基于包容性属性值函数的高速铁路网运营绩效评价方法

IF 5.4 2区 经济学 Q1 ECONOMICS Socio-economic Planning Sciences Pub Date : 2025-06-01 Epub Date: 2025-03-12 DOI:10.1016/j.seps.2025.102201
Wencheng Huang , Xinxin Li , Yanhui Yin , Haoran Li , Yaocheng Yu
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引用次数: 0

摘要

高速铁路网运营绩效评价是一个多属性决策问题,在实际管理和运营实践中具有重要意义。本文结合经济特点,建立了技术、经济、耦合、协调度等评价指标。提出了一种包含属性值函数(IAVF)来计算属性值。分别采用摇摆加权法(SW)、熵权法(EWM)和散点度法(SDM)计算权重值。分别使用加权和(SW)和TOPSIS (Order Preference by Similarity to an Ideal Solution)技术对决策信息进行聚合。对各属性进行了敏感性分析。对SW、EWM和SDM的稳定性进行了分析。结果表明,应用软件时,专家的最优人数为5人。SDM比EWM更稳定,TOPSIS在反映属性值差异方面更有优势。在应用IAVF计算属性值时,权重方法和决策信息聚合方法的选择对最终评价结果影响不大。最后,利用四川(西部)、湖北(中部)和福建(东部)三省收集的HSRN运行数据进行了案例研究。
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Using an inclusive attribute value function based approach to evaluate the operation performance of high-speed railway network
As a Multi-Attribute Decision Making problem, operation performance evaluation of high-speed railway networks (OPHSRN) is critical in actual management and operation practice. In this paper, the evaluation indexes including technology, economics, coupling and coordination degree are established considering economic characteristics. An Inclusive Attribute Value Function (IAVF) is proposed to calculate attribute value. The Swing Weighting (SW) method, the Entropy Weight Method (EWM) and Scatter Degree Method (SDM) are used to calculate the weight value, respectively. The Weighted Sum (SW) and Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) are used to aggregate the decision information, respectively. Sensitivity analysis of each attribute is conducted. The stability of SW, EWM and SDM are analyzed. The results show that the optimal number of experts is 5 when apply SW. SDM is more stable than EWM, TOPSIS has more advantages in reflecting the differences among attribute values. When applying IAVF to calculate attribute value, the selections of weight methods and decision information aggregation methods have little influence on the final evaluation results. Finally, a case study is conducted by using the collected operation data of HSRN in Sichuan (in Western China), Hubei (in Central China) and Fujian (in Eastern China) provinces.
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来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
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