European Journal of Operational Research最新文献

筛选
英文 中文
Bilevel optimization with sustainability perspective: A survey on applications 可持续性视角下的双层优化:应用调查
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-09-03 DOI: 10.1016/j.ejor.2025.08.051
Giulia Caselli, Manuel Iori, Ivana Ljubić
{"title":"Bilevel optimization with sustainability perspective: A survey on applications","authors":"Giulia Caselli, Manuel Iori, Ivana Ljubić","doi":"10.1016/j.ejor.2025.08.051","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.051","url":null,"abstract":"Bilevel optimization, a well-established field for modeling hierarchical decision-making problems, has recently intersected with sustainability studies and practices, resulting in a series of works focusing on bilevel optimization problems involving multiple decision makers with diverse economic, environmental, and social objectives. This survey offers a comprehensive overview of sustainable bilevel optimization applications. First, we introduce the main concepts related to the nature of bilevel optimization problems and present some typical mathematical formulations for bilevel pricing problems that cover many of the collected applications. Then, we review the most relevant works published in sustainable bilevel optimization, giving a classification based on the application domains and their association with well-known operations research problems, while briefly discussing the proposed solution methodologies. We survey applications on transportation and logistics, production planning and manufacturing, water, waste, and agriculture management, supply chains, and disaster prevention and response. Finally, we outline a list of open questions and opportunities for future research in this domain.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"24 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145059657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Power-gas infrastructure planning under weather-induced supply and demand uncertainties 供需不确定条件下的电力-天然气基础设施规划
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-09-02 DOI: 10.1016/j.ejor.2025.08.049
Rahman Khorramfar, Dharik Mallapragada, Saurabh Amin
{"title":"Power-gas infrastructure planning under weather-induced supply and demand uncertainties","authors":"Rahman Khorramfar, Dharik Mallapragada, Saurabh Amin","doi":"10.1016/j.ejor.2025.08.049","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.049","url":null,"abstract":"Implementing economy-wide decarbonization strategies based on decarbonizing the power grid via variable renewable energy (VRE) expansion and electrification of end-uses requires new approaches for energy infrastructure planning that consider, among other factors, weather-induced uncertainty in demand and VRE supply. An energy planning model that fails to account for these uncertainties can hinder the intended transition efforts to a low-carbon grid and increase the risk of supply shortage especially during extreme weather conditions. Here, we consider the generation and transmission expansion problem of joint power-gas infrastructure and operations planning under the uncertainty of both demand and renewable supply. We propose two distributionally robust optimization approaches based on moment (MDRO) and Wasserstein distance (WDRO) ambiguity sets to endogenize these uncertainties and account for the change in the underlying distribution of these parameters that is caused by the climate change, among other factors. Furthermore, our model considers the risk-aversion of the energy planners in the modeling framework via the conditional value-at-risk (CVaR) metric. An equivalent mixed-integer linear programming (MILP) reformulation of both modeling frameworks is presented, and a computationally efficient approximation scheme to obtain near-optimal solutions is proposed. We demonstrate the resulting DRO planning models and solution strategy via a New England case study under different levels of end-use electrification and decarbonization targets. Our experiments systematically explore different modeling aspects and compare the DRO models with stochastic programming (SP) results.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"17 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The stochastic location-routing problem with parallel truck–drone operations for humanitarian aid delivery 人道主义救援物资运送中卡车-无人机并行操作的随机定位路径问题
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-09-02 DOI: 10.1016/j.ejor.2025.08.057
Hannan Tureci-Isik, Melih Çelik, Ece Sanci
{"title":"The stochastic location-routing problem with parallel truck–drone operations for humanitarian aid delivery","authors":"Hannan Tureci-Isik, Melih Çelik, Ece Sanci","doi":"10.1016/j.ejor.2025.08.057","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.057","url":null,"abstract":"Timely response in the aftermath of a disaster is crucial to alleviate loss of life and suffering. Timeliness of relief may be hampered by road network disruptions caused by the disaster, such as damage to road segments or debris covering the roads. The use of drones simultaneously with trucks can potentially help overcome issues around network disruptions and achieve more timely delivery of post-disaster aid. In an effort to shed more light into this potential, we address the problem of network design for parallel truck–drone operations by depot location prior to the disaster and routing of the vehicles in its aftermath. We incorporate the uncertainty on network disruption by modelling this problem as a two-stage stochastic program, which proves computationally challenging to solve to optimality for real-life disaster scenarios. Consequently, we propose a tailored heuristic based on variable neighbourhood search to find high-quality solutions efficiently. Our computational results on randomly generated instances and a case study from the 2011 Van Earthquake in Turkiye demonstrate the effectiveness of the heuristic, the benefits of employing both trucks and drones, and the significance of accounting for uncertainties in pre-disaster planning.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing university restructuring for targeted knowledge output: A preliminary evaluation of Chinese university mergers incorporating preferences 面向定向知识输出的高校重组优化:我国高校并购偏好的初步评价
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-09-01 DOI: 10.1016/j.ejor.2025.08.062
Jiajia Zhao, Michael Vardanyan, Zhiyang Shen
{"title":"Optimizing university restructuring for targeted knowledge output: A preliminary evaluation of Chinese university mergers incorporating preferences","authors":"Jiajia Zhao, Michael Vardanyan, Zhiyang Shen","doi":"10.1016/j.ejor.2025.08.062","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.062","url":null,"abstract":"Chinese universities have experienced a significant wave of mergers since the late 1990s, raising questions about the impact of such consolidation on the knowledge output efficiency and economies of scale and scope in higher education. In this study, we propose a nonparametric model that takes into account specific output preferences during a preliminary evaluation of merger proposals. Additionally, our model addresses the challenges related to the existence of infeasible solutions that have been highlighted in related literature. Empirical analysis using a sample of Chinese research universities suggests that the current number of universities is below optimal in most provinces regardless of the type of knowledge outcome used to assess university performance. This suggests that further university mergers are unnecessary in these regions. However, multiple beneficial merger scenarios still exist in the provinces of Guizhou and Gansu. In Guizhou, some merger plans could lead to efficiency gains when scholarly publications are used as the knowledge outcome, while in Gansu, several consolidation scenarios show potential gains when research projects serve as outputs. Moreover, we found evidence of widespread diseconomies of scale across most merger scenarios along with relatively modest economies of scope within these two provinces.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"131 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Relative Distance-based Scalarization Scheme using Reference Levels 一种基于参考水平的相对距离尺度化方案
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-09-01 DOI: 10.1016/j.ejor.2025.09.001
Elena Bárcena-Martín, Francisca García-Pardo, Mariano Luque, Ana B. Ruiz, Francisco Ruiz
{"title":"A Relative Distance-based Scalarization Scheme using Reference Levels","authors":"Elena Bárcena-Martín, Francisca García-Pardo, Mariano Luque, Ana B. Ruiz, Francisco Ruiz","doi":"10.1016/j.ejor.2025.09.001","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.09.001","url":null,"abstract":"When variables measured in different units are used to analyze a given phenomenon, it is usually necessary to scale these variables in order to bring all of them down to a common scale. This allows their subsequent aggregation into a single measurement. This is the case, for example, of the processes of constructing composite indicators from a system of simple indicators. One way to perform this scaling is through distance-based schemes, used when reference levels are available for the different variables, which allow defining different performance bands. In these cases, the scaling function is often called the achievement scalarizing function. However, the linear nature of the achievement scalarizing function employed so far implies that the achievement level of each entity is scalarized in absolute terms, that is, considering their absolute distance to the reference levels, without considering the distribution of achievement values across all considered entities. In this paper, we propose a new achievement scalarizing function based on reference levels. This new function encompasses formulations that allow for the inclusion of relative assessments. Thus, we seek to broaden the application scope of distance-based scalarizations to analyze societal aspects where it is crucial to compare the performances of the entities not only with respect to the reference levels, but also with respect to the performances achieved by other entities. Finally, since absolute or relative measures may be required for different values when scaling the same variable, we propose a more general hybrid scheme that allows the combination of both schemes.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"31 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Productivity dynamics, innovation and endogeneity: A semiparametric stochastic frontiers approach 生产力动态、创新和内生性:半参数随机前沿方法
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-08-31 DOI: 10.1016/j.ejor.2025.08.028
Fikru K. Alemayehu, Kai Sun, Subal C. Kumbhakar
{"title":"Productivity dynamics, innovation and endogeneity: A semiparametric stochastic frontiers approach","authors":"Fikru K. Alemayehu, Kai Sun, Subal C. Kumbhakar","doi":"10.1016/j.ejor.2025.08.028","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.028","url":null,"abstract":"This research investigates how innovation influences productivity and technical efficiency in the service industry. We apply a novel approach that addresses endogeneity and heterogeneity of environmental variables in the semiparametric smooth coefficient stochastic frontier model framework. For this purpose, we use instruments such as market channels, collaborative innovation efforts, public subsidies, and spending on innovation. Our study relies on data from the Community Innovation Survey (CIS) and corporate financial records spanning from 2003 to 2020 in Norway. The findings show a U-shaped direct influence of innovation on productivity (i.e., through total factor productivity), complemented by positive indirect effects (i.e, via inputs) and negative impacts on the efficiency of firms within the Norwegian service sector. The research highlights the diverse impact of innovation across firms and sectors within the service industry, revealing significant heterogeneity in its effects. These findings are crucial for managers and policymakers who want to promote innovation, enhance productivity and efficiency in services, and stimulate innovation-driven growth.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"50 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward organ shortage resilient allocation policies using real-time queueing models for liver transplantation 基于实时排队模型的肝移植器官短缺弹性分配策略研究
IF 6 2区 管理学
European Journal of Operational Research Pub Date : 2025-08-30 DOI: 10.1016/j.ejor.2025.07.030
Thomas Masanet, Benoît Audry, Christian Jacquelinet, Pascal Moyal
{"title":"Toward organ shortage resilient allocation policies using real-time queueing models for liver transplantation","authors":"Thomas Masanet,&nbsp;Benoît Audry,&nbsp;Christian Jacquelinet,&nbsp;Pascal Moyal","doi":"10.1016/j.ejor.2025.07.030","DOIUrl":"10.1016/j.ejor.2025.07.030","url":null,"abstract":"<div><div>We report in this paper on the potential interest of real-time queueing models to optimize organ allocation policies. We especially focus on building organ shortage resilient policies in terms of equity, as we experienced differential impact of the COVID epidemic organ shortage on transplant access, according to the cause of liver failure. Patient’s death on the waiting list or dropout for being too sick, resulting from the absence of a timely available organ, is chosen as the main equity metric. Results obtained with the composite allocation score used in France is challenged against the so-called Early Simulated Deadline First (ESDF) real-time queueing discipline, under increasing levels of organ shortage, by extensive simulations. The ESDF policy is a variant of the well-know Earliest Deadline First (EDF) policy, which was shown as optimal in various contexts in the queueing literature. In the present case, the time to the deadline represents the remaining life duration of patients — which is of course unknown. So we propose to simulate a fictional life-duration, and give priority to the earliest simulated deadline. This leads to a simple and comprehensive representation of the system at hand by a Markov process. Our simulation results clearly show that the ESDF policy allows to maintain equity between indications, conversely to the scoring policy, which was not resilient to increasing levels of organ shortage.</div></div>","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"328 3","pages":"Pages 1054-1067"},"PeriodicalIF":6.0,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145289950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strategic inventory of original products amid new product launches 在新产品发布期间对原产品进行战略性库存
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-08-30 DOI: 10.1016/j.ejor.2025.08.052
Chenglin Ma, Hubert Pun, Ruiqing Zhao
{"title":"Strategic inventory of original products amid new product launches","authors":"Chenglin Ma, Hubert Pun, Ruiqing Zhao","doi":"10.1016/j.ejor.2025.08.052","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.052","url":null,"abstract":"Some suppliers adopt a single rollover strategy to periodically introduce new or updated products while phasing out the original versions; however, their retailers may strategically carry the discontinued old products after the launch of the new product. This paper demonstrates the interaction between <ce:italic>product innovation</ce:italic> and <ce:italic>strategic inventory</ce:italic> in a bilateral monopoly framework. We model a supplier that sequentially sells two product versions (original and updated) to a retailer in two periods. The supplier determines the innovation level of updated products, and the retailer may carry original products which are exclusively supplied in period 1 to period 2. We find that increased inventory holding costs, which reduce the retailer's incentive to stock the original product, may negatively impact innovation for the updated product but benefit the supply chain members. In addition, due to the supplier’s ability to innovate, the retailer's strategic inventory leads to an uncommon lose-lose situation for both the supplier and the retailer when the inventory holding cost is high, a result which deviates from the strategic inventory literature. Our research suggests that policymakers should use appropriate inventory taxes and subsidies to maintain moderate inventory holding costs in order to foster innovation. Moreover, suppliers should strategically manage retailer inventory costs through customized storage and subsidy contracts to maximize profitability. Lastly, to avoid the lose-lose scenario caused by strategic inventory, supply chain members should consider arranging prior commitments to not hold inventory or employ the use of Vendor Managed Inventory (VMI).","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"28 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Import duty payment options for the parallel import channel: Duty-inclusive strategy versus duty-recovery strategy 平行进口渠道的进口关税支付选择:含税策略与返税策略
IF 6.4 2区 管理学
European Journal of Operational Research Pub Date : 2025-08-29 DOI: 10.1016/j.ejor.2025.08.017
Li Hu, Qin Zhou, Li Wang, Xiangyu Zhou
{"title":"Import duty payment options for the parallel import channel: Duty-inclusive strategy versus duty-recovery strategy","authors":"Li Hu, Qin Zhou, Li Wang, Xiangyu Zhou","doi":"10.1016/j.ejor.2025.08.017","DOIUrl":"https://doi.org/10.1016/j.ejor.2025.08.017","url":null,"abstract":"Many multinational manufacturers are expanding cross-border markets via authorized resale and parallel import channels. Unlike purchases made through authorized resale channels, consumers opting for parallel import channels encounter lower prices but face import duty issues and extended waiting times. Two primary payment strategies are typically adopted in parallel import channels to address import duties: one charges consumers the retail price along with import duties upfront (known as the duty-inclusive strategy), while the other charges only the retail price, with import duties pursued by Customs if the products are inspected (defined as the duty-recovery strategy). Despite its practical significance, this issue remains underexplored in the literature. This study develops a game-theoretic model to investigate the impact of duty payment strategies on dual-channel competition. Our analysis yields three main findings. First, a parallel importer will adopt the duty-recovery strategy when the additional waiting time due to back duties is limited. This strategy can ease price competition between the two channels, resulting in a joint increase in retail prices. Second, when the additional waiting time is moderate, the duty-inclusive strategy can benefit the parallel importer, authorized retailer, and manufacturer simultaneously. Third, the duty-recovery strategy enables consumers to potentially evade import duties, which results in a loss of government tariff revenue and, in most cases, a reduction in overall consumer surplus. To address this issue, this paper proposes a punitive tariff mechanism designed to induce parallel importers to abandon the duty-recovery strategy.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"130 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145009222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A primal–dual policy iteration algorithm for constrained Markov decision processes 约束马尔可夫决策过程的一种原始对偶策略迭代算法
IF 6 2区 管理学
European Journal of Operational Research Pub Date : 2025-08-28 DOI: 10.1016/j.ejor.2025.08.038
Zeyu Liu , Xueping Li , Anahita Khojandi
{"title":"A primal–dual policy iteration algorithm for constrained Markov decision processes","authors":"Zeyu Liu ,&nbsp;Xueping Li ,&nbsp;Anahita Khojandi","doi":"10.1016/j.ejor.2025.08.038","DOIUrl":"10.1016/j.ejor.2025.08.038","url":null,"abstract":"<div><div>The solution algorithms of Constrained Markov Decision Process (CMDP), a widely adopted model for sequential decision-making, have been intensively studied in the literature. Despite increasing effort, the Linear Programming (LP) formulation of CMDP remains the dominant exact method that leads to the optimal solution without constraint violations. However, the LP formulation is computationally inefficient due to the curse of dimensionality in CMDP state and action spaces. In this study, we introduce a novel policy iteration method for CMDP, based on decomposition and row-generation techniques. We design a Primal–Dual Policy Iteration (PDPI) algorithm that utilizes state values and Lagrangian multipliers to improve randomized stationary policies in an iterative fashion. We analytically show that upon convergence, PDPI produces the optimal solution for CMDP. An upper bound of the convergence iterations is also given. To validate the algorithm performance, we conduct comprehensive computational experiments on six benchmarking problems curated from the literature. Results show that PDPI outperforms conventional methods considerably, improving the total algorithm runtime by up to 89.19%. The improvement becomes more significant as the problem size grows larger. We further provide insights and discuss the impact of the developed method.</div></div>","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":"328 1","pages":"Pages 174-188"},"PeriodicalIF":6.0,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144923968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信