使用多极模糊EDAS方法的海绵铁工厂位置选择问题的多属性组决策方法
Chiranjibe Jana1, Ibrahim M Hezam2
1Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Chennai 602105, Tamil Nadu, India.
Heliyon
|March 21, 2024
概括
本研究引入了用于复杂决策的新型多极模糊数 (mpFN) 平均运算符. 这些运营商增强了多属性组决策 (MAGDM) 方法,在现场选择等实际应用中被证明是有效的.
科学领域:
- 模糊的数学 模糊的数学
- 决策科学 决策科学 决策科学
- 运营研究 运营研究
背景情况:
- 现有的多极模糊数 (mpFN) 操作对于复杂的决策是有限的.
- 需要先进的平均化操作员来处理集团决策过程中的不确定性.
研究的目的:
- 为了引入新的mpFN平均运营商:mpFEWA,mpFEOWA,mpFEHWA,mpFEWG和mpFEHWG.
- 评估这些新运算符的属性 (idempotency,边界性,单调性,交换性).
- 在多属性组决策 (MAGDM) 中应用开发的运算符来解决实际的问题.
主要方法:
- 新的mpFN平均运营商的发展 (mpFEWA,mpFEOWA,mpFEHWA,mpFEWG,mpFEHWG).
- 对运营商属性的评估和为mpFNs量身定制的设计.
- 在MAGDM框架内应用mpFEWA和mpFEWG运营商.
- 使用EDAS方法进行解决方案验证和验证.
主要成果:
- 拟议的平均运算符有效地处理多极模糊数.
- 使用mpFEWA和mpFEWG开发的MAGDM方法成功确定了海绵铁生产工厂的最佳地点.
- 通过EDAS方法证实了所提出解决方案的有效性和可靠性.
结论:
- 新的mpFN平均运算符和MAGDM方法为不确定性下的决策提供了显著的改进.
- 该方法在现实应用中展示了实际的实用性和效率.
- 这项研究为进一步研究先进的模糊决策技术提供了基础.
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