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Updated: Jun 23, 2025

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废水管理的长期弹性:通过动态的多代理方法优化处理废水的分配

Najmeh Nazeryzadeh¹, Mohammad Reza Nikoo², Seied Hosein Afzali¹

¹Department of Civil Engineering, School of Engineering, Shiraz University, Shiraz, Iran.

Journal of environmental management

|June 23, 2024

概括

这项研究利用复杂的适应性系统优化了用于农业,工业和城市绿地的处理废水分配. 第4种情景有效地平衡了行业需求,改善了可持续水资源管理的关键绩效指数.

科学领域:

环境科学环境科学
水资源管理水资源管理
系统工程系统工程

背景情况:

缺水需要有效管理有限的淡水资源.
处理废水的再利用对于可持续发展和满足部门需求至关重要.
需要最佳的分配策略来平衡农业,工业和城市绿色空间的竞争需求.

研究的目的:

制定和评估最佳的处理废水分配战略.
将系统动力学 (SD) 和基于代理的建模 (ABM) 整合到复杂的自适应系统 (CAS) 框架中.
确定25年来支持经济,社会公平和部门增长的分配策略.

主要方法:

在复杂的自适应系统 (CAS) 中,集成系统动力学 (SD) 和基于代理的建模 (ABM).
使用非主导排序基因算法II (NSGA-II) 进行多目标优化.
在25年的时间里模拟了四个不同的管理场景.

主要成果:

所有四个管理场景都与政府战略保持一致.
第4场景显示了最有效的分配,满足了所有部门的需求.
在农业指数 (CY:0.2至0.68),工业指数 (IGI:1至1.63) 和城市绿色空间指数 (GAI:1至1.23) 中观察到显著改善.

结论:

综合的CAS模型为处理废水分配提供了一个战略蓝图.
最佳分配可以实现经济和社会公平,同时促进部门增长.
这种可复制的模型有助于政策制定者在可持续的水资源管理和生态保护方面发挥作用.

关键词:

基于代理人的建模.在NSGA-II中,NSGA-II是最重要的.最佳的处理废水分配.系统动态系统动态水资源管理水资源的管理.

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