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学者姓名：张玲
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地震等突发事件发生后,需要血液等应急医疗资源对伤员进行救治,合理的血液配置是开展医疗救治工作的前提和保障.在血液供应网络配置中,不仅要提高日常供血效率,避免过量采血,还需要考虑灾后突发事件的影响,减少人员因供血不足而导致的伤亡.为了保障灾前运营成本最小化和灾后安全救援能够顺利进行,本文在考虑灾前和灾后具有两种不同血液需求特性的情况下,建立基于数据驱动的应急血液供应网络与配置的多周期分布式鲁棒优化模型.寻找过去灾害发生时需求的历史数据,将突发事件中的血液需求表示成模糊集形式,并利用python中基于数据驱动的Rsome鲁棒优化第三方库求解模型.最终通过实际案例分析,验证了该决策模式的适用性,表明所建立的模型能够为决策者在考虑突发事件的应急血液供应网络与配置过程中提供决策支持.
Keyword ：
不确定需求 不确定需求 分布式鲁棒优化 分布式鲁棒优化 应急医疗资源 应急医疗资源 血液供应网络 血液供应网络
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| GB/T 7714 | 张玲 , 李锦棚 , 陈圣群 . 基于数据驱动的应急血液供应网络配置分布式鲁棒优化方案研究 [J]. | 中国管理科学 , 2025 , 33 (2) : 131-140 . |
| MLA | 张玲 等. "基于数据驱动的应急血液供应网络配置分布式鲁棒优化方案研究" . | 中国管理科学 33 . 2 (2025) : 131-140 . |
| APA | 张玲 , 李锦棚 , 陈圣群 . 基于数据驱动的应急血液供应网络配置分布式鲁棒优化方案研究 . | 中国管理科学 , 2025 , 33 (2) , 131-140 . |
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Earthquakes, floods and other types of natural disasters are frequent and bring many devastating effects. The research related to emergency logistics has received much attention in recent years. In order to further improve the rescue efficiency and reduce disaster losses, a multi-objective two-stage stochastic programming model of location-inventory-routing of emergency logistics based on multiple reliability under uncertainty is addressed. The proposed model includes three types of uncertainty as demand, supply and transportation time, and two kinds of reliability as distribution center facilities and road access. It is used for integrated decision making in disaster preparedness and response stages. Factors such as material bulk procurement discount, pre-disaster budget, multiple transportation modes, capacity constraints, and disaster scenarios are considered comprehensively. Then, an algorithm was developed. A non-dominated ranking genetic algorithm (NSGA-II) is used to solve the developed model according to its characteristics. The validity of the model and algorithm is verified by conducting a case study on an earthquake in Sichuan, China, and the Pareto optimal solution set is obtained. Finally, sensitivity analysis of the parameters is performed to investigate the effect of changes in key parameters on the model solutions. Thus, some relevant management insights are provided. The results show that an appropriate increase in the pre-disaster budget can substantially reduce the response cost in the post-disaster period. In addition, increasing the number of resident helicopters within the material inventory by a certain amount can help reduce the total distribution time.
Keyword ：
Location-inventory-routing Location-inventory-routing Multi-objective Optimization Multi-objective Optimization Reliability Reliability Stochastic Programming Stochastic Programming
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| GB/T 7714 | Zhang, Ling , Yuan, Na , Wang, Jing et al. Research on location-inventory-routing optimization of emergency logistics based on multiple reliability under uncertainty [J]. | COMPUTERS & INDUSTRIAL ENGINEERING , 2025 , 200 . |
| MLA | Zhang, Ling et al. "Research on location-inventory-routing optimization of emergency logistics based on multiple reliability under uncertainty" . | COMPUTERS & INDUSTRIAL ENGINEERING 200 (2025) . |
| APA | Zhang, Ling , Yuan, Na , Wang, Jing , Li, Jizhao . Research on location-inventory-routing optimization of emergency logistics based on multiple reliability under uncertainty . | COMPUTERS & INDUSTRIAL ENGINEERING , 2025 , 200 . |
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Industrial agglomeration is an important way to affect total factor energy efficiency (TFEE), and digitalization level (DL) and green technology innovation (GTI) can help improve the effect of industrial agglomeration. This research examines the impact of specialized industrial agglomeration (SIA) and diversified industrial agglomeration (DIA), the two main forms of industrial agglomeration, on TFEE under the mediating role of GTI and the moderating role of DL. Three main results were obtained based on the China's provincial data from 2010 to 2021. (1) Both SIA and DIA can significantly promote TFEE, but their effects are different. (2) GTI plays a mediating role in the positive promotion effect of DIA and SIA on TFEE. In addition, GTI not only has obvious inertial effects in time, but also has significant spillover effects in space. (3) DL not only strengthens the impact of SIA or DIA on TFEE, but also enhances the impact of SIA or DIA on GTI. The results show that DL and GTI are effective ways for industrial agglomeration to build a sustainable economy. The article finally puts forward policy recommendations, emphasizing accelerating digital transformation, strengthening industrial agglomeration planning, promoting green technology innovation, and adopting a multi-path development model. Copyright © 2024, AIDIC Servizi S.r.l.
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| GB/T 7714 | Shen, N. , Zhang, L. . How Does Industrial Agglomeration Affect Total Factor Energy Efficiency in China? Perspectives on the Collision of Digital and Green [J]. | Chemical Engineering Transactions , 2024 , 113 : 61-66 . |
| MLA | Shen, N. et al. "How Does Industrial Agglomeration Affect Total Factor Energy Efficiency in China? Perspectives on the Collision of Digital and Green" . | Chemical Engineering Transactions 113 (2024) : 61-66 . |
| APA | Shen, N. , Zhang, L. . How Does Industrial Agglomeration Affect Total Factor Energy Efficiency in China? Perspectives on the Collision of Digital and Green . | Chemical Engineering Transactions , 2024 , 113 , 61-66 . |
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环境规制对绿色生产具有重要的积极意义,区域环境规制水平与碳交易价格波动之间存在密不可分的关系.以国内4个碳交易试点为研究对象,选取了 2013-2020年不同区域环境规制的相关指标和碳交易价格数据进行实证分析,深入探讨环境规制对碳交易价格波动的作用机制.同时采用滞后一期的方法解决内生性问题可能会对分析结果带来的影响.研究发现:环境规制水平对碳交易价格具有抑制作用,地理距离的变化会改善环境规制水平对碳交易价格的抑制效应.
Keyword ：
环境规制 环境规制 碳交易价格 碳交易价格 绿色生产 绿色生产
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| GB/T 7714 | 张玲 , 曹峰 . 环境规制对碳交易价格波动的影响分析 [J]. | 价格月刊 , 2023 , (1) : 1-7 . |
| MLA | 张玲 et al. "环境规制对碳交易价格波动的影响分析" . | 价格月刊 1 (2023) : 1-7 . |
| APA | 张玲 , 曹峰 . 环境规制对碳交易价格波动的影响分析 . | 价格月刊 , 2023 , (1) , 1-7 . |
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This study presents a novel approach to analysing environmental governance by Chinese governments through the lens of a tripartite evolutionary game model. The key novelty of our research lies in the explicit incorporation of a reputation mechanism into the evolutionary game analysis, which significantly influences government decision-making, environmental governance strategies, and the dynamics of the relationship between government and polluting enterprises. By assessing the marginal effects of conventional governance and mobilization-based governance on the environmental mechanism, as well as the collusion behaviours between government and polluting enterprises, our study sheds light on previously unexplored aspects of environmental governance. Our findings indicate that the reputation mechanism plays a crucial role within the evolutionary game system of environmental governance, exerting a substantial impact on government decision-making. Furthermore, we demonstrate that policy interventions, such as increasing the cost of penalties under regulatory policies, can encourage compliance strategies among enterprises. Additionally, our research highlights the high sensitivity of reputation signals towards local government's environmental governance strategies, directly impacting their credibility and influencing the adoption of proactive environmental governance strategies. Moreover, we emphasize the role of the central environmental inspection system as a means to facilitate the transmission of environmental governance pressures between central and local governments, ultimately fostering a green development concept and promoting coordinated development between the economy and ecological civilization. Overall, this study provides valuable insights into the intricacies of environmental governance in China and underscores the importance of reputation mechanisms and policy interventions in promoting sustainable development.
Keyword ：
Environmental governance Environmental governance Evolutionary game Evolutionary game Government -enterprise collusion Government -enterprise collusion Mobilized governance Mobilized governance
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| GB/T 7714 | Cao, Feng , Zhang, Ling , Wu, Weiyun et al. Challenging the nexus of power: The gaming dilemma of collaboration between government and enterprises in environmental management [J]. | HELIYON , 2023 , 10 (1) . |
| MLA | Cao, Feng et al. "Challenging the nexus of power: The gaming dilemma of collaboration between government and enterprises in environmental management" . | HELIYON 10 . 1 (2023) . |
| APA | Cao, Feng , Zhang, Ling , Wu, Weiyun , Han, Sijia , Wu, Zhaocheng , Wu, Yihan . Challenging the nexus of power: The gaming dilemma of collaboration between government and enterprises in environmental management . | HELIYON , 2023 , 10 (1) . |
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Although the ability to manage public health emergencies in China has improved signicantly, there are still many challenges to the existing information transmission mechanism in pandemic early warning systems. In this context, a tripartite evolutionary game model composed of the local government, the whistleblower, and the public is formulated. By using Matlab, the dynamic evolution path of the game model is stimulated under different conditions. Stable strategies for an early warning system for public health emergencies are also explored. e results indicate that the cost of whistleblowing, the cost of response, and the benet of attention signicantly influence strategic decisions among three parties. is study highlights the importance of whistleblowing in managing public health emergencies. Yet, our ndings provide theoretical support for policy recommendations for promoting public health emergency preparedness.
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| GB/T 7714 | Cao, Feng , Zhang, Ling , Wu, Yihan . The Whistleblower's Dilemma: An Evolutionary Game Analysis of the Public Health Early Warning System [J]. | DISCRETE DYNAMICS IN NATURE AND SOCIETY , 2022 , 2022 . |
| MLA | Cao, Feng et al. "The Whistleblower's Dilemma: An Evolutionary Game Analysis of the Public Health Early Warning System" . | DISCRETE DYNAMICS IN NATURE AND SOCIETY 2022 (2022) . |
| APA | Cao, Feng , Zhang, Ling , Wu, Yihan . The Whistleblower's Dilemma: An Evolutionary Game Analysis of the Public Health Early Warning System . | DISCRETE DYNAMICS IN NATURE AND SOCIETY , 2022 , 2022 . |
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[目的/意义]应急资源合理配置是自然灾害后及时开展有效救援工作的前提与保障.[设计/方法]考虑受灾点和临时避难所两类不同物资需求点,研究不确定需求下应急物资储备库选址及物资储备问题,建立了一个基于情景的两阶段随机规划模型.利用1949～2018年登陆福建省的台风路径数据,对其进行K-means聚类,构建台风灾害情景.[结论/发现]数值实验结果表明,建立的两阶段应急资源配置模型是实际可行的,求解方法保证了解的稳定性和有效性.
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| GB/T 7714 | 张玲 , 曾倩 . 考虑需求点差异性的应急资源配置优化研究 [J]. | 电子科技大学学报（社会科学版） , 2021 , 23 (6) : 57-64 . |
| MLA | 张玲 et al. "考虑需求点差异性的应急资源配置优化研究" . | 电子科技大学学报（社会科学版） 23 . 6 (2021) : 57-64 . |
| APA | 张玲 , 曾倩 . 考虑需求点差异性的应急资源配置优化研究 . | 电子科技大学学报（社会科学版） , 2021 , 23 (6) , 57-64 . |
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【目的/意义】应急资源合理配置是自然灾害后及时开展有效救援工作的前提与保障。【设计/方法】考虑受灾点和临时避难所两类不同物资需求点,研究不确定需求下应急物资储备库选址及物资储备问题,建立了一个基于情景的两阶段随机规划模型。利用1949～2018年登陆福建省的台风路径数据,对其进行K-means聚类,构建台风灾害情景。【结论/发现】数值实验结果表明,建立的两阶段应急资源配置模型是实际可行的,求解方法保证了解的稳定性和有效性。
Keyword ：
K-means聚类 K-means聚类 应急资源配置 应急资源配置 选址 选址 避难所 避难所 随机规划 随机规划
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| GB/T 7714 | 张玲 , 曾倩 . 考虑需求点差异性的应急资源配置优化研究 [J]. | 电子科技大学学报(社科版) , 2021 , 23 (06) : 57-64 . |
| MLA | 张玲 et al. "考虑需求点差异性的应急资源配置优化研究" . | 电子科技大学学报(社科版) 23 . 06 (2021) : 57-64 . |
| APA | 张玲 , 曾倩 . 考虑需求点差异性的应急资源配置优化研究 . | 电子科技大学学报(社科版) , 2021 , 23 (06) , 57-64 . |
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In the wake of a large-scale disaster, volunteer teams provide invaluable assistance. There is a pressing need to design a suitable model to solve the problem of volunteer team dispatching. This paper proposes a novel approach from the perspective of two-sided matching, which could stimulate the enthusiasm of volunteers. However, it is almost impossible to use one or more fixed indicators to evaluate each volunteer team or rescue task. Even if the indicators can be determined, the values of some indicators are difficult to obtain. Therefore, the proposed approach uses the available information to recommend potential matching targets and revises some key targets based on the subjective preferences of participants. It effectively avoids the bias in decision-making caused by the unavailability of sufficient information and improves the satisfaction of bilateral participants. Furthermore, it can effectively solve the two-sided matching problem when the preference order is unknown. The proposed approach is illustrated with a simulation case that focuses on an explosion accident in China. The rationality and effectiveness of the approach is validated through comparisons and analyses of the experimental results. (C) 2021 Elsevier B.V. All rights reserved.
Keyword ：
Evidential reasoning Evidential reasoning Prospect theory Prospect theory Rescue task Rescue task Two-sided matching Two-sided matching Unavailability Unavailability Volunteer team Volunteer team
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| GB/T 7714 | Chen, Sheng-Qun , Zhang, Ling , Shi, Hai-Liu et al. Two-sided matching model for assigning volunteer teams to relief tasks in the absence of sufficient information [J]. | KNOWLEDGE-BASED SYSTEMS , 2021 , 232 . |
| MLA | Chen, Sheng-Qun et al. "Two-sided matching model for assigning volunteer teams to relief tasks in the absence of sufficient information" . | KNOWLEDGE-BASED SYSTEMS 232 (2021) . |
| APA | Chen, Sheng-Qun , Zhang, Ling , Shi, Hai-Liu , Wang, Ying-Ming . Two-sided matching model for assigning volunteer teams to relief tasks in the absence of sufficient information . | KNOWLEDGE-BASED SYSTEMS , 2021 , 232 . |
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地震等灾害的突发性和破坏性常导致部分伤员无法得到快速有效的救治,同时会给伤员造成一定的负面心理,影响救援效率.本文综合考虑救护车辆(救护车、直升机)和医疗设施容量的动态变化、各类伤员生存概率随时间动态变化以及伤员心理状况变化,构建了最大化伤员生存数量和最小化心理成本的震后伤员二级后送模式的医疗设施选址-伤员转运双目标动态规划模型.运用epsilon约束法有效处理双目标模型,以玉树地震后伤员后送问题为例,采用CPLEX对模型进行求解,通过分析医疗资源数量对伤员转运数量的影响,表明在伤员后送过程中,增加临时医院数量或容量与救护车数量比增加后方医院数量或容量与直升机数量更有效;考虑伤员的心理成本,为了提高伤员存活率,在灾害前期,可以通过增加救护车数量,转运更多的重伤员,而中后期提高临时医院容量,尽量优先转运轻伤员.
Keyword ：
epsilon约束法 epsilon约束法 地震灾害 地震灾害 心理成本 心理成本 选址-转运 选址-转运
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| GB/T 7714 | 孙华丽 , 柴丽萍 , 张玲 et al. 震后多目标动态应急医疗设施选址-伤员转运问题研究 [J]. | 中国管理科学 , 2020 , 28 (3) : 103-112 . |
| MLA | 孙华丽 et al. "震后多目标动态应急医疗设施选址-伤员转运问题研究" . | 中国管理科学 28 . 3 (2020) : 103-112 . |
| APA | 孙华丽 , 柴丽萍 , 张玲 , 赵喆 . 震后多目标动态应急医疗设施选址-伤员转运问题研究 . | 中国管理科学 , 2020 , 28 (3) , 103-112 . |
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