Interval valued intuitionistic fuzzy sets
Fuzzy Sets and Systems
Fuzzy linear programming technique for multiattribute group decision making in fuzzy environments
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Multiattribute decision making models and methods using intuitionistic fuzzy sets
Journal of Computer and System Sciences
An overview of methods for determining OWA weights: Research Articles
International Journal of Intelligent Systems
Fuzzy LINMAP method for multiattribute decision making under fuzzy environments
Journal of Computer and System Sciences
Fuzzy Optimization and Decision Making
Fractional programming methodology for multi-attribute group decision-making using IFS
Applied Soft Computing
A method based on distance measure for interval-valued intuitionistic fuzzy group decision making
Information Sciences: an International Journal
Fuzzy Sets and Systems
Linear programming method for multiattribute group decision making using IF sets
Information Sciences: an International Journal
Linear programming method for MADM with interval-valued intuitionistic fuzzy sets
Expert Systems with Applications: An International Journal
IEEE Transactions on Fuzzy Systems
WEEE treatment strategies' evaluation using fuzzy LINMAP method
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
IEEE Transactions on Fuzzy Systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Multiattribute decision making based on interval-valued intuitionistic fuzzy values
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
Building granular fuzzy decision support systems
Knowledge-Based Systems
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An interval-valued intuitionistic fuzzy set contains membership and non-membership values that are crisp intervals and represent an extension of the ordinary fuzzy sets that are widely used because of their usefulness in handling imprecise or uncertain information. The linear programming technique for multidimensional analysis of preference (LINMAP) is a representative decision-making method with respect to preference information for given alternatives. In this paper, we present a new linear programming technique with weight assessment, an extended LINMAP method, for addressing multiple criteria group decision-making problems in the interval-valued intuitionistic fuzzy framework. With consideration given to the degrees of relative agreement and the importance weights of multiple decision makers, this paper presents an inclusion-based hybrid averaging operation with an inclusion comparison approach for forming a collective decision environment. The concept of inclusion-based indices that relate to anchor dependency with multiple points of reference is developed as the core of the extended LINMAP method. We also establish a linear programming model to handle the incomplete preference information for alternatives. The optimal weights of the criteria can be determined, and the priority order of the alternatives can be obtained according to the resulting comprehensive inclusion-based indices. The feasibility and applicability of the proposed methods are illustrated with an example addressing graduate admission, and a comparative analysis is performed with another interval-valued intuitionistic fuzzy LINMAP approach to validate the effectiveness of the proposed methodology.