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Closed-loop supply chain decisions considering carbon tax policy under the recycler’s risk aversion 风险规避下考虑碳税政策的闭环供应链决策
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-29 DOI: 10.1007/s10479-025-06671-z
Bengang Gong, Zihao Li, Jinshi Cheng, Xiaoqi Zhang

The recycling and remanufacturing of electronic waste are critical for resource conservation and the sustainable development of both society and the environment. However, uncertainty about the quality of recycled products introduces risk aversion. To address this issue, the present study develops a differential decision-making model that distinguishes between manufacturers who consider, and those who ignore, the risk-averse behavior of recyclers. The analysis examines how recyclers’ risk aversion affects key factors in a closed-loop supply chain, including sales price, recovery rate, demand, and the profits and utilities of both manufacturers and recyclers. Our findings suggest that achieving optimal recovery rates, demand, and utility for both parties requires that carbon tax formulation aligns with recovery costs. Additionally, this tax serves as a critical benchmark for determining the repurchase price of waste products. When recyclers exhibit risk aversion, increasing this aversion results in higher product sales prices, but also leads to lower demand, recovery rates, and profits for both manufacturers and recyclers. In contrast, manufacturers who disregard recyclers’ risk aversion may lower product sales prices, thereby increasing recovery rates, demand, and recycler utility. However, acknowledging and addressing risk aversion has a positive effect on manufacturer profits and utility.

电子废弃物的回收利用与再制造对于资源节约和社会与环境的可持续发展至关重要。然而,回收产品质量的不确定性引入了风险规避。为了解决这个问题,本研究开发了一个差异决策模型,该模型区分了考虑和忽视回收商风险规避行为的制造商。分析考察了回收商的风险规避如何影响闭环供应链中的关键因素,包括销售价格、回收率、需求以及制造商和回收商的利润和效用。我们的研究结果表明,要实现双方的最佳回收率、需求和效用,就需要碳税的制定与回收成本保持一致。此外,该税是确定废品回购价格的关键基准。当回收商表现出风险厌恶时,这种厌恶情绪的增加会导致产品销售价格上涨,但也会导致需求、回收率和制造商和回收商的利润下降。相反,无视回收商风险规避的制造商可能会降低产品销售价格,从而提高回收率、需求和回收商效用。然而,承认和解决风险厌恶对制造商的利润和效用有积极的影响。
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引用次数: 0
Correction: Guiding the integration of analytics in business operations through a maturity framework 更正:通过成熟度框架指导业务操作中分析的集成
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-29 DOI: 10.1007/s10479-025-06681-x
Olga Menukhin, Catherine Mandungu, Azar Shahgholian, Nikolay Mehandjiev
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引用次数: 0
A resilient model for humanitarian relief logistics: integrating relief time, health services, and hygiene items for sustainable development goals 人道主义救济后勤弹性模式:将救济时间、保健服务和卫生用品结合起来,以实现可持续发展目标
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-24 DOI: 10.1007/s10479-025-06747-w
Mona Ghaebi Panah, Saeed Khanchehzarrin, Omid Boyer, Nezam Mahdavi-Amiri

Disasters impose huge human and financial losses and hinder humanitarian logistics. This study aims to find an efficient solution for humanitarian relief logistics in disasters by reducing time and cost. A sustainable-resilient multi-commodity, multi-depot, multi-objective, mixed-integer programming model is proposed for humanitarian relief logistics networks. The model considers network disruption, backup facilities, and rescue operations within standard relief time and golden time. The model utilizes a heterogeneous fleet of vehicles at different speeds, considering physical and mental health services at mild, moderate, and severe levels, and hygiene items such as diapers and sanitary pads in shelters. These components are included in the model to achieve Sustainable Development Goals and sustainability, the most important of which is Good Health and Well-being. After linearization, a case study is conducted to assess the validity of the model. Our proposed model is designed for a two-echelon location-allocation problem integrating pre- and post-disaster actions and solved via the augmented ε-constraint method in CPLEX/GAMS. It is observed that the model effectively allocates demands within a reasonable time and cost, finds facility locations, and activates backup facilities when warehouses are damaged due to disruption. The obtained results of the multi-objective model illustrate a trade-off between the objective functions, where a slight decrease in the response time leads to significantly higher costs. The sensitivity analysis demonstrates that an increase in demand leads to higher variable costs and longer response time but does not affect fixed costs. Furthermore, increasing the number of facility disruptions extends the relief time.

灾害造成巨大的人员和财政损失,并阻碍人道主义后勤。本研究旨在寻找一种有效的解决方案,以减少灾害中的人道主义救援物流的时间和成本。提出了一种具有可持续弹性的多商品、多仓库、多目标的人道主义救援物流网络混合整数规划模型。该模型考虑了标准救援时间和黄金时间内的网络中断、备用设施和救援行动。该模型利用不同速度的异构车队,考虑到轻度、中度和重度的身心健康服务,以及庇护所中的尿布和卫生巾等卫生用品。这些组成部分被纳入实现可持续发展目标和可持续性的模式,其中最重要的是良好健康和福祉。在线性化后,通过实例分析来评估模型的有效性。本文提出的模型是针对一个包含灾前和灾后行动的两梯队位置分配问题,并通过CPLEX/GAMS中的增强型ε-约束方法求解。观察发现,该模型在合理的时间和成本内有效地分配需求,找到设施位置,并在仓库因中断而损坏时激活备用设施。多目标模型的结果说明了目标函数之间的权衡,其中响应时间的轻微减少会导致成本的显着增加。敏感性分析表明,需求的增加导致可变成本的增加和响应时间的延长,但不影响固定成本。此外,设施中断数量的增加延长了救援时间。
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引用次数: 0
In memoriam of Professor Rajiv Banker: New developments in data envelopment analysis and its applications 纪念Rajiv Banker教授:数据包络分析及其应用的新发展
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-24 DOI: 10.1007/s10479-025-06764-9
Ali Emrouznejad, Victor Podinovski
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引用次数: 0
Improving the waste supply chain, a case of South Korea 2012–2021: stochastic frontier analysis, artificial neural network, and grey-incidence approach 改善垃圾供应链,以韩国为例:2012-2021:随机前沿分析、人工神经网络和灰色关联法
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-24 DOI: 10.1007/s10479-025-06761-y
Leo Hong, Gawon Yun, Douglas N. Hales

This study investigates the efficiency and performance of waste supply chain management across eight major South Korean cities, focusing on the interplay between input variables, inefficiency determinants, and waste processing outputs. Employing a multidisciplinary framework grounded in Resource-Based View, Environmental Justice Theory, and Systems Theory, the research utilizes Stochastic Frontier Analysis (SFA), Grey Incidence Analysis (GIA), and Artificial Neural Network (ANN) to evaluate the relative importance of various influencing factors. SFA estimate results highlight that budget and manpower productivity significantly contribute to efficiency, while disparities in budget allocation and outdated infrastructure contribute to inefficiencies. GIA underscores the dominance of commercial incineration and landfill performance, driven by strict industrial regulations and waste-to-energy initiatives. Conversely, commercial recycling and domestic landfill perform the worst. ANN reveals that budget productivity and manpower productivity have stronger and more impactful relationships with efficiency scores in cities like Seoul, Busan, and Incheon. On the inefficiency side, high facility installation costs, operation costs, and miscellaneous costs demonstrate significant negative impact on overall effectiveness across multiple cities.

本研究调查了韩国8个主要城市废物供应链管理的效率和绩效,重点研究了输入变量、低效决定因素和废物处理产出之间的相互作用。本研究以资源基础观、环境正义理论和系统理论为基础,运用随机前沿分析(SFA)、灰色关联分析(GIA)和人工神经网络(ANN)等方法,对不同影响因素的相对重要性进行评价。国家林业局的估计结果强调,预算和人力生产率显著提高了效率,而预算分配不均和落后的基础设施则导致效率低下。GIA强调,在严格的工业法规和废物转化为能源倡议的推动下,商业焚烧和垃圾填埋性能占主导地位。相反,商业回收和家庭垃圾填埋场表现最差。ANN显示,在首尔、釜山和仁川等城市,预算生产率和人力生产率与效率得分之间的关系更强,影响更大。在低效率方面,高设施安装成本、运营成本和杂项成本对多个城市的整体效率产生了显著的负面影响。
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引用次数: 0
A coopetition index for coalitions in simple games 简单博弈中联盟的合作指数
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-18 DOI: 10.1007/s10479-025-06715-4
Michele Aleandri, Marco Dall’Aglio

In simple games, larger coalitions typically wield more power, but do all players align their efforts effectively? Consider a voting scenario where a coalition forms, but needs more voters to pass a bill. The cohesion of the new group of voters hinges on whether all the new members can proficiently collaborate with the existing players to ensure the bill’s passage or if subgroups form that pursue an independent alternative, thus generating antagonism among the new voters. This research introduces two classes of coopetition indices– one relative and one absolute, the latter ranging from −1 to 1, to measure agents’ preferences for cooperation (when positive) or competition (when negative) with the remaining players. These indices, together with a generalized group value, provide a comprehensive picture of the relevance and the cohesion of groups. We discuss the relationship with similar group indices and provide proper coopetition Banzhaf and Shapley-Owen types of indices. By applying our indices to the apex game and symmetric majority games, we observe that cooperation and competition frequently balance each other out, leading to null values for the Shapley-Owen and Banzhaf coopetition indices. An electoral application with real world data is also considered.

在简单的游戏中,较大的联盟通常拥有更大的权力,但所有玩家是否都能有效地协调他们的努力?考虑这样一个投票场景:一个联合政府成立,但需要更多的选民来通过一项法案。新选民群体的凝聚力取决于所有新成员是否能够熟练地与现有参与者合作以确保法案的通过,或者是否形成追求独立替代方案的子群体,从而在新选民中产生对抗。本研究引入了两类合作指数——一种是相对指数,一种是绝对指数,后者的范围从- 1到1,以衡量代理对与其他参与者合作(积极时)或竞争(消极时)的偏好。这些指标与一个广义的群体值一起,提供了群体相关性和凝聚力的全面图景。讨论了与同类群指标的关系,并给出了适当的合作Banzhaf型和Shapley-Owen型指标。通过将我们的指数应用于顶点博弈和对称多数博弈,我们观察到合作和竞争经常相互平衡,导致Shapley-Owen和Banzhaf合作指数为空值。还考虑了具有真实世界数据的选举应用程序。
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引用次数: 0
New trends of combinatorial optimization and applications 组合优化及其应用的新趋势
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-17 DOI: 10.1007/s10479-025-06740-3
Imed Kacem, Safa Bhar Layeb, Nelson Maculan, A. Ridha Mahjoub
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引用次数: 0
An integrated model for analysis of risks in outsourcing to third-party for sustainable reverse logistics implementation by SMEs 中小企业实施可持续逆向物流的第三方外包风险分析集成模型
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-16 DOI: 10.1007/s10479-025-06725-2
Shiwani Sharma, Devika Kannan, Jyoti Dhingra Darbari, P. C. Jha, Chunguang Bai, Mark Christhian Barrueta Pinto

Reverse logistics (RL) creates a number of opportunities for electronic equipment manufacturing enterprises and helps to augment the sustainability of a supply chain (SC). In India, outsourcing to Third Party Reverse Logistics Providers (3PRLPs) is a prominent initiative for a successful RL business model. However, small and mid-size enterprises (SMEs) face a number of risks in outsourcing RL activities. In this context, this study fills the literature gap by identifying and analysing the risk factors associated with outsourcing to 3PRLPs by SMEs in electronics sectors in India for a successful and sustainable reverse supply chain (RSC). Initially, 30 risk factors in the context of RL outsourcing are identified and clustered into 6 risk categories, namely “relationship and competence risks”, “economic risks”, “operational risks”, “organizational risks”, “social risks”, and “environmental risks”. Then, a weighted influence non-linear gauge system (WINGS) is used to understand the level of importance of each risk category and, simultaneously, they are also classified in cause and result groups. Similarly, risk factors within each risk category are evaluated. The findings indicate that SMEs in the electronics sector in India encounter several risks in outsourcing RL activities like uncertainty in returns, financial burden, stiff competitions, 3PRLP opportunism, and many more. Hence, an immediate intervention is recommended for SMEs in the electronics sector in India to overcome the risk factors under the “economic” and “relationship and competence” risk categories to implement sustainable and business efficient RL through outsourcing to 3PRLP. The implications drawn from the study will guide the RL team experts of SMEs to deal with risks in the course of outsourcing to 3PRLP.

逆向物流(RL)为电子设备制造企业创造了许多机会,并有助于增强供应链(SC)的可持续性。在印度,外包给第三方逆向物流提供商(3prlp)是一个成功的RL商业模式的突出举措。然而,中小企业(SMEs)在外包RL活动中面临着许多风险。在此背景下,本研究通过识别和分析与印度电子行业中小企业外包给3prlp相关的风险因素来填补文献空白,以实现成功和可持续的逆向供应链(RSC)。首先,识别了RL外包环境中的30个风险因素,并将其归纳为6类风险,即“关系与能力风险”、“经济风险”、“操作风险”、“组织风险”、“社会风险”和“环境风险”。然后,使用加权影响非线性测量系统(WINGS)来了解每个风险类别的重要程度,同时,它们也被划分为原因组和结果组。同样,评估每个风险类别中的风险因素。研究结果表明,印度电子行业的中小企业在外包RL活动中遇到了一些风险,如回报的不确定性、财务负担、激烈的竞争、3PRLP机会主义等等。因此,建议印度电子行业的中小企业立即采取干预措施,以克服“经济”和“关系和能力”风险类别下的风险因素,通过外包给3PRLP实施可持续和业务高效的RL。研究结果可为中小企业的RL团队专家提供指引,帮助他们在将服务外包给3PRLP的过程中应对风险。
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引用次数: 0
Exploration of applications with ChatGPT for green supply chain management 探讨ChatGPT在绿色供应链管理中的应用
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-15 DOI: 10.1007/s10479-025-06713-6
Linjiang Zhou, Xiaochuan Shi, Zepeng Wang, Chao Ma, Lihua Gao

Driven by the critical global climate, developing green supply chains has become an essential goal for companies. Artificial Intelligence (AI) techniques like ChatGPT have experienced tremendous development in recent years, and the AI content generation techniques have reached a new stage of application. While ChatGPT has made significant contributions to the fields of mass media, computer science, education and others, there is limited research on its application in the supply chain management. Therefore, this research aims to explore the management capabilities of green supply chain by proposing a new application framework for ChatGPT. In this study, empirical data were collected from 215 listed companies in China. By employing ChatGPT to analyse these data and comparing with benchmark statistical analysis methods, this paper reveals the significant potential of ChatGPT in green supply chain management. The empirical analysis results demonstrated that ChatGPT could assist companies in green assessment of internal supply chains and provide management suggestions by exploring green data, and thus assist companies to achieve more efficient green supply chain management. This study provided preliminary application attempts and validated the effectiveness of ChatGPT, which might encourage companies to consider the introduction of ChatGPT-liked large language models in green supply chain management to further promote the construction of green supply chains. Furthermore, this study explored potential research topics of ChatGPT in green supply chain management and seeks to help researchers to develop further research in this topic.

在严峻的全球气候驱动下,发展绿色供应链已成为企业的重要目标。ChatGPT等人工智能技术近年来得到了巨大的发展,人工智能内容生成技术也进入了一个新的应用阶段。虽然ChatGPT在大众传媒、计算机科学、教育等领域做出了重大贡献,但其在供应链管理中的应用研究有限。因此,本研究旨在通过提出ChatGPT的新应用框架来探索绿色供应链的管理能力。本研究的实证数据来自215家中国上市公司。通过使用ChatGPT对这些数据进行分析,并与基准统计分析方法进行比较,本文揭示了ChatGPT在绿色供应链管理中的巨大潜力。实证分析结果表明,ChatGPT可以帮助企业对内部供应链进行绿色评估,并通过挖掘绿色数据提供管理建议,从而帮助企业实现更高效的绿色供应链管理。本研究提供了初步的应用尝试,验证了ChatGPT的有效性,可以鼓励企业考虑在绿色供应链管理中引入类似ChatGPT的大型语言模型,进一步推动绿色供应链的建设。此外,本研究还探索了ChatGPT在绿色供应链管理中的潜在研究课题,并试图帮助研究者在该课题上开展进一步的研究。
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引用次数: 0
A position value for multigraphs 多图的位置值
IF 4.5 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2025-07-15 DOI: 10.1007/s10479-025-06719-0
E. Gavilán, C. Manuel, D. Martín

Multicommunication is one of the methods at our disposal to address the significant challenges of reliability and latency in today’s communications. This paper presents a game-theoretical analysis of multicommunication, where we assume that players in a TU-game are restricted in their communication by a multigraph, whose links may or may not have limitations on capacity, frequency, or transmission speed. We generalize the classical position value defined for graph games to assess the importance of different communication providers. Extending to this context the classical properties of component efficiency and balanced link contributions we can characterize the new value. For a wide variety of multicommunications including but not limited to all those where the connections are in series or parallel, the value can be characterized by substituting balanced link contributions for the more restrictive balanced link pack contributions. In the case of limitations in capacity, parallel characterizations are obtained in which component efficiency must be substituted by a certain inefficiency that takes these limitations into account.

多通信是解决当今通信中可靠性和延迟的重大挑战的方法之一。本文提出了多通信的博弈论分析,其中我们假设tu游戏中的玩家在通信中受到多图的限制,其链接可能有或没有容量,频率或传输速度的限制。我们概括了图形游戏中定义的经典位置值,以评估不同通信提供者的重要性。将组件效率和平衡链接贡献的经典属性扩展到这种情况下,我们可以描述新的值。对于各种各样的多通信,包括但不限于连接为串联或并联的所有通信,所述值可以通过用更严格的平衡链路包贡献替换平衡链路贡献来表征。在容量限制的情况下,获得并行特性,其中组件效率必须被考虑到这些限制的某种低效率所取代。
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引用次数: 0
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Annals of Operations Research
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