基于模糊参数化的模糊超软集方法的废水处理绩效评估的决策理论框架
Muhammad Haris Saeed1, Fatima Razaq2, Muhammad Saeed2
1Department of Chemistry, University of Management and Technology, 54700, Lahore, Punjab, Pakistan.
Scientific reports
|July 2, 2025
概括
这项研究介绍了一种新的 Fuzzy Parameterized Fuzzy Hypersoft Set (FPFHSS) 用于废水处理设施分析. 它通过使用先进的模糊逻辑和人工智能来增强环境可持续性和政策设计的决策.
科学领域:
- 环境科学与工程环境科学与工程
- 决策科学 决策科学 决策科学
- 人工智能的人工智能
背景情况:
- 经济发展与自然资源管理有关,包括废水.
- 环境可持续性需要有效的废水处理和资源利用.
- 现有的决策系统缺乏对废水设施的全面多因素分析.
研究的目的:
- 为废水处理设施分析引入一款新的模糊参数模糊超软套件 (FPFHSS).
- 开发一个全面的决策和绩效评估系统,以实现环境可持续性.
- 加强城市项目评估和环境政策设计.
主要方法:
- 开发了一个新的FPFHSS结构,用于多因素的可持续性分析.
- 介绍了一个基于超软的算法,用于属性和子属性划分.
- 集成的模糊参数化与基于FPFHSS的专业TOPSIS和MULTIMOORA方法.
- 利用了19个环境,社会,技术和经济因素的4个案例研究.
主要成果:
- FPFHSS结构提供了一个多功能决策和绩效评估系统.
- 综合模糊分析有效地处理复杂环境场景中的不确定性.
- 案例研究表明,该系统在模拟国家可持续性挑战方面具有实用性.
- 开发的方法支持环境修复的知情决策.
结论:
- FPFHSS框架为现实世界废水管理提供了强大的计算AI解决方案.
- 这种模糊分析为环境政策和复杂场景模拟提供了宝贵的参考.
- 该研究强调了可持续资源管理的综合方法的重要性.
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