Article ID Journal Published Year Pages File Type
385585 Expert Systems with Applications 2011 5 Pages PDF
Abstract

Due to the increasing competition of globalization, selection of the most appropriate personnel is one of the key factors for an organization’s success.The importance and complexity of the personnel selection problem call for the method combining both subjective and objective assessments rather than just subjective decisions. The aim of this paper is to develop a new method for solving the decision making process. An intuitionistic fuzzy multi-criteria group decision making method with grey relational analysis (GRA) is proposed. Intuitionistic fuzzy weighted averaging (IFWA) operator is utilized to aggregate individual opinions of decision makers into a group opinion. Intuitionistic fuzzy entropy is used to obtain the entropy weights of the criteria. GRA is applied to the ranking and selection of alternatives. A numerical example for personnel selection is given to illustrate the proposed method finally.

► An intuitionistic fuzzy multicriteria group decision making method with GRA is given. ► IFWA operator is utilized to aggregate individual opinions into a group opinion. ► Intuitionistic fuzzy entropy is used to obtain the entropy weights of the criteria. ► GRA is applied to the ranking and selection of alternatives. ► An example for personnel selection is given to illustrate the proposed method.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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