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论文:2020,Vol:38,Issue(5):1068-1073 |
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引用本文： |
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周延年, 徐彤, 胡滨. 属性相关条件下广义q-ROF TODIM决策方法[J]. 西北工业大学学报 |
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ZHOU Yannian, XU Tong, HU Bin. Generalized q-ROF TODIM Decision-Making Method Considering Attribute Correlation[J]. Northwestern polytechnical university |
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| 属性相关条件下广义q-ROF TODIM决策方法 |
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| 周延年1, 徐彤1, 胡滨2 |
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1. 空军工程大学 防空反导学院, 陕西 西安 710043;
2. 西北工业大学 自动化学院, 陕西 西安 710072 |
| 摘要: |
| 针对属性具有关联性的q-ROF模糊多属性决策问题，提出一种属性相关条件下广义q-ROF TODIM决策方法。依据广义TODIM决策方法，计算每个方案相对于其他方案关于各属性的收益或损失值；采用Choquet积分思想集成属性关联情形下方案关于所有属性的收益或损失值，在此基础上，计算每个方案的总体感知优势度，并依据方案的总体感知优势度的大小对方案进行排序。最后，结合实例分析了参数变化对决策结果的影响，验证了方法的可行性和有效性。 |
| 关键词:
q-ROF集
属性关联
广义TODIM方法
Choquet积分
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| Generalized q-ROF TODIM Decision-Making Method Considering Attribute Correlation |
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| ZHOU Yannian1, XU Tong1, HU Bin2 |
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1. School of Air and Missile Defense, Air Force Engineering University, Xi'an 710043, China;
2. School of Automation, Northwestern Polytechnical University, Xi'an 710072, China |
| Abstract: |
| Aiming at solving the problem of q-ROF fuzzy multi-attribute decision-making with attribute relevance, a generalized q-ROF TODIM decision-making method considering attribute correlation is proposed in this paper. According to the generalized TODIM decision method, the profit or loss values of each scheme relative to other schemes are calculated, and the idea of Choquet integral is used to integrate the income or loss values of all attributes of the scheme in the case of attribute association, the overall perceived dominance of each scheme is calculated, and the alternative schemes are ranked according to the overall perceived dominance of the scheme. Finally, combined with an example, the influence of parameter changed on the decision-making results is analyzed, and the feasibility and effectiveness of the method are verified. |
| Key words:
q-ROF set
correlated attributes
generalized TODIM method
Choquet integral
decision making
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| 收稿日期: 2019-12-20
修回日期:
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| DOI: 10.1051/jnwpu/20203851068 |
| 通讯作者:
Email： |
| 作者简介: 周延年(1981-),空军工程大学博士研究生,主要从事机器学习、信号处理研究。
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| 相关功能 |
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| 作者相关文章 |
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| 周延年 在本刊中的所有文章 |
| 徐彤 在本刊中的所有文章 |
| 胡滨 在本刊中的所有文章 |
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