Linguistic decision analysis: steps for solving decision problems under linguistic information
Fuzzy Sets and Systems - Special issue on soft decision analysis
A modified OWA operator and its use in lossless DPCM image compression
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Fuzzy weighted average: The linear programming approach via charnes and cooper's rule
Fuzzy Sets and Systems
Fractional programming approach to fuzzy weighted average
Fuzzy Sets and Systems
Interval arithmetic: From principles to implementation
Journal of the ACM (JACM)
Approximate Reasoning in the Modeling of Consensus in Group Decisions
FLAI '93 Proceedings of the 8th Austrian Artificial Intelligence Conference on Fuzzy Logic in Artificial Intelligence
International Journal of Intelligent Systems
A preemptive goal programming method for aggregating OWA operator weights in group decision making
Information Sciences: an International Journal
Choosing OWA operator weights in the field of Social Choice
Information Sciences: an International Journal
Inequality relation between fuzzy numbers and its use in fuzzy optimization
Fuzzy Sets and Systems
Real-valued Choquet integrals with fuzzy-valued integrand
Fuzzy Sets and Systems
On the use of the Choquet integral with fuzzy numbers in multiple criteria decision support
Fuzzy Sets and Systems
Modeling uncertainty in clinical diagnosis using fuzzy logic
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A linguistic modeling of consensus in group decision making basedon OWA operators
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Aggregation operators for linguistic weighted information
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A consensus model for multiperson decision making with different preference structures
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Fuzzy Systems
Interval Type-2 Fuzzy Logic Systems Made Simple
IEEE Transactions on Fuzzy Systems
Uncertain Fuzzy Reasoning: A Case Study in Modelling Expert Decision Making
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Gradual Numbers and Their Application to Fuzzy Interval Analysis
IEEE Transactions on Fuzzy Systems
A novel Bayesian learning method for information aggregation in modular neural networks
Expert Systems with Applications: An International Journal
Type-1 OWA operator based non-stationary fuzzy decision support systems for breast cancer treatments
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
New decision-making techniques and their application in the selection of financial products
Information Sciences: an International Journal
Fuzzy decision making with immediate probabilities
Computers and Industrial Engineering
Document similarity: a new measure using OWA
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Induced and uncertain heavy OWA operators
Computers and Industrial Engineering
Continuous generalized OWA operator and its application to decision making
Fuzzy Sets and Systems
Fuzzy induced generalized aggregation operators and its application in multi-person decision making
Expert Systems with Applications: An International Journal
Parametric aggregation in ordered weighted averaging
International Journal of Approximate Reasoning
Uncertain generalized aggregation operators
Expert Systems with Applications: An International Journal
An outranking method for multi-criteria decision making with duplex linguistic information
Fuzzy Sets and Systems
Information Sciences: an International Journal
The ordered multiplicative modular geometric operator
Knowledge-Based Systems
Ranking and selection of unsupervised learning marketing segmentation
Knowledge-Based Systems
OWA operators defined on complete lattices
Fuzzy Sets and Systems
Type-1 OWA methodology to consensus reaching processes in multi-granular linguistic contexts
Knowledge-Based Systems
Some proportional 2-tuple geometric aggregation operators for linguistic decision making
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Hi-index | 0.21 |
The OWA operator proposed by Yager has been widely used to aggregate experts' opinions or preferences in human decision making. Yager's traditional OWA operator focuses exclusively on the aggregation of crisp numbers. However, experts usually tend to express their opinions or preferences in a very natural way via linguistic terms. These linguistic terms can be modelled or expressed by (type-1) fuzzy sets. In this paper, we define a new type of OWA operator, the type-1 OWA operator that works as an uncertain OWA operator to aggregate type-1 fuzzy sets with type-1 fuzzy weights, which can be used to aggregate the linguistic opinions or preferences in human decision making with linguistic weights. The procedure for performing type-1 OWA operations is analysed. In order to identify the linguistic weights associated to the type-1 OWA operator, type-2 linguistic quantifiers are proposed. The problem of how to derive linguistic weights used in type-1 OWA aggregation given such type of quantifier is solved. Examples are provided to illustrate the proposed concepts.