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International Journal of Multicriteria Decision Making最新文献

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A strategic model for selecting the location of furniture factories: a case of the study of furniture 家具工厂区位选择的战略模型——以家具为例
Q4 Business, Management and Accounting Pub Date : 2015-03-11 DOI: 10.1504/IJMCDM.2015.067939
M. Azizi, N. Mohebbi, R. M. Gargari, M. Ziaie
Selecting the best place for a factory among some proposed locations based on various indices is a decision-making multi-criteria issue. This issue is one of the most critical steps in establishing the factory since the results of this decision will have economically, socially, environmentally and technologically significant effects in the long-run. Selecting the most appropriate provinces for establishing new manufacturing units of wooden furniture in Iran is the purpose of this study. Effective indicators in the location of the furniture industry were identified and a hierarchy was constructed based on five major groups of criteria. The weight of the indicators was then established by analytical hierarchy process. The amounts of the indicators with regard to alternatives were obtained from factories in public and private sectors. These weights were employed in TOPSIS to rank the alternatives. Finally, the potential provinces were identified according to the priorities obtained by this technique. The results indicated that Qom, Tehran and Razavi Khorasan provinces were the best priorities for establishing furniture industry plants.
基于各种指标,在众多建厂选址中选择最佳建厂地点是一个多准则决策问题。这个问题是建立工厂最关键的步骤之一,因为从长远来看,这个决定的结果将对经济、社会、环境和技术产生重大影响。选择最合适的省份在伊朗建立新的木制家具制造单位是本研究的目的。确定了家具行业选址的有效指标,并根据五组主要标准构建了层次结构。采用层次分析法确定了各指标的权重。关于替代品的指标数量是从公共和私营部门的工厂获得的。在TOPSIS中使用这些权重对备选方案进行排名。最后,根据该方法得到的优先级,确定了潜在省份。结果表明,库姆、德黑兰和拉扎维呼罗珊省是建立家具工业工厂的最佳优先事项。
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引用次数: 9
A comparative analysis of Greek universities' presence on the World Wide Web using an analytical MCDM methodology 使用分析性MCDM方法对希腊大学在万维网上的存在进行比较分析
Q4 Business, Management and Accounting Pub Date : 2014-09-16 DOI: 10.1504/IJMCDM.2014.064794
V. Kostoglou, J. Papathanasiou, O. Moschidis, Paraskevi Ladopoulou
Greek universities are currently in a transition state, as a new bill has been voted by the parliament trying to focus on lasting problems tormenting Greek higher level education; the implementation of the new law creating a strong reaction from part of the academic community. What is more, globalisation has increased competition and academia is now called upon to operate in an international environment facing other well established and prestigious institutions. It is in this context that Web 2 technologies widely available today offer a framework that allow academic institutions to increase their extraversion and reach a wider public; wikis, forums and e-learning platforms to name a few of these technologies. This paper attempts to offer a convincing answer to the ability of the Greek universities, operating in an unfavourable environment with many obstacles, to exploit what Web 2 has to offer; to also assess their readiness to integrate the new technologies and face the competition directly. The analytic hierarchy process (AHP) was used for a comparative analysis of the online presence of Greek universities, and the results can prove to be a helpful tool for website creators and academia administration in order to improve their services.
希腊的大学目前处于过渡状态,议会投票通过了一项新法案,旨在解决困扰希腊高等教育的长期问题;新法律的实施引起了部分学术界的强烈反应。更重要的是,全球化加剧了竞争,学术界现在被要求在一个国际环境中运作,面对其他久负盛名的机构。正是在这种背景下,今天广泛使用的Web 2技术提供了一个框架,使学术机构能够增加他们的外向性并接触到更广泛的公众;维基、论坛和电子学习平台等等。本文试图提供一个令人信服的答案,希腊大学的能力,在一个不利的环境与许多障碍,利用Web 2所提供的;评估企业整合新技术和直接面对竞争的准备情况。本文采用层次分析法(AHP)对希腊大学的在线表现进行了比较分析,其结果可以证明是网站创建者和学术管理部门改善其服务的有用工具。
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引用次数: 8
Multicriteria design of composite pressure vessels 复合压力容器的多准则设计
Q4 Business, Management and Accounting Pub Date : 2014-09-16 DOI: 10.1504/IJMCDM.2014.064801
R. Statnikov, S. Gavriushin, M. Dang, A. Statnikov
Design of composite pressure vessels is characterised by multiple contradictory performance criteria, such as winding on the heads, dimension, volume, and weight. Statement and solution of such problems requires search for compromise solutions and consideration of multiple criteria simultaneously. Therefore, single-criterion approaches are generally not applicable. The paper presents a multicriteria methodology for search for feasible and Pareto optimal solutions for the design of composite pressure vessels. The methodology is based on the parameter space investigation (PSI) method. The PSI method is implemented in the multicriteria optimisation and vector identification (MOVI) software system. Using the above tools, this work provides a numerical example of statement and solution of the problem of multicriteria design of composite pressure vessels.
复合材料压力容器的设计具有多个相互矛盾的性能标准,如封头缠绕、尺寸、体积和重量等。这类问题的表述和解决需要寻求折衷的解决方案,同时考虑多种标准。因此,单标准方法一般不适用。针对复合材料压力容器的设计问题,提出了一种寻找可行解和帕累托最优解的多准则方法。该方法基于参数空间调查(PSI)方法。在多准则优化与向量识别(MOVI)软件系统中实现了PSI方法。利用上述工具,本文为复合材料压力容器多准则设计问题的表述和求解提供了一个数值实例。
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引用次数: 13
On the use of valued action profiles for relational multi-criteria clustering 关系型多准则聚类中值动作轮廓的应用
Q4 Business, Management and Accounting Pub Date : 2014-09-16 DOI: 10.1504/IJMCDM.2014.064796
Stefan Eppe, Julien Roland, Y. D. Smet
Clustering techniques aim at eliciting hidden structures of a dataset by partitioning it into groups of similar elements. We will focus on the special case of relational clustering, where the similarity is based on relations that exist between elements rather than on their respective intrinsic features. As will be shown, particular attention has to be paid when applying a relational approach to the context of multi-criteria decision making. This paper introduces the concept of valued action profiles, a formalism for handling elements that are defined by pairwise valued outranking relations. For our experimental study, we then integrate these profiles into an adapted k-means algorithm that returns a relational partition. Results on both artificial and real datasets show that the use of the proposed method leads to meaningful relational partitions.
聚类技术旨在通过将数据集划分为相似元素的组来引出数据集的隐藏结构。我们将重点关注关系聚类的特殊情况,其中相似性是基于元素之间存在的关系,而不是基于它们各自的内在特征。正如将显示的那样,在将关系方法应用于多标准决策上下文中时,必须特别注意。本文介绍了有值动作轮廓的概念,这是一种处理由两两有值超越关系定义的元素的形式化方法。在我们的实验研究中,我们将这些配置文件整合到一个自适应的k-means算法中,该算法返回一个关系分区。在人工数据集和真实数据集上的结果表明,使用该方法可以得到有意义的关系划分。
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引用次数: 18
Seeking interactions between patient satisfaction and efficiency in primary healthcare: cluster and DEA analysis 寻求初级医疗保健中患者满意度和效率之间的相互作用:聚类和DEA分析
Q4 Business, Management and Accounting Pub Date : 2014-09-16 DOI: 10.1504/IJMCDM.2014.064795
P. Mitropoulos, Nikolaos Mastrogiannis, I. Mitropoulos
This study investigates efficiency and quality of care in primary healthcare centres. At first, we performed cluster analysis to group health centres by their level of quality based on user's experiences that were collected from a satisfaction survey over a representative sample of patients. Secondly, a DEA analysis was conducted by generating bootstrapped efficiency scores for each health centre, and then we regressed these scores on variables that represent clusters from certain dimensions of patient satisfaction. The results of this study indicate statistically significant relations of health centres' efficiency with several dimensions of patient satisfaction. More specifically we identified direct relations of efficiency with accessibility, lab services and facilities. On the other hand there exist inverse relationships of the health centres efficiency with patients' opinions regarding scheduling appointment and doctor services.
本研究调查初级保健中心的护理效率和质量。首先,我们根据用户体验的质量水平对群体健康中心进行聚类分析,这些体验是从对具有代表性的患者样本的满意度调查中收集到的。其次,通过生成每个医疗中心的自举效率分数来进行DEA分析,然后我们从患者满意度的某些维度对代表聚类的变量进行回归。本研究结果显示,医疗中心的效率与患者满意度的几个维度有显著的统计关系。更具体地说,我们确定了效率与可及性、实验室服务和设施的直接关系。另一方面,保健中心的效率与病人对安排预约和医生服务的意见呈反比关系。
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引用次数: 13
Consultant selection for quality management using VIKOR method under fuzzy environment 模糊环境下VIKOR方法在质量管理顾问选择中的应用
Q4 Business, Management and Accounting Pub Date : 2014-04-15 DOI: 10.1504/IJMCDM.2014.060423
G. Kabir
Meditating entities such as consultants can play an important role in successful total quality management (TQM) programme implementation and helps the organisations to attain competitive advantage. In general, many factors affect the appropriate consultant selection problem which adheres to uncertain and imprecise data, and usually several people from different functional areas of the company are involved in this process. In this paper, an improved and more effective TQM consultant selection model has been developed through integrating VIKOR method with fuzzy set theory. Linguistic ratings are expressed in trapezoidal fuzzy numbers to assess the ratings and weights for these factors. A numerical example is proposed to illustrate an application of the proposed model.
顾问等机构在全面质量管理(TQM)计划的成功实施中扮演着重要的角色,并帮助组织获得竞争优势。一般来说,许多因素影响合适的顾问选择问题,坚持不确定和不精确的数据,通常来自公司不同职能领域的几个人参与这个过程。本文将VIKOR方法与模糊集理论相结合,建立了一种改进的、更有效的TQM顾问选择模型。语言等级用梯形模糊数表示,以评估这些因素的等级和权重。最后给出了一个数值例子来说明该模型的应用。
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引用次数: 7
Automatic generation of classes-interpretation as a bridge between clustering and decision-making 自动生成类-解释作为聚类和决策之间的桥梁
Q4 Business, Management and Accounting Pub Date : 2014-04-15 DOI: 10.1504/IJMCDM.2014.060425
K. Gibert
Understanding the meaning of the classes outcomming from a clustering method is one of the critical aspects to guarantee both the validity of the clustering results and their usefulness. The methodology of conceptual characterisation by embedded conditioning (CCEC), is a proposal for building conceptual interpretations of hierarchical clustering that contributes to enshort the gap between the clustering itself and the further decision-making processes. The methodology uses some statistical tools (as the boxplot multiple, introduced by Tukey) together with some machine learning methods, to learn the structure of the data; and find the characterising variables (previously introduced by Gibert) of the classes when they exist, whereas providing alternatives when they do not exist. In this paper, the pillars of the methodology are presented, as well as different criteria for knowledge integration. The usefulness of CCEC for building domain theories as models supporting later decision-making is addressed. The proposal is applied for building the interpretation of a set of classes extracted from a waste water treatment plant (WWTP) and the results obtained with the different criteria are compared and discussed.
理解聚类方法得到的类结果的含义是保证聚类结果的有效性和有用性的关键方面之一。通过嵌入式条件(CCEC)的概念表征方法,是一种构建分层聚类的概念解释的建议,有助于缩短聚类本身与进一步决策过程之间的差距。该方法使用一些统计工具(如Tukey引入的箱线图倍数)和一些机器学习方法来学习数据的结构;并在类存在时找到它们的特征变量(以前由Gibert引入),而在它们不存在时提供替代方案。本文介绍了该方法的支柱,以及知识整合的不同标准。讨论了CCEC在构建领域理论作为支持后期决策的模型方面的有用性。将该建议应用于对某污水处理厂提取的一组分类进行解释,并对不同标准所得到的结果进行了比较和讨论。
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引用次数: 8
A personalised semantic and spatial information retrieval system based on user’s modelling and accessibility measure 基于用户建模和可达性度量的个性化语义空间信息检索系统
Q4 Business, Management and Accounting Pub Date : 2014-04-15 DOI: 10.1504/IJMCDM.2014.060427
Hajer Baazaoui, Mohamed Ramzi Haddad, H. Ghézala
Search personalisation is a multi-criteria decision problem whose objective is to filter out relevant information based on a set of criteria. Web personalisation can be seen as an interdisciplinary field whose objective is to facilitate the interaction between web content and users’ needs. The personalised search focuses on integrating users’ contexts, needs and relevancy criteria in the information retrieval process. This paper presents user’s modelling for personalised spatial and semantic information retrieval. The idea is to provide a user with personalised results based on his model and on the neighbour users’ models. The spatial personalisation search is based on a measure of spatial accessibility, whose objective is to predict and evaluate location relevancy, accessibility as well as associations at the user level. Experiments confirm the effectiveness of our proposal by pointing out the improvement of the personalised search results when compared to a baseline web search.
搜索个性化是一个多标准决策问题,其目标是根据一组标准过滤出相关信息。网络个性化可以看作是一个跨学科的领域,其目标是促进网络内容和用户需求之间的交互。个性化搜索侧重于在信息检索过程中整合用户的上下文、需求和相关性标准。提出了个性化空间和语义信息检索的用户建模方法。这个想法是为用户提供基于他的模型和邻居用户的模型的个性化结果。空间个性化搜索基于空间可达性的度量,其目标是预测和评估位置相关性、可达性以及用户层面的关联。实验通过指出个性化搜索结果与基线网络搜索相比的改进,证实了我们的建议的有效性。
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引用次数: 5
Understanding and profiling user requirements to support the conceptual design in the aeronautical sector 理解和分析用户需求,以支持航空领域的概念设计
Q4 Business, Management and Accounting Pub Date : 2014-04-15 DOI: 10.1504/IJMCDM.2014.060424
M. Norese, Chiara Novello
Acquiring and organising knowledge and information elements are essential activities in the innovation processes, not only to understand, but also to eliminate, or at least reduce and control technological and organisational complexities and uncertainties. An integration of tools from different disciplines could systematically help in the construction of an agreed framework for problem structuring, above all when the situation is 'new'. An application was developed in relation to an industrial project, in order to reduce uncertainty on the market that has to accept the innovation. The knowledge elements that were acquired in the project were analysed with an integrated use of cognitive mapping and actor network representation, in order to understand the whole situation and structure the problem. The results of this action were used to identify and formally develop technological, organisational and economic constraints and criteria starting from the end users' vision on the acceptability of all the possible innovations. Based on a multiple criteria clustering approach, profiles of the potential users of this innovative system and of their requirements were identified and proposed, in order to formally develop models that can orient analysis, decision and action.
获取和组织知识和信息元素是创新过程中必不可少的活动,不仅要理解,而且要消除,或至少减少和控制技术和组织的复杂性和不确定性。整合来自不同学科的工具可以系统地帮助构建一个商定的问题结构框架,尤其是当情况是“新”的时候。一个应用程序是针对一个工业项目开发的,以减少市场上必须接受创新的不确定性。在项目中获得的知识元素通过认知映射和行动者网络表示的综合使用进行了分析,以便了解整个情况并构建问题。这一行动的结果被用来确定和正式制定技术、组织和经济限制和标准,从最终用户对所有可能的创新的可接受性的看法出发。基于多标准聚类方法,确定并提出了这一创新系统的潜在用户及其需求的概要,以便正式开发可以指导分析、决策和行动的模型。
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引用次数: 1
Evaluating the impact of nutrient abatement measures on the ecological status of coastal waters: a Bayesian network for decision analysis 评价营养物减排措施对沿海水域生态状况的影响:决策分析的贝叶斯网络
Q4 Business, Management and Accounting Pub Date : 2014-04-15 DOI: 10.1504/IJMCDM.2014.060426
A. Lehikoinen, I. Helle, E. Klemola, S. Mäntyniemi, S. Kuikka, H. Pitkänen
Environmental managers must make decisions about complex problems that have a high degree of uncertainty such as, which nutrient abatement measure optimally improves the condition of an ecosystem. Although data and models that provide information on this subject exist, their knowledge may be fragmentary and difficult to interpret. We present a user-friendly modelling tool that integrates results of different models and data-analyses. It can be used by decision-makers for assessing the probabilities of different nutrient abatement scenarios for achieving specific targets set by the Water Framework Directive for Finnish coastal waters in the Gulf of Finland. The results suggest that significant reductions in nutrient loads are required to achieve good ecological status in Finnish coastal waters, and in the event of increased precipitation these targets may be less likely to be attained. Moreover, different approaches to the status classification lead to very different conclusions.
环境管理者必须对具有高度不确定性的复杂问题做出决策,例如,哪种减少营养物质的措施能最优地改善生态系统的状况。虽然存在提供这方面信息的数据和模型,但它们的知识可能是零碎的,难以解释。我们提出了一个用户友好的建模工具,它集成了不同模型和数据分析的结果。决策者可以利用它来评估实现《水框架指令》为芬兰湾芬兰沿海水域设定的具体目标而采取的不同营养物减排方案的可能性。结果表明,要在芬兰沿海水域实现良好的生态状态,需要显著减少养分负荷,而在降水增加的情况下,这些目标可能不太可能实现。此外,不同的地位分类方法导致了非常不同的结论。
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引用次数: 27
期刊
International Journal of Multicriteria Decision Making
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