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Criteria Assessment in Sustainable Macromanagement of Housing Provision Problem by a Multi-phase Decision Approach with DEMATEL and Dynamic Uncertainty

机译:通过延展的多相决策方法对住房拨款问题的可持续宏观管理标准评估及动态不确定性

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摘要

Macromanagement of housing provision based on sustainable development characteristicsmay be required for applying some different strategies to ensure the housing preparation regarding economic, environmental, and social competencies. In this regard, there are some challenges, including defining the criteria in a hierarchical structure to check the problem in all aspects, computing experts' weights for reducing judgments' errors, computing interdependencies effects among criteria to increase the precise of criteria weight determination, dynamic criteria' weights evaluation to analyze the criteria importance in some different periods, and uncertainty modeling of criteria weights computations in the research area, in which recent studies did not focus them simultaneously. To address the issue, this study proposes a multi-phase weighting approach by combining the collective index and decision-making trial and evaluation laboratory (DEMATEL) methodologies via dynamic interval-valued hesitant fuzzy sets (DIVHFSs) theory. Considering dynamic uncertainty is needed for covering the incomplete information in various periods because the significance and impact of evaluation criteria may be changed in each period. On the other hand, DIVHFSs theory could assist the experts by assigning some dynamic interval-valued hesitant fuzzy (DIVHF)-membership degrees for an element under a set to decrease the errors. In proposed DIVHF-collective index method, criteria local weights are obtained based on correlation and standard deviation approaches under a DIVHF-environment. In addition, the extended DEMATEL methodology is prepared for taking account of hierarchical structure and criteria interdependencies relations. Moreover, a novel DIVHF-utility degree method is presented to compute the weight of each expert. Then, experts' weights are taken into account in the presented multi-phase weighting approach. In addition, the DIVHF-multi-phase weighting approach based on collective index and DEMATEL (DIVHF-MPW-CI-DEMATEL) methodologies is proposed via a last aggregation approach to keep away from the data loss. Meanwhile, some needed operations on DIVHFS theory for presenting DIVHF-MPW-CI-DEMATEL methodology are extended. Finally, a real case study about the determining criteria' weights for strategy selection in macromanagement of housing provision problem based on sustainable development properties is prepared to indicate the feasibility and applicability of proposed DIVHF-MPW-CI-DEMATELs approach.
机译:基于可持续发展特征的住房拨料的宏观管理是应用一些不同的策略来确保有关经济,环境和社会能力的住房准备。在这方面,存在一些挑战,包括定义分层结构中的标准,以检查所有方面的问题,计算专家权重,以降低判断错误,计算标准之间的相互依赖性效果,以提高标准重量确定的精确性,动态标准的权重评价分析了一些不同时期的标准重要性,以及研究区域的标准重量计算的不确定性建模,其中最近的研究并未同时关注它们。为了解决这个问题,本研究通过将集体指数和决策试验和评估实验室(Dematel)方法相结合,通过动态间隔估值的模糊集(DivHFSS)理论来提出多相加权方法。考虑到在各个时期覆盖不完整信息需要动态不确定性,因为评估标准的重要性和影响可能在每个时期都会发生变化。另一方面,Divhfss理论可以通过分配一些动态间隔估值的模糊(DivHF) - 用于减少错误的元素来帮助专家。在提出的DivHF集体指标方法中,基于DivHF环境下的相关性和标准偏差方法获得标准局部权重。此外,为考虑到分层结构和标准关系,准备了延长的脱乳法。此外,提出了一种新的DivHF实用程度方法来计算每个专家的重量。然后,在呈现的多相加权方法中考虑了专家的权重。此外,通过最后聚合方法提出了基于集体指数和Dematel(DivHF-MPW-CI-Dematel)方法的DivHF多相加权方法,以防止数据丢失。同时,延长了关于呈现DivHF-MPW-CI-DEMATEL方法的DIVHFS理论的一些所需操作。最后,根据可持续发展性能的基于可持续发展性能的住房拨款问题的策略选择确定标准重量的实际案例研究,以表明提出的DivHF-MPW-CI-Dematels方法的可行性和适用性。

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