Multi-criteria analysis

多准则分析
  • 文章类型: Journal Article
    在过去的几十年里,几项研究强调了食品行业的重大影响。因此,加强该部门的可持续性已变得至关重要。实现这一目标的关键步骤涉及定义和实施有效的可持续性度量和测量。在这方面,采用多准则决策分析(MCDA)方法可以被视为最适合和有前途的方法之一,可以全面捕获农业实践和食品供应链的复杂和广泛影响。在这样的背景下,对衡量食品供应链可持续性(收获和收获后阶段)的多标准方法和工具的科学文献进行了系统审查,结果选择和分析了42篇文章。要深入研究选定的文章,已经确定了三个主要重点领域。第一个关于MCDA方法及其特点,揭示了食品供应链可持续性评估最常用的方法。第二个,专注于参与式方法,导致了利益相关者参与图的定义,强调相关利益相关者的类型,他们参与的原因和参与方式。最后,第三个重点是与每个研究中采用的指标的分析和分类以及它们所指的可持续性维度有关。本审查研究的结果全面概述了在制定食品行业可持续性评估MCDA时要考虑的基本方面,作为学者和实践者的宝贵资源。
    In the last decades, several studies have highlighted the significant impacts of the food sector. Therefore, enhancing sustainability within this sector has become of paramount importance. A crucial step towards achieving this goal involves the definition and implementation of effective sustainability metric and measurements. In this regard, the adoption of multi-criteria decision analysis (MCDA) methods can be seen as one of the most suitable and promising approach to comprehensively capture the complex and broad-ranging effects of agricultural practices and food supply chains. In such context, a systematic review of the scientific literature on multi-criteria approaches and tools for measuring the sustainability of food supply chains (harvest and post-harvest stages) has been carried out, resulting in the selection and analysis of 42 articles. To delve into the selected articles, three main areas of focus have been identified. The first about MCDA methods and their features, revealing the most adopted methods for sustainability assessments of food supply chains. The second, focusing on the participatory approach, led to the definition of a stakeholder\'s engagement map, highlighting the typology of stakeholders involved, the reasons of their involvement and engagement methods. Lastly, the third focus is related to the analysis and classification of indicators adopted in each study and the sustainability dimensions to which they refer to. The results of the present review study provide a comprehensive overview of the essential aspects to be considered when developing a MCDA for sustainability assessment in the food sector, serving as a valuable resource for both scholars and practitioners.
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  • 文章类型: Journal Article
    该研究引入了一种集成了系统动力学建模和多准则分析的混合模型。通过系统动力学模型,这项研究检查了能量,经济,和地区供热(DH)公司的环境指标,评估其动态直到2050年。探索了各种脱碳方案,涉及DH系统向基于四种策略的第四代DH(4GDH)系统的过渡:利用至少(a)50%的可再生能源(RES),(b)50%废热,(c)75%共同产生的热量,或(d)50%的上述能量和热量。此外,发展情景纳入了提高消费侧和供热网络内能源效率的措施。采用多准则分析方法TOPSIS对各方案的可持续性进行评价。混合模型基于其可持续性得分建立了过渡途径的排名,并针对碳中和DH系统对已开发情景的结果进行了基准测试。该模型为DH系统开发人员和决策者提供了宝贵的指导。本研究将里加作为一个实际案例研究。
    The study introduces a hybrid model that integrates system dynamics modeling and multi-criteria analysis. Through the system dynamics model, the study examines energy, economic, and environmental indicators of a District Heating (DH) company, assessing its dynamics until 2050. Various decarbonization scenarios are explored, involving the transition of the DH system to a 4th generation DH (4GDH) system based on four strategies: utilizing at least (a) 50% Renewable Energy Sources (RES), (b) 50% waste heat, (c) 75% cogenerated heat, or (d) 50% of the combined aforementioned energy and heat. Additionally, development scenarios incorporate measures to enhance energy efficiency on the consumer side and within the heating networks. The sustainability of each scenario is evaluated using the multi-criteria analysis method TOPSIS. The hybrid model establishes a ranking of the transition pathways based on their sustainability scores and benchmarks the results of the developed scenarios against a carbon-neutral DH system. This model serves as a valuable guide for DH system developers and decision-makers. The study focuses on Riga as a practical case study.
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  • 文章类型: Journal Article
    养蜂业管理受空间因素的影响很大(例如,土地利用/土地覆盖,道路,或电能网络),所以GIS是一个强大的工具,可以重叠和关联各种空间数据级别,因此,一个非常有用的养蜂活动计划的工具。这项研究是在葡萄牙养蜂人协会管理的三个控制区的干预区域内开发的。方法论,基于多准则决策分析,整合了几个标准,例如水文网络,公路网,土壤占用,太阳辐射,和电磁辐射源。这些标准是通过与养蜂人进行的在线问卷调查提出和评估的。关于选定的标准和各自的地理数据,最相关的是土地利用/土地覆盖和水资源供应,分别为44%和24%,分别。养蜂适宜性地图使我们能够评估蜂巢实际位置的合规程度,60%的蜂巢安装在高潜力地区。在养蜂规划的背景下,所应用技术的潜力似乎是优化养蜂位置和养蜂盈利能力的重要工具。
    Beekeeping management is greatly influenced by spatial factors (e.g., land use/land cover, roads, or electrical energy networks), so GIS are a powerful tool to overlap and relate a variety of spatial data levels and, consequently, a very useful tool for beekeeping activity planning. This study was developed within the intervention area of three controlled zones managed by Portuguese Beekeepers Associations. The methodology, based on multi-criteria decision analysis, integrates several criteria, such as hydrographic networks, road networks, soil occupation, solar radiation, and electromagnetic radiation sources. These criteria were proposed and evaluated through online questionnaires carried out with beekeepers. Concerning the selected criteria and the respective geographical data, the most relevant were land use/land cover and water availability, with a significance of 44% and 24%, respectively. The beekeeping suitability map enabled us to evaluate the degree of compliance for the actual location of apiaries, with 60% of the apiaries being installed in high potential areas. In the context of beekeeping planning, the potential of the techniques applied seems to be an important tool for optimizing the location of apiaries and the profitability of beekeeping.
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  • 文章类型: Journal Article
    在本研究中,我们提出了模糊贝叶斯决策技术的概念,并结合了模糊TOPSIS技术和熵的思想。我们定义了模糊TOPSIS技术和熵的新思想。所以,我们介绍了TOPSIS方法和熵,并且使用DM的权重。我们提出了一种基于TOPSIS和熵的MCDM技术。我们专注于模糊TOPSIS正理想和负理想解的参数不同解的有效决策。此外,我们提供了一个数值例子来逐步阐明所提出的技术。最后,我们将当前问题的解释与许多现有的MCGDM方法进行比较,以提供所提供技术的技能和合理性。我们还通过转移熵来提供敏感性研究,以在占主导地位的熵度量含义下建立标准的权重。
    In the present study we have presented the notion of FUZZY BAYESIAN DECISION TECHNIQUE and combined the idea of the Fuzzy TOPSIS technique and entropy. We define the new ideas of fuzzy TOPSIS technique and entropy. So, we introduce the TOPSIS method and entropy, and the weights of the DMs are used. We proposed an MCDM technique based on TOPSIS and entropy. We focus on parameter different solutions of Fuzzy TOPSIS Positive ideal and Negative ideal solutions efficient decision making. Also, we provide a numerical example to elucidate the proposed technique stage by stage. Lastly, we compare the explanations of the current problem with the many existing MCGDM approaches to deliver the skills and rationality of the offered technique. We also provide a sensitivity study by shifting the entropy to establish the weights of the criteria underneath the dominant entropy measure meaning.
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  • 文章类型: Journal Article
    建筑和拆除废物管理(CDWM)包括收集、运输,processing,以及处理建筑和拆除(C&D)废物,收集和运输笨重和大量的C&D废物对经济和环境的影响很大。转运站(TS)是各种废物管理(WM)设施之间的链接,在废物的收集和运输中起着重要作用。因此,将TS定位在合适的位置有助于减少整体影响。在CDWM中使用地理信息系统(GIS)分析工具是进行站点适用性研究的有力策略。以哥印拜陀为例,印度,在这项研究中,使用基于GIS的多准则分析来定位C&D废物TS。场地适宜性分析的标准是根据文献综述选择的,法规,和专家的意见。使用层次分析法(AHP)估计所选标准的权重,并在GIS环境中通过加权叠加分析(WOA)创建最终的适宜性图。结果为当地决策者在所选研究区域中定位C&D废物转运站提供了第一手信息,并报告整个区域的12%“非常适合”转运站位置。
    Construction and Demolition Waste Management (CDWM) includes collecting, transporting, processing, and disposing construction and demolition (C&D) waste, where collection and transportation of bulky and voluminous C&D waste contribute significantly to economic and environmental impacts. Transfer station (TS) being a link between various waste management (WM) facilities plays a significant role in collection and transportation of waste. Thus, locating TS at suitable site can help in reducing the overall impacts. Employment of Geographic Information System (GIS) analysis tools in CDWM is a powerful strategy for site suitability study. A case study in Coimbatore, India, is presented in this study using GIS-based multi-criteria analysis for locating C&D waste TS. The criteria for site suitability analysis are chosen based on literature review, regulations, and experts\' opinions. Weights of the chosen criteria are estimated using analytic hierarchy process (AHP), and the final suitability map is created by weighted overlay analysis (WOA) in GIS environment. Results provide first-hand information for local decision makers to locate C&D waste transfer station in the chosen study region and report that 12% of the entire area is \"highly suitable\" for transfer station location.
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  • 文章类型: Journal Article
    在本文中,我们讨论了将多准则分析用于投资选择的合理性,透明,和系统的方法,揭示了在复杂组织系统中的影响和关系研究过程中的决策过程。结果表明,这种方法不仅考虑了定量的影响,而且考虑了定性的影响,对象的统计和个体属性,和专家客观评价。我们定义了评估创业投资特权的标准,按专题组(潜力类型)组织。为了比较投资选择,使用Saaty的层次结构方法。作为一个例子,基于阶段机理和Saaty的层次分析法对3家创业公司进行分析,根据创业公司的具体特点识别其投资吸引力。因此,可以通过在多个项目之间分配资源来分散投资者的风险,根据收到的全球优先事项矢量。
    In this paper, we discuss the use of multi-criteria analysis for investment alternatives as a rational, transparent, and systematic approach that reveals the decision-making process during a study of influences and relationships in complex organizational systems. It is shown that this approach considers not only quantitative but also qualitative influences, statistical and individual properties of the object, and expert objective evaluation. We define the criteria for evaluating startup investment prerogatives, which are organized in thematic clusters (types of potential). To compare the investment alternatives, Saaty\'s hierarchy method is used. As an example, the analysis of three startups is carried out based on the phase mechanism and Saaty\'s analytic hierarchy process to identify investment appeal of startups according to their specific features. As a result, it is possible to diversify the risks of an investor through the allocation of resources between several projects, in accordance with the received vector of global priorities.
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  • 文章类型: Journal Article
    油棕农业造成了广泛的土地覆盖和土地利用变化,对热带景观和生态系统产生了不利影响。然而,监测和评估油棕种植区以支持可持续管理是昂贵和劳动密集型的。这项研究使用无人驾驶飞行器(UAV)来绘制小农农场的地图,并将多准则分析应用于从正交测量产生的数据,为农场提供一套可持续性指标。图像是从无人机上获取的,具有运动结构(SfM)摄影测量法,然后用于产生农场区域的正交和数字高程模型。通过使用纹理分析和基于地理对象的图像分析(OBIA)克服了使用高空间分辨率图像进行土地覆盖分类的一些固有问题。使用多准则分析开发了六个空间显式环境指标,并用于从无人机数据生成可持续性指标层。SfM和OBIA方法提供了一种准确的,基于高分辨率(〜5厘米)图像的小农农场景观重建,总体分类准确率为89%。多标准分析突出了可持续性价值较低的地区,应将其视为采用可持续管理实践的目标。这项工作的结果表明,无人机是油棕种植园可持续性评估的具有成本效益的工具,但是仍然需要仔细规划调查和图像处理工作流程。未来的工作可以基于我们提出的方法,包括使用通过与油棕行业利益相关者协商制定的额外和/或替代指标,支持认证计划,如可持续棕榈油圆桌会议(RSPO)。
    Oil palm agriculture has caused extensive land cover and land use changes that have adversely affected tropical landscapes and ecosystems. However, monitoring and assessment of oil palm plantation areas to support sustainable management is costly and labour-intensive. This study used an unmanned aerial vehicles (UAV) to map smallholder farms and applied multi-criteria analysis to data generated from orthomosaics, to provide a set of sustainability indicators for the farms. Images were acquired from a UAV, with structure from motion (SfM) photogrammetry then used to produce orthomosaics and digital elevation models of the farm areas. Some of the inherent problems using high spatial resolution imagery for land cover classification were overcome by using texture analysis and geographic object-based image analysis (OBIA). Six spatially explicit environmental metrics were developed using multi-criteria analysis and used to generate sustainability indicator layers from the UAV data. The SfM and OBIA approach provided an accurate, high-resolution (~5 cm) image-based reconstruction of smallholder farm landscapes, with an overall classification accuracy of 89%. The multi-criteria analysis highlighted areas with lower sustainability values, which should be considered targets for adoption of sustainable management practices. The results of this work suggest that UAVs are a cost-effective tool for sustainability assessments of oil palm plantations, but there remains the need to plan surveys and image processing workflows carefully. Future work can build on our proposed approach, including the use of additional and/or alternative indicators developed through consultation with the oil palm industry stakeholders, to support certification schemes such as the Roundtable on Sustainable Palm Oil (RSPO).
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  • 文章类型: Journal Article
    共享个人移动设备(PMD)是一种租用个人运输设备的运输模型,比如自行车和踢脚板,通过共享平台。共享PMD的使用有所增加,但是相关的投诉和交通事故每年都在翻番。本研究应用了分析网络过程(ANP)方法进行多准则分析。进行了一项包括普通公民在内的调查,以评估共享PMD经验的安全性的重要性。评估因素根据使用共享PMD设备的经验而有所不同,虽然“驾驶连续性”和“人行道和道路分离”是最重要的。PMD用户更优先考虑“消除道路间隙”,\'交通安全标志\',“专用停车区”和“障碍管理”与非用户相比。另一方面,对于非PMD用户,\'自行车道宽度\',\'加强执法\',和“用户安全教育”更为重要。结果表明,重要性因参与者使用共享PMD的经验或缺乏PMD而有所不同。在用户的情况下,对驾驶有直接影响的因素被优先考虑,在非用户的情况下,辅助操作和管理,比如镇压和教育,被优先考虑。
    A shared personal mobility device (PMD) is a transportation model that rents personal transportation devices, such as bicycles and kickboards, through a sharing platform. The use of shared PMD has increased, but related complaints and traffic accidents are doubling with it every year. This study applied an analytic network process (ANP) methodology for the multi-criteria analysis. A survey including normal citizens was conducted to evaluate the importance of safety regarding shared PMD experience. The evaluation factors differ according to the experience of using the shared PMD device, although \'driving continuity\' and \'separation of sidewalks and roadways\' were the most important. PMD users gave greater priority to \'removal of the road gap\', \'traffic safety signs\', \'dedicated parking area\' and \'management of obstacles\' compared to non-users. On the other hand, for non-PMD users, \'bicycle lane width\', \'strengthening enforcement\', and \'user safety education\' were more important. The results showed that importance differed depending on the participant\'s experience of using a shared PMD or the lack of it. In the case of users, factors that have a direct effect on driving were prioritised, and in the case of non-users, auxiliary operations and management, such as crackdowns and education, were prioritised.
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  • 文章类型: Journal Article
    发展气候智能型农业(CSA)对于确保建立低碳社会和缓解气候变化至关重要。这些任务需要多个利益相关者的一致行动,因为CSA的概念相当复杂,需要多方面的考虑。本研究定义并应用各种指标来评估欧盟(EU)CSA的发展。要做到这一点,三种不同的多准则决策方法,即简单加法加权(SAW),通过与理想解决方案(TOPSIS)和VlseKriterijumskaOptimizacijaKompromisnoResenje(VIKOR;多准则优化和折衷解决方案)相似度的订单偏好技术,用于构建复合指标。利用客观(熵)和主观(层次分析法)加权技术的组合来得出指标的权重。就CSA而言,欧盟的领导人是奥地利,丹麦和荷兰,而CSA发展水平最低的国家是塞浦路斯,希腊和葡萄牙。这项研究还揭示了2004-2019年EU-24的这些做法的发展差异。因此,需要采取更具包容性的方法来确保在欧洲农业部门传播气候智慧型思想。
    The development of climate-smart agriculture (CSA) is crucial in ensuring the creation of a low-carbon society and mitigation of climate change. These tasks require concerted actions from multiple stakeholders since the very concept of CSA is rather complex and requires multi-dimensional consideration. This study defines and applies various indicators to evaluate the development of CSA in the European Union (EU). To do this, three different multi-criteria decision-making methods, namely Simple Additive Weighting (SAW), Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) and Vlse Kriterijumska Optimizacija Kompromisno Resenje (VIKOR; multi-criteria optimization and compromise solution), were employed for the construction of a composite indicator. A combination of both objective (entropy) and subjective (Analytic Hierarchy Process) weighting techniques was utilized to derive the weights of the indicators. The leaders in the EU in terms of CSA are Austria, Denmark and the Netherlands, whereas the countries with the lowest levels of CSA development are Cyprus, Greece and Portugal. This study also revealed divergence in the development of these practices in the EU-24 for the period 2004-2019. Thus, a more inclusive approach is needed to ensure the spread of climate-smart ideas in European agriculture sectors.
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  • 文章类型: Journal Article
    调水是提高高度城市化地区水动力和水质的有效措施。高度城市化地区的调水效果受到强有力的人为干预的影响,调水后多个断面的多项指标改善情况难以评价。目前,没有直接评价强人为干预下的水环境改善的分析框架,很难确定水利工程的最优调度。本研究构建了一个评价水环境改善的多准则分析框架,包括水质改善指标层,水动力改进和经济成本,并为每个索引层设计了相应的元素层。基于模糊层次分析法确定各要素的权重,采用模糊综合评价法进行综合评价。该框架在太湖流域高度城市化的西山区得到了应用,结果表明,该框架能够有效地确定水利工程项目的最优调度。西山区最优调水方案水质达标率为82%,水质平均改善率为31%,满足III类水质标准的横截面比例为61%。平均流速为0.10m/s,最佳速度的比例为39%,停滞段的比例为32%。此外,区域控制项目对调水效果的影响远大于地方项目,因此,首先应确定区域控制性项目的最佳调度模式,然后是本地项目的调度组合。该研究可为太湖流域水环境改善调水评估提供新的框架,为太湖流域水利工程调度提供科学依据。
    Water transfer is an effective measure to enhance hydrodynamic and water quality in highly urbanized areas. The effect of water transfer in highly urbanized areas is affected by strong artificial interventions, and it is difficult to evaluate the improvement of multiple indicators of many sections after water transfer. At present, there is no analysis framework directly evaluates the improvement of water environment under strong artificial interventions, making it difficult to determine the optimal scheduling of hydraulic projects. This study constructed a multi-criteria analysis framework for evaluating the improvement of water environment including index layers of water quality improvement, hydrodynamic improvement and economic cost, and designed corresponding element layers for each index layer. The weights of each element were determined based on fuzzy analytical hierarchy process, and the fuzzy comprehensive evaluation method was used for comprehensive evaluation. The framework was applied in Xishan District in highly urbanized Taihu Lake Basin, and the results showed that the proposed framework could effectively determine the optimal scheduling of hydraulic projects. Water quality compliance rate for the optimal water transfer scheme achieved in Xishan District was 82%, average rate of water quality improvement was 31%, and proportion of cross-sections meeting the Class III water quality standard was 61%. Average flow velocity was 0.10 m/s, proportion of the optimal velocity was 39%, and proportion of stagnant sections was 32%. Furthermore, the impact of regional control projects on the effect of water transfer was much greater than local projects, consequently, the best scheduling mode for regional control projects should be first determined, and then the scheduling combination for local projects. This study can provide a new framework for the assessment of water transfers to improve the water environments and a scientific basis for the dispatching of hydraulic projects in Taihu Lake Basin.
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