JOURNAL ARTICLE

Multi-attribute decision making method for air target threat evaluation based on intuitionistic fuzzy sets

Yongjie XuYongchun WangXudong Miu

Year: 2012 Journal:   Journal of Systems Engineering and Electronics Vol: 23 (6)Pages: 891-897   Publisher: Institute of Electrical and Electronics Engineers

Abstract

The function of the air target threat evaluation (TE) is the foundation for weapons allocation and senor resources management within the surface air defense. The multi-attribute evaluation methodology is utilized to address the issue of the TE in which the tactic features of the detected target are treated as evaluation attributes. Meanwhile, the intuitionistic fuzzy set (IFS) is employed to deal with information uncertainty in the TE process. Furthermore, on the basis of the entropy weight and inclusion-comparison probability, a hybrid TE method is developed. In order to accommodate the demands of naturalistic decision making, the proposed method allows air defense commanders to express their intuitive opinions besides incorporating into the threat features of the detected target. An illustrative example is provided to indicate the feasibility and advantage of the proposed method.

Keywords:
Computer science Entropy (arrow of time) Data mining Fuzzy logic Air combat Set (abstract data type) Artificial intelligence Process (computing) Basis (linear algebra) Operations research Machine learning Mathematics Simulation

Metrics

39
Cited By
2.87
FWCI (Field Weighted Citation Impact)
0
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Military Defense Systems Analysis
Physical Sciences →  Engineering →  Aerospace Engineering
Advanced Decision-Making Techniques
Physical Sciences →  Computer Science →  Information Systems
Advanced Measurement and Detection Methods
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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