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The impact of information about last customer’s decision on the join-or-balk dilemma in a queueing system 上一位顾客的决定信息对排队系统中加入或逡巡困境的影响
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-09 DOI: 10.1007/s10479-024-06262-4
Antonis Economou

Strategic customer behavior regarding the join-or-balk dilemma in queueing systems has been studied intensively under various kinds of information structures. The majority of these studies focus on the observable and the unobservable cases, where an arriving customer observes or does not observe, respectively, the number of present customers before making her decision. An important finding is that more information does not always improve customers’ and/or the administrator’s benefits and may result to a deterioration of a system. Therefore, intermediate information structures have been proposed that bridge the two extreme cases: partially observable models, models with delayed observations, alternating observable models etc. All these structures revolve around the idea that the administrator of a service system should control somehow the information about the state of the system, which is usually the number of present customers. In this paper we consider a new mechanism which consists in informing customers about other customers’ decisions. Such a mechanism helps customers to coordinate themselves and possibly leads to better outcomes. To present this idea in the simplest possible framework we consider the M/M/1 queue with strategic customers that face the join-or-balk dilemma and assume that each arriving customer is informed about the decision of the most recent arrival. We show that this system outperforms the observable and unobservable systems for certain ranges of the parameters. Moreover, the effective arrival process is more regular, a fact that improves several performance measures of the system.

在各种信息结构下,有关排队系统中 "加入或逡巡 "困境的顾客策略行为已经得到了深入研究。这些研究大多集中在可观察和不可观察的情况下,即到达的顾客在做出决定前分别观察或不观察现有顾客的数量。一个重要的发现是,更多的信息并不总是能提高顾客和/或管理者的利益,反而可能导致系统的恶化。因此,人们提出了一些中间信息结构来弥补这两种极端情况:部分可观测模型、延迟观测模型、交替可观测模型等。所有这些结构都围绕着一个想法,即服务系统的管理者应该以某种方式控制有关系统状态的信息,通常是现有客户的数量。在本文中,我们将考虑一种新的机制,即向客户通报其他客户的决定。这种机制有助于客户自我协调,并可能带来更好的结果。为了在最简单的框架内呈现这一想法,我们考虑了具有战略客户的 M/M/1 队列,该队列面临着加入或拒绝的困境,并假设每个到达的客户都会被告知最近到达的客户的决定。我们的研究表明,在某些参数范围内,该系统优于可观测系统和不可观测系统。此外,有效的到达过程更有规律,这一事实改善了系统的多项性能指标。
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引用次数: 0
Benchmarking in data envelopment analysis: balanced efforts to achieve realistic targets 数据包络分析中的基准:实现现实目标的平衡努力
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-09 DOI: 10.1007/s10479-024-06216-w
Hernán P. Guevel, Nuria Ramón, Juan Aparicio

The minimum distance models have undoubtedly represented a significant advance for the establishment of targets in Data Envelopment Analysis (DEA). These models may help in defining improvement plans that require the least overall effort from the inefficient Decision Making Units (DMUs). Despite the advantages that come with Closest Targets, in some cases unsatisfactory results may be given, since improvement plans, even in that context, differ considerably from the actual performances. This generally occurs because all the effort employed to reach the efficient DEA frontier is channeled into just a few variables. In certain contexts these exorbitant efforts in some inputs/outputs become unapproachable. In fact, proposals for sequential improvement plans can be found in the literature. It could happen that the sequential improvement plans continue to be so demanding in some variable that it would be difficult to achieve such targets. We propose an alternative approach where the improvement plans require similar efforts in the different variables that participate in the analysis. In the absence of information about the limitations of improvement in the different inputs/outputs, we consider that a plausible and conservative solution would be the one where an equitable redistribution of efforts would be possible. In this paper, we propose different approaches with the aim of reaching an impartial distribution of efforts to achieve optimal operating levels without neglecting the overall effort required. Therefore, we offer different alternatives for planning improvements directed towards DEA efficient targets, where the decision-maker can choose the one that best suits their circumstances. Moreover, and as something new in the benchmarking DEA context, we will study which properties satisfy the targets generated by the different models proposed. Finally, an empirical example used in the literature serves to illustrate the methodology proposed.

在数据包络分析(DEA)中,最小距离模型无疑是确定目标的一大进步。这些模型有助于确定改进计划,使效率低下的决策单元(DMU)所需的总体努力最小。尽管 "最接近目标 "有其优势,但在某些情况下,其结果可能并不令人满意,因为即使在这种情况下,改进计划也与实际绩效相差甚远。出现这种情况的原因通常是,为了达到有效的 DEA 边界,所有的努力都集中在了少数几个变量上。在某些情况下,为某些投入/产出所付出的巨大努力是无法实现的。事实上,在文献中可以找到关于顺序改进计划的建议。可能出现的情况是,顺序改进计划对某些变量的要求仍然很高,以至于很难实现这些目标。我们提出了另一种方法,即改进计划要求参与分析的不同变量做出类似的努力。在缺乏有关不同投入/产出的改进局限性的信息的情况下,我们认为一个合理而保守的解决方案是可以公平地重新分配努力的方案。在本文中,我们提出了不同的方法,目的是在不忽视所需总体努力的情况下,实现公平的努力分配,以达到最佳运营水平。因此,我们提供了针对 DEA 有效目标的不同改进规划方案,决策者可以选择最适合自身情况的方案。此外,作为基准 DEA 的新内容,我们还将研究哪些属性能够满足所提出的不同模型生成的目标。最后,文献中使用的一个经验实例将对所提出的方法进行说明。
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引用次数: 0
A hybrid genetic algorithm with an adaptive diversity control technique for the homogeneous and heterogeneous dial-a-ride problem 针对同质和异质拨号乘车问题的混合遗传算法与自适应分集控制技术
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-09 DOI: 10.1007/s10479-024-06194-z
Somayeh Sohrabi, Koorush Ziarati, Morteza Keshtkaran

Dial-a-Ride Problem (DARP) is one of the classic routing problems with pairing and precedence constraints. Due to these types of constraints, it is quite challenging to design an efficient evolutionary algorithm for solving this problem. In this paper, a genetic algorithm in combination with a variable neighborhood descent procedure is suggested to solve the DARP. This algorithm, which is called Hybrid Genetic Algorithm (HGA), is independent of any repairing procedure or user-defined penalty factors. Instead, it uses the constraint dominance principle with respect to the number of unserved requests. Our algorithm employs an adaptive population management technique which takes into account not only the quality of solutions but also their contribution in the diversity level. To do so efficiently, this population management technique utilizes a simple arc-based representation for the DARP solutions. A route-based crossover procedure known as Route Exchange Crossover is used in the HGA. This crossover method is thoroughly compared with five other crossover techniques including a new one called Block Exchange Crossover. The HGA produces competitive solutions in comparison with the state-of-the-art methods for tackling the DARP and Heterogeneous DARP (H-DARP). It obtains the optimal solutions of all the small and medium size standard instances of the DARP and finds new best results for two large ones with unknown optimal solutions. Moreover, for 12 out of 24 new instances of the H-DARP, the best known solutions are improved using the HGA.

拨号乘车问题(DARP)是具有配对和优先级约束的经典路由问题之一。由于存在这些类型的约束,设计一种高效的进化算法来解决这一问题是相当具有挑战性的。本文提出了一种结合可变邻域下降程序的遗传算法来解决 DARP 问题。这种算法被称为混合遗传算法(HGA),与任何修复过程或用户定义的惩罚因子无关。相反,它使用了与未服务请求数量相关的约束支配原则。我们的算法采用自适应种群管理技术,不仅考虑到解决方案的质量,还考虑到它们对多样性水平的贡献。为了高效地实现这一目标,该种群管理技术采用了一种简单的基于弧的 DARP 解决方案表示法。HGA 中使用了一种基于路径的交叉程序,即路径交换交叉。我们将这种交叉方法与其他五种交叉技术(包括一种名为 "区块交换交叉 "的新技术)进行了深入比较。与处理 DARP 和异构 DARP(H-DARP)的最先进方法相比,HGA 能产生有竞争力的解决方案。它获得了 DARP 所有中小型标准实例的最优解,并为两个未知最优解的大型实例找到了新的最佳结果。此外,在 H-DARP 的 24 个新实例中,有 12 个实例的已知最佳解决方案通过 HGA 得到了改进。
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引用次数: 0
On generating functions to compute some power measures for weighted majority games 关于生成函数以计算加权多数人博弈的一些功率测量值
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-09 DOI: 10.1007/s10479-024-06191-2
L. M. Armijos-Toro, J. M. Alonso-Meijide, M. A. Mosquera, A. Saavedra-Nieves

In this paper we introduce new procedures, based on generating functions, for calculating some power measures for weighted majority games. In particular, we present methods for computing the Johnston index and the Colomer–Martínez measure. Besides, we introduce a new power measure that combines the principles underlying the Johnston index and Colomer–Martínez measure as well as a procedure for computing it using generating functions. Finally, we introduce the new R package powerindexR and describe its capabilities to compute some power measures by means of generating functions. We illustrate its performance with a real example.

在本文中,我们介绍了基于生成函数的新程序,用于计算加权多数人博弈的一些力量度量。特别是,我们提出了计算约翰斯顿指数和科洛默-马丁内斯度量的方法。此外,我们还介绍了一种结合了约翰斯顿指数和科洛默-马丁内斯度量基本原理的新权重度量,以及使用生成函数计算该度量的程序。最后,我们介绍了新的 R 软件包 powerindexR,并描述了其通过生成函数计算某些幂级数的功能。我们用一个真实的例子来说明它的性能。
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引用次数: 0
Modelling a storage system of a wind farm with a ramp-rate limitation: a semi-Markov modulated Brownian bridge approach 具有斜率限制的风电场储能系统建模:半马尔可夫调制布朗桥方法
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-06 DOI: 10.1007/s10479-024-06236-6
Abel Azze, Guglielmo D’Amico, Bernardo D’Auria, Salvatore Vergine

We propose a new methodology to simulate the discounted penalty applied to a wind-farm operator by violating ramp-rate limitation policies. It is assumed that the operator manages a wind turbine plugged into a battery, which either provides or stores energy on demand to avoid ramp-up and ramp-down events. The battery stages, namely charging, discharging, or neutral, are modeled as a semi-Markov process. During each charging/discharging period, the energy stored/supplied is assumed to follow a modified Brownian bridge that depends on three parameters. We prove the validity of our methodology by testing the model on 10 years of real wind-power data and comparing real versus simulated results.

我们提出了一种新方法来模拟风电场运营商因违反斜率限制政策而受到的贴现惩罚。假设运营商管理的风力涡轮机插在电池上,电池按需提供或储存能量,以避免斜率上升和斜率下降事件。电池阶段,即充电、放电或中性,被模拟为半马尔可夫过程。在每个充电/放电阶段,存储/供应的能量被假定为遵循一个取决于三个参数的修正布朗桥。我们用 10 年的真实风力发电数据对模型进行了测试,并将真实结果与模拟结果进行了比较,从而证明了我们方法的有效性。
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引用次数: 0
Insurance coverage and environmental risk in an evolutionary oligopoly 演化寡头垄断中的保险范围和环境风险
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-06 DOI: 10.1007/s10479-024-06240-w
Ilaria Colivicchi, Gianluca Iannucci

This paper studies the evolution of an oligopoly market where two types of companies, brown and green, are present. Green firms adopt a less polluting technology that allows a reduction in emissions. We want to investigate the possibility of an environmental-friendly transition where insurance can give its support to cover the (endogenous) climate change loss. The model is composed of two parts. We analyze a two-stages game in which the companies maximize their profits by choosing output in the first stage and insurance coverage in the second one. Then we develop an evolutionary game to endogenize the selection of being brown or green, according to the expected random profits. We derive analytically the dynamic regimes may arise and we perform a sensitivity analysis at the stable inner steady state, where firms coexist, changing the main key parameters to understand which ones may be strategic for an ecological transition.

本文研究了存在棕色和绿色两类公司的寡头垄断市场的演变。绿色企业采用污染较少的技术,可以减少排放。我们希望研究环境友好型转型的可能性,在这种转型中,保险可以提供支持,以弥补(内生的)气候变化损失。模型由两部分组成。我们分析了一个两阶段博弈,其中企业通过在第一阶段选择产量和在第二阶段选择保险范围来实现利润最大化。然后,我们开发了一个演化博弈,根据预期的随机利润,内生选择成为 "棕色 "或 "绿色"。我们通过分析推导出可能出现的动态制度,并在企业共存的稳定内部稳态下进行敏感性分析,改变主要关键参数,以了解哪些参数可能对生态转型具有战略意义。
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引用次数: 0
Correction: The impact of cultural differences on the success of elite labor migration—evidence from professional soccer 更正:文化差异对精英劳动力迁移成功的影响--来自职业足球的证据
IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-05 DOI: 10.1007/s10479-024-06234-8
Joost Bosker, Marc Gürtler
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引用次数: 0
Scenario-based stochastic model and efficient cross-entropy algorithm for the risk-budgeting problem 基于情景的随机模型和风险预算问题的高效交叉熵算法
IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-04 DOI: 10.1007/s10479-024-06227-7
M. Bayat, F. Hooshmand, S. A. MirHassani

Risk budgeting is one of the most recent and successful approaches for the portfolio selection problem. Considering mean-standard-deviation as a risk measure, this paper addresses the risk budgeting problem under the uncertainty of the covariance matrix and the mean vector, assuming that a finite set of scenarios is possible. The problem is formulated as a scenario-based stochastic programming model, and its stability is examined over real-world instances. Then, since investing in all available assets in the market is practically impossible, the stochastic model is extended by incorporating the cardinality constraint so that all selected assets have the same risk contribution while maximizing the expected portfolio return. The extended problem is formulated as a bi-level programming model, and an efficient hybrid algorithm based on the cross-entropy is adopted to solve it. To calibrate the algorithm’s parameters, an effective mechanism is introduced. Numerical experiments on real-world datasets confirm the efficiency of the proposed models and algorithm.

风险预算是最近成功解决投资组合选择问题的方法之一。考虑到均值-标准差是一种风险度量,本文假定可能存在一组有限的情景,探讨了协方差矩阵和均值向量不确定情况下的风险预算问题。该问题被表述为一个基于情景的随机编程模型,并考察了其在现实世界实例中的稳定性。然后,由于投资于市场上所有可用资产实际上是不可能的,因此通过加入 "万有引力 "约束对随机模型进行了扩展,从而使所有选定的资产具有相同的风险贡献,同时最大化预期投资组合收益。扩展后的问题被表述为一个双级编程模型,并采用基于交叉熵的高效混合算法来求解。为了校准算法参数,引入了一种有效的机制。在现实世界数据集上进行的数值实验证实了所提模型和算法的高效性。
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引用次数: 0
A comprehensive evaluation of constrained mean-expectile portfolios with short selling 全面评估带卖空功能的受限均值-期望值投资组合
IF 4.8 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-04 DOI: 10.1007/s10479-024-06224-w
Vrinda Dhingra, Amita Sharma, Shiv Kumar Gupta

Owing to its unique property of being both coherent and elicitable, expectile has recently been studied as an alternative risk measure to value-at-risk (({{,textrm{VaR},}})) and conditional value-at-risk (({{,textrm{CVaR},}})). Analogously, as a risk measure, it is defined as expectile value-at-risk (({{,textrm{EVaR},}})). This study proposes to enhance the Mean-({{,textrm{EVaR},}}) portfolio optimization model to incorporate short selling strategy. To assimilate different practical arrangements of a short-sale transaction, we analyze constraints such as proportional bounds, (l_1)-norm constraint, bounded budget, and turnover constraints. We conduct extensive in-sample and out-of-sample analyses using historical data of stocks from the CNX NIFTY 50 (India), Hang Seng (Hong Kong), FTSE 100 (UK), and DAX 100 (Germany) indices over 10 years using a rolling window strategy. While the (l_1)-norm constraint and the bounded budget help to restrict the total short-sale budget, the turnover constraint helps in tuning the portfolio turnover, thereby reducing the overall transaction cost. The empirical results highlight the benefits of choosing specific constraints to assist practical decision-making for the short-selling strategy in the proposed model. We further perform a comparative study of Mean-({{,textrm{EVaR},}}) model with the 1/n portfolio strategy and two popular portfolio optimization models, Mean-Variance and Mean-({{,textrm{CVaR},}}) under a similar setting and observe the financial benefit of the proposed model indicating its importance in investment practices.

由于其既连贯又可激发的独特属性,最近人们将期望值作为风险价值(value-at-risk)和条件风险价值(conditional value-at-risk)的替代风险度量进行了研究。类似地,作为一种风险度量,它被定义为预期风险价值(expectile value-at-risk (({textrm{EVaR},}}))。本研究建议改进 Mean- ({{textrm{EVaR},}})投资组合优化模型,将卖空策略纳入其中。为了适应卖空交易的不同实际安排,我们分析了一些约束条件,如比例约束、(l_1)-正态约束、有约束的预算和周转率约束。我们采用滚动窗口策略,使用 CNX NIFTY 50(印度)、恒生(香港)、富时 100(英国)和 DAX 100(德国)指数 10 年来的股票历史数据,进行了广泛的样本内和样本外分析。(l_1)-norm约束和有界预算有助于限制卖空预算总额,而成交量约束则有助于调整投资组合的成交量,从而降低整体交易成本。实证结果凸显了在拟议模型中选择特定约束来帮助卖空策略实际决策的好处。我们进一步对 1/n 投资组合策略下的 Mean- ({{textrm{EVaR},}})模型与两个流行的投资组合优化模型--Mean-Variance 和 Mean- ({{textrm{CVaR},}}--进行了比较研究,观察到了建议模型的财务效益,表明了它在投资实践中的重要性。
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引用次数: 0
Correction: A novel robust decomposition algorithm for a profit-oriented production routing problem with backordering, uncertain prices, and service level constraints 更正:一种新颖的鲁棒分解算法,适用于具有反向订购、不确定价格和服务水平约束条件的利润导向型生产路径问题
IF 4.4 3区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2024-09-04 DOI: 10.1007/s10479-024-06235-7
Tarik Zouadi, Kaoutar Chargui, Najlae Zhani, Vincent Charles, Raja Sreedharan V
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引用次数: 0
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Annals of Operations Research
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