在 q-rung orthopair 模糊环境下扩展的 TODIM 方法及其应用于移动网络中的多路径并行传输
Shanshan Qiu1,2, Xiaofang Deng3, Zhen Jin4
1School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, China.
Scientific reports
|February 9, 2026
概括
本研究介绍了一种新的TODIM决策方法,用于q-rung orthopair fuzzy环境,改善复杂工程系统的排名稳定性和信息处理.
科学领域:
- 工程 工程师 工程师 工程师
- 决策科学 决策科学
- 模糊的数学 模糊的数学
背景情况:
- 工程决策通常涉及含糊不清和不对称的信息.
- Q-rung orthopair 模糊集提供了表达力,但在现有的决策框架中面临局限性.
- 缺口包括不稳定的排名,不足的距离测量,以及对这些模糊集的发展不足的TODIM方法.
研究的目的:
- 为 q-rung orthopair 模糊信息开发一个集成的 TODIM 扩展.
- 通过解决排名和距离测量的局限性来增强决策框架.
- 为工程系统中复杂的模糊信息处理创建一个强大的方法.
主要方法:
- 开发了一种基于几何可视化的排名方法,集成会员,非会员和犹等级.
- 提出了一种新的高阶距离测量方法,以捕获q-rung orthopair fuzzy数的细微结构信息.
- 将这些组件集成到 TODIM 框架中,创建了第一个 q-rung orthopair fuzzy TODIM 方法.
主要成果:
- 几何排名方法提高了对参数q波动的解释性和稳定性.
- 高阶距离测量提高了在模糊数字内量化差异的准确性.
- 综合的TODIM方法在处理复杂的模糊信息时展示了实用性和行为现实性.
结论:
- 提出的 q-rung 整形师模糊 TODIM 方法提供了卓越的排名一致性和稳定性.
- 该框架有效地解决了复杂工程系统决策中的现有差距.
- 案例研究和敏感性分析验证了该方法与现有方法相比的实用性和性能.
相关概念视频
01:25Transmission-based Precautions II: Airborne and Protective Environment
2.0K
Transmission-based precautions are for patients infected or suspected to be infected (or colonized) with organisms posing a significant risk to others. The transmission precautions include airborne and protective environment precautions.
Airborne precautions:
Use airborne precautions when treating patients known or suspected to have diseases that spread through the air—for example, tuberculosis or measles. These organisms are present in smaller droplets expelled by an infected person and...
Airborne precautions:
Use airborne precautions when treating patients known or suspected to have diseases that spread through the air—for example, tuberculosis or measles. These organisms are present in smaller droplets expelled by an infected person and...
2.0K
01:22Mean free path and Mean free time
5.3K
Consider the gas molecules in a cylinder. They move in a random motion as they collide with each other and change speed and direction. The average of all the path lengths between collisions is known as the "mean free path."
5.3K
01:21Path Between Thermodynamics States
4.1K
Consider the two thermodynamic processes involving an ideal gas that are represented by paths AC and ABC in Figure 1:
4.1K
02:26Protein Networks
4.6K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.6K
01:10Interference: Path Lengths
2.2K
Consider two sources of sound, that may or may not be in phase, emitting waves at a single frequency, and consider the frequencies to be the same.
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
2.2K
01:20Parallel Processing
742
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
742