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Fuzzy multi-criteria decision-making method-based operational assessment of Chinese electricity markets
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作者 Weijie Wu Dongwei Li +2 位作者 Hui Sun Yixin Li Yining Zhang 《Global Energy Interconnection》 EI CSCD 2024年第6期733-748,共16页
The evaluation of the electricity market is crucial for fostering market construction and development.An accurate assessment of the electricity market reveals developmental trends,identifies operational issues,and con... The evaluation of the electricity market is crucial for fostering market construction and development.An accurate assessment of the electricity market reveals developmental trends,identifies operational issues,and contributes to stable and healthy market growth.This study investigated the characteristics of electricity markets in different provinces and synthesized a comprehensive set of evaluation indicators to assess market effectiveness.The evaluation framework,comprising nine indicators organized into two tiers,was constructed based on three aspects:market design,market efficiency,and developmental coordination.Furthermore,a novel fuzzy multi-criteria decision-making evaluation model for electricity market performance was developed based on the Fuzzy-BWM and fuzzy COPRAS methodologies.This model aimed to ensure both accuracy and comprehensiveness in market operation assessment.Subsequently,empirical analyses were conducted on four typical provincial-level electricity markets in China.The results indicate that Guangdong’s electricity market performed best because of its effective balance of stakeholder interests and adherence to contractual integrity principles.Zhejiang and Shandong ranked second and third,respectively,whereas Sichuan exhibited the poorest market performance.Sichuan’s electricity market must be improved in terms of market design,such that market players can obtain a fairly competitive environment.The sensitivity analysis of the constructed indicators verified the effectiveness of the evaluation model proposed in this study.Finally,policy recommendations were proposed to facilitate the sustainable development of China’s electricity markets with the objective of transforming them into efficient and secure markets adaptable to the evolution of novel power systems. 展开更多
关键词 Electricity market Operational assessment fuzzy best-worst method fuzzy complex proportional assessment fuzzy multi-criteria decision making
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A Hybrid MCDM Approach Based on ANP and TOPSIS for Facility Layout Selection 被引量:7
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作者 Zha Shanshan Guo Yu +1 位作者 Huang Shaohua Tang Pengzhou 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2018年第6期1027-1037,共11页
Facility layout selection is a multi-criteria decision making (MCDM) problem,since it has a strategic impact on the efficiency of manufacturing system.In view of the interdependency among selection criteria,analytic n... Facility layout selection is a multi-criteria decision making (MCDM) problem,since it has a strategic impact on the efficiency of manufacturing system.In view of the interdependency among selection criteria,analytic network process (ANP) is proposed to analyze the structure of the facility layout selection problem and determine the weights for each criterion.A network structure is constructed that shows all elements and clusters and their interactions.Limit priorities are also calculated which help decision maker evaluate the relative importance among criterion in the alternative selection process.Moreover,a hybrid MCDM approach that employs ANP and technique for order preference by similarity to an ideal solution (TOPSIS)method to rank the optimal facility layout alternatives.Finally,an application of a new aeronautic component assembly workshop facility layout selection is conducted.To further illustrate the advantage of the proposed approach,the difference between ANP-TOPSIS and AHP-TOPSIS methods are compared and discussed.Results have demonstrated the effectiveness and feasibility of the proposed method. 展开更多
关键词 facility layout SELECTION multi-criteria decision making(mcdm) ANALYTIC network process AHP TOPSIS
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基于FAHP的应急物流外包供应商绩效综合评价 被引量:14
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作者 韩瑞珠 曹国 鲁邦旺 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2007年第S2期348-354,共7页
考虑到决策者决策的模糊特征,提出一种权重向量和属性变量都是三角模糊数的模糊层次分析法,并把该方法引入到应急物流外包供应商的绩效评价领域.根据三角模糊数的有关理论,得到三角模糊数判断矩阵、权重向量和综合评价值的计算方法,使... 考虑到决策者决策的模糊特征,提出一种权重向量和属性变量都是三角模糊数的模糊层次分析法,并把该方法引入到应急物流外包供应商的绩效评价领域.根据三角模糊数的有关理论,得到三角模糊数判断矩阵、权重向量和综合评价值的计算方法,使得评价信息能更加合理地反映实际.同时,提出一种具有决策者风险偏好的三角模糊数的排序方法.最后,实例分析结果表明该方法具有实用性,其评价结果可以给决策者提供一个适当的方法来选择最优的应急物流外包供应商. 展开更多
关键词 应急物流 外包供应商 绩效评价 模糊层次分析法 风险偏好 多属性决策
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基于模糊多准则决策方法的物流中心选址研究 被引量:3
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作者 秦剑 王迎军 《物流技术》 2008年第8期83-85,共3页
提出了一种物流中心选址的模糊多准则决策算法,以降低决策者主观偏好及评估过程中模糊和不确定因素对选址决策的影响。算法可同时考虑质化与量化因素及因素间不同权重的影响。模糊估计值的隶属函数可迭代求出,再应用平均位移原理进行积... 提出了一种物流中心选址的模糊多准则决策算法,以降低决策者主观偏好及评估过程中模糊和不确定因素对选址决策的影响。算法可同时考虑质化与量化因素及因素间不同权重的影响。模糊估计值的隶属函数可迭代求出,再应用平均位移原理进行积分推导来求解模糊值以进行各候选位置的比序。最后,以应用实例对模型的有效性和可行性进行了验证。 展开更多
关键词 物流中心 选址 模糊多准则决策
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基于区间二型模糊TOPSIS法的方案决策优选 被引量:1
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作者 林晓华 贾文华 《科技通报》 2018年第3期120-124,共5页
针对传统一型模糊集理论在表达不确定信息方面的不足,采用区间二型模糊集理论对TOPSIS方法进行扩展从而构建产品方案评价模型。介绍了区间二型模糊集的定义,采用形心法设计了一种区间二型模糊集的排序方法,在此基础上对TOPSIS算法进行... 针对传统一型模糊集理论在表达不确定信息方面的不足,采用区间二型模糊集理论对TOPSIS方法进行扩展从而构建产品方案评价模型。介绍了区间二型模糊集的定义,采用形心法设计了一种区间二型模糊集的排序方法,在此基础上对TOPSIS算法进行扩展。在产品方案评价TOPSIS法的整个决策过程中,始终采用区间二型模糊集的形式来表达评估信息,从而保证信息的准确性和有效性。产品最优方案根据TOPSIS二型模糊贴近度的排序来选择,是最接近'理想解'而又最远离'负理想解'的一个备选方案。最后,以一个实例证明所提理论与方法的可行性和有效性。 展开更多
关键词 产品方案决策优选 区间二型模糊集 TOPSIS算法 多属性决策
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Picture模糊幂几何Heronian平均算子及其在多属性决策中的应用 被引量:5
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作者 王磊 陶刘芹 《运筹与管理》 CSSCI CSCD 北大核心 2020年第12期59-66,共8页
针对决策信息为Picture模糊数的多属性决策问题,将经典范畴内的几何Heronian平均算子和幂几何算子结合,提出了Picture模糊幂几何Heronian平均(PFPGHM)算子与Picture模糊加权幂几何Heronian平均(PFWPGHM)算子。该类算子不仅能体现待集结... 针对决策信息为Picture模糊数的多属性决策问题,将经典范畴内的几何Heronian平均算子和幂几何算子结合,提出了Picture模糊幂几何Heronian平均(PFPGHM)算子与Picture模糊加权幂几何Heronian平均(PFWPGHM)算子。该类算子不仅能体现待集结数据间的关联性,而且还能反映决策过程中信息的整体性,降低了与整体信息偏差较大的待集结数据对决策结果的影响。推导其数学表达式,证明相关性质。提出了基于PFWPGHM算子的多属性决策方法,通过决策实例分析了参数p和q对决策结果的影响,并对比分析新方法与现存的决策方法,进而表明所研究方法的可行性与优点。 展开更多
关键词 Picture模糊数 Picture模糊幂几何Heronian平均(PFPGHM)算子 Picture模糊加权幂几何Heronian平均(PFWPGHM)算子 多属性决策(mcdm)
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