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分布式混合整数模糊层次规划在城市固体废物管理中的应用。第一部分:系统辨识与方法开发。

Distributed mixed-integer fuzzy hierarchical programming for municipal solid waste management. Part I: System identification and methodology development.

机构信息

Institute for Energy, Environment and Sustainability Research, University of Regina, Regina, Saskatchewan, S4S 0A2, Canada.

Faculty of Engineering and Applied Science, University of Regina, Regina, Saskatchewan, S4S 0A2, Canada.

出版信息

Environ Sci Pollut Res Int. 2017 Mar;24(8):7236-7252. doi: 10.1007/s11356-016-8284-7. Epub 2017 Jan 18.

DOI:10.1007/s11356-016-8284-7
PMID:28101709
Abstract

Due to the existence of complexities of heterogeneities, hierarchy, discreteness, and interactions in municipal solid waste management (MSWM) systems such as Beijing, China, a series of socio-economic and eco-environmental problems may emerge or worsen and result in irredeemable damages in the following decades. Meanwhile, existing studies, especially ones focusing on MSWM in Beijing, could hardly reflect these complexities in system simulations and provide reliable decision support for management practices. Thus, a framework of distributed mixed-integer fuzzy hierarchical programming (DMIFHP) is developed in this study for MSWM under these complexities. Beijing is selected as a representative case. The Beijing MSWM system is comprehensively analyzed in many aspects such as socio-economic conditions, natural conditions, spatial heterogeneities, treatment facilities, and system complexities, building a solid foundation for system simulation and optimization. Correspondingly, the MSWM system in Beijing is discretized as 235 grids to reflect spatial heterogeneity. A DMIFHP model which is a nonlinear programming problem is constructed to parameterize the Beijing MSWM system. To enable scientific solving of it, a solution algorithm is proposed based on coupling of fuzzy programming and mixed-integer linear programming. Innovations and advantages of the DMIFHP framework are discussed. The optimal MSWM schemes and mechanism revelations will be discussed in another companion paper due to length limitation.

摘要

由于中国北京等城市固体废物管理(MSWM)系统存在复杂性、层次性、离散性和相互作用,可能会出现或加剧一系列社会经济和生态环境问题,并在未来几十年造成不可挽回的损失。同时,现有研究,特别是针对北京 MSWM 的研究,在系统模拟中很难反映这些复杂性,也无法为管理实践提供可靠的决策支持。因此,本研究针对这些复杂性,开发了一种分布式混合整数模糊层次规划(DMIFHP)框架,用于 MSWM。选择北京作为典型案例。从社会经济条件、自然条件、空间异质性、处理设施和系统复杂性等多个方面对北京市 MSWM 系统进行了全面分析,为系统模拟和优化奠定了坚实的基础。相应地,将北京市 MSWM 系统离散化为 235 个网格,以反映空间异质性。建立了一个 DMIFHP 模型,该模型是一个非线性规划问题,用于参数化北京市 MSWM 系统。为了能够科学地解决这个问题,根据模糊规划和混合整数线性规划的耦合,提出了一种解决方案算法。讨论了 DMIFHP 框架的创新和优势。由于篇幅限制,最佳 MSWM 方案和机制揭示将在另一篇论文中讨论。

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