A mathematical model for identifying an optimal waste management policy under uncertainty

Y.P. Li; G.H. Huang; S.L Nie

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A mathematical model for identifying an optimal waste management policy under uncertainty

机译：确定不确定性下最佳废物管理政策的数学模型

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摘要

In the municipal solid waste (MSW) management system, there are many uncertainties associated with the coefficients and their impact factors. Uncertainties can be normally presented as both membership functions and probabilistic distributions. This study develops a scenario-based fuzzy-stochastic quadratic programming (SFQP) model for identifying an optimal MSW management policy and for allowing dual uncertainties presented as probability distributions and fuzzy sets being communicated into the optimization process. It can also reflect the dynamics of uncertainties and decision processes under a complete set of scenarios. The developed method is applied to a case study of long-term MSW management and planning. The results indicate that reasonable solutions have been generated. They are useful for identifying desired waste-flow-allocation plans and making compromises among system cost, satisfaction degree, and constraint-violation risk.

机译：在城市固体废物（MSW）管理系统中，与系数及其影响因素相关的不确定性很多。不确定性通常可以表示为隶属函数和概率分布。这项研究开发了一种基于场景的模糊随机二次规划（SFQP）模型，用于识别最佳MSW管理策略，并允许将以概率分布和模糊集形式呈现的双重不确定性传达给优化过程。它也可以反映一整套场景下不确定性和决策过程的动态。所开发的方法应用于长期城市固体废弃物管理和规划的案例研究。结果表明已经产生了合理的解决方案。它们对于确定所需的废物流分配计划以及在系统成本，满意度和违反约束风险之间做出折衷是很有用的。

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来源
《Applied Mathematical Modelling》 |2012年第6期|p.2658-2673|共16页
作者
Y.P. Li; G.H. Huang; S.L Nie;
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作者单位

MOE Key Laboratory of Regional Energy Systems Optimization, S-C Energy and Environmental Research Academy, North China Electric Power University, Beijing 102206, China;

MOE Key Laboratory of Regional Energy Systems Optimization, S-C Energy and Environmental Research Academy, North China Electric Power University, Beijing 102206, China;

College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100022, China;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
environment; management; fuzzy sets; quadratic programming; optimization; solid waste;

机译：环境;管理;模糊集;二次规划;优化;固体废物;

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1. Mathematical Modeling for Identifying Cost-Effective Policy of Municipal Solid Waste Management under Uncertainty [J] . Li Y. P., Huang G. H., Cui L., Journal of environment informatics . 2019,第1期

机译：在不确定性下确定市政固体废物管理成本效益政策的数学建模
2. An interval-based regret-analysis method for identifying long-term municipal solid waste management policy under uncertainty [J] . L Cui, L.R. Chen, Y.P. Li, Journal of Environmental Management . 2011,第6期

机译：确定不确定性下城市生活垃圾长期管理政策的基于间隔的后悔分析方法
3. Integrated modeling for optimal municipal solid waste management strategies under uncertainty [J] . Li Y.P., Huang G.H. Journal of Environmental Engineering . 2011,第9期

机译：不确定条件下最佳城市固体废物管理策略的集成模型
4. When Policies Can Be Trusted: Analyzing a Criteria to Identify Optimal Policies in MDPs with Unknown Model Parameters [C] . Emma Brunskill Proceedings of the Twentieth international conference on automated planning and scheduling . 2010

机译：何时可以信任策略：分析用于识别模型参数未知的MDP中最佳策略的条件
5. Plant-wide synthesis of optimal waste treatment policies under uncertainty. [D] . Chakraborty, Aninda. 2002

机译：不确定性下全厂范围内最佳废物处理策略的综合。
6. Mathematical modeling in municipal solid waste management: case study of Tehran [O] . Mohsen Akbarpour Shirazi, Reza Samieifard, Mohammad Ali Abduli, 2016

机译：城市固体废物管理中的数学建模：德黑兰的案例研究
7. Issues on the Optimal Financial Policy and Incentive in a Firm(Mathematical Models and Decision Making under Uncertainty) [O] . Horikawa Kiyoyuki 2006

机译：企业最优财务政策与激励问题（不确定性下的数学模型与决策）

A mathematical model for identifying an optimal waste management policy under uncertainty

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