4.5 Article

Bipolar Fuzzy Hamacher Aggregation Operators in Multiple Attribute Decision Making

Journal

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
Volume 20, Issue 1, Pages 1-12

Publisher

SPRINGER HEIDELBERG
DOI: 10.1007/s40815-017-0338-6

Keywords

Multiple attribute decision making (MADM); Bipolar fuzzy set; Hamacher aggregation; Bipolar fuzzy Hamacher hybrid average (PFHHA) operator ~; Bipolar fuzzy Hamacher hybrid geometric (PFHHG) operator

Funding

  1. National Natural Science Foundation of China [61174149, 71571128]
  2. Humanities and Social Sciences Foundation of Ministry of Education of the People's Republic of China [15YJCZH138]
  3. Construction Plan of Scientific Research Innovation Team for Colleges and Universities in Sichuan Province [15TD0004]

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In this paper, we have investigated the multiple attribute decision-making problems with bipolar fuzzy information. Motivated by the Hamacher operations, we have proposed bipolar fuzzy Hamacher weighted average operator, bipolar fuzzy Hamacher ordered weighted average operator, bipolar fuzzy Hamacher hybrid average operator, bipolar fuzzy Hamacher weighted geometric operator, bipolar fuzzy Hamacher ordered weighted geometric operator, bipolar fuzzy Hamacher hybrid geometric operator. We investigate the characteristics and special cases of these operators. Then, we have utilized these operators to develop some approaches to solve the bipolar fuzzy multiple attribute decision-making problems. Finally, a practical example for enterprise resource planning system selection is given to verify the developed approach and to demonstrate its practicality and effectiveness.

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