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Fourier descriptors for 2-Opt and 3-Opt heuristics for traveling salesman problem 旅行商问题的2-Opt和3-Opt启发式的傅里叶描述子
Pub Date : 2011-03-04 DOI: 10.1080/10170669.2011.553816
Kuang-Han Hsieh
This study provides speedup of the 2-Opt and 3-Opt processes by a new method based on Fourier descriptors (FDs) for the planar traveling salesman problem. By treating the planar tour as a closed contour, the proposed FD-based method, which is used as a potential swap identification function (PSIF), can limit the search space of 2-Opt/3-Opt by identifying the potential swap points/cities. In this article, approximate versions of the 2-Opt and 3-Opt procedures are adopted to investigate the performance of proposed PSIF. The experimental results using the proposed PSIF to reinforce the 3-Opt procedure show that the proposed method provides good quality solutions and faster computation.
针对平面旅行商问题,提出了一种基于傅里叶描述子的2-Opt和3-Opt过程的加速方法。提出的基于fd的方法将平面旅行视为封闭轮廓,并将其作为潜在交换识别函数(PSIF),通过识别潜在交换点/城市来限制2-Opt/3-Opt的搜索空间。在本文中,采用近似的2-Opt和3-Opt过程来研究所提出的PSIF的性能。实验结果表明,本文提出的PSIF增强了3-Opt过程,得到了较好的解,计算速度较快。
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引用次数: 1
Experimental analysis of score functions in multi-criteria decision-making with intuitionistic fuzzy sets 直觉模糊集多准则决策中得分函数的实验分析
Pub Date : 2011-03-04 DOI: 10.1080/10170669.2010.551789
Ting-Yu Chen
The purpose of this article is to examine individual differences of various score functions in multiple criteria decision analysis based on intuitionistic fuzzy sets (IFSs). A review of the literature indicates that score functions have been widely used in multi-criteria evaluations from a variety of research fields. There exist several types of score functions to identify the mixed result of positive and negative parts in a bi-dimensional framework of IFSs. However, very few studies have conducted a comparative analysis of different score functions. Considering various perspectives of score functions, this study developed an integrated programming model to cope with the problems of incompletely known membership grades and positivity and negativity biases by utilizing both deviation variables and weighted score functions. An experimental analysis was conducted to examine the relationship between the results yielded from different score functions with discussions on average Spearman correlation coefficients and contradiction rates. Additional discussions are made to clarify the relative differences in the ranking orders obtained from different combinations of numbers of alternatives and criteria and for different importance conditions.
本文的目的是研究基于直觉模糊集(ifs)的多准则决策分析中各种得分函数的个体差异。回顾文献表明,分数函数已广泛应用于各种研究领域的多标准评估。在ifs的二维框架中,存在几种类型的分数函数来识别正负部分的混合结果。然而,很少有研究对不同的分数函数进行比较分析。考虑到分数函数的不同角度,本研究利用偏差变量和加权分数函数建立了一个综合规划模型,以解决隶属度等级不完全已知和正、负偏差的问题。通过实验分析,讨论了平均Spearman相关系数和矛盾率,考察了不同得分函数所得结果之间的关系。本文还进行了进一步的讨论,以澄清从备选方案和标准数量的不同组合以及不同重要性条件中获得的排序顺序的相对差异。
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引用次数: 8
Solving a multi-criteria group scheduling problem for a cellular manufacturing system by scatter search 用分散搜索方法求解元胞制造系统的多准则群调度问题
Pub Date : 2011-03-04 DOI: 10.1080/10170669.2010.549663
Y. Gholipour-Kanani, R. Tavakkoli-Moghaddam, A. Khorrami
This article presents a group scheduling problem for manufacturing cells, in which parts may visit different cells. By addressing intra-cell scheduling, the sequence of parts within manufacturing cells is determined; however, in inter-cell scheduling, the sequence of cells is obtained. A novel mathematical model is presented for a multi-criteria group scheduling problem in a cellular manufacturing system with respect to a design objective function minimizing the makespan and costs of intra-cell movement, tardiness, and sequence-dependent setup, simultaneously. Obtaining an optimal solution for this type of complex, large-sized problem in reasonable computational time using traditional approaches and optimization tools is extremely difficult. Thus, we develop a meta-heuristic algorithm based on scatter search (SS) to solve the foregoing model. The related results confirm the efficiency and effectiveness of our proposed SS algorithm, which finds good solutions, especially for medium- and large-sized problems.
本文提出了一个零件可能访问不同生产单元的制造单元群调度问题。通过解决单元内调度问题,确定了制造单元内零件的顺序;然而,在细胞间调度中,得到的是细胞的序列。针对细胞制造系统中的多准则群调度问题,提出了一种新的数学模型,该模型考虑了同时最小化最大完工时间和细胞内移动、延迟和序列相关设置成本的设计目标函数。使用传统的方法和优化工具在合理的计算时间内获得这类复杂、大规模问题的最优解是极其困难的。因此,我们开发了一种基于散点搜索(SS)的元启发式算法来解决上述模型。相关结果证实了我们提出的SS算法的效率和有效性,它找到了很好的解决方案,特别是对于大中型问题。
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引用次数: 21
The development of luminance uniformity measurement for CNT-BLU based on human visual perception 基于人眼视觉感知的CNT-BLU亮度均匀度测量方法研究进展
Pub Date : 2011-03-04 DOI: 10.1080/10170669.2010.548407
Kuo-Hao Tang, Yueh-Hua Lee, Tsung-Hsing Wu
Carbon nanotube backlight units (CNT-BLUs) offer advantages (including light weight and superior color performance) that cold cathode fluorescent lamp backlight units (CCFL-BLUs) cannot deliver. If these advantages find favor with liquid crystal display manufacturers, CNT-BLUs could possibly replace CCFL-BLUs. CNT-BLU light-emitting arrays are made by a thick-film screen printing process, which can leave dark obstructions within and between pixel areas. Thus, when the pixels light up, CNT-BLU arrays can display dark blotches within one or more pixels. Existing luminance uniformity measurements, such as Video Electronics Standards Association (VESA) or International Organization for Standardization (ISO) standards, are not designed to deal with this problem. These standards are based on the luminance of multiple non-adjacent points on a display; they cannot reflect the luminance change of adjacent pixels, which is important for measuring the uniformity of CNT-BLU. This situation is aggravated since CNT-BLU is still under development and the current luminance uniformity of CNT-BLU still cannot compete with that of CCFL. This study presents a new luminance uniformity measurement, line non-uniformity, for CNT-BLU. This method was compared with VESA and U Formula with respect to human perception. A set of CNT-BLU images with different levels of mottling was presented to 18 participants. The subjective acceptance thresholds for these images were then calculated. The uniformities using VESA, U Formula, and line non-uniformity approaches for these images were also calculated and fitted to the subjective acceptance threshold. The results showed that line non-uniformity was the best to fit the acceptance threshold; its R 2 ranged from 0.80 to 0.92 whereas the R 2 values of VESA and U Formula ranged from 0.00 to 0.49.
碳纳米管背光单元(cnt - blu)具有冷阴极荧光灯背光单元(ccfl - blu)无法提供的优点(包括重量轻和优越的色彩性能)。如果这些优势得到液晶显示器制造商的青睐,cnt - blu可能会取代ccfl - blu。碳纳米管-蓝光发光阵列由厚膜丝网印刷工艺制成,可以在像素区域内部和之间留下黑暗的障碍物。因此,当像素亮起时,CNT-BLU阵列可以在一个或多个像素内显示深色斑点。现有的亮度均匀性测量,如视频电子标准协会(VESA)或国际标准化组织(ISO)标准,并不是为了处理这个问题而设计的。这些标准是基于显示器上多个非相邻点的亮度;它们不能反映相邻像素的亮度变化,这对测量CNT-BLU的均匀性很重要。由于碳纳米管- blu仍处于开发阶段,目前碳纳米管- blu的亮度均匀性仍无法与CCFL竞争,这种情况更加严重。提出了一种新的CNT-BLU亮度均匀性测量方法——线非均匀性。将该方法与VESA和U公式在人的感知方面进行了比较。研究人员向18名参与者展示了一组不同程度的CNT-BLU图像。然后计算这些图像的主观接受阈值。利用VESA、U公式和直线非均匀性方法对这些图像进行均匀性计算,并拟合到主观接受阈值。结果表明,直线非均匀性最符合接受阈值;其r2值在0.80 ~ 0.92之间,而VESA和U公式的r2值在0.00 ~ 0.49之间。
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引用次数: 4
The optimal management of a queueing system with controlling arrivals 具有到达控制的排队系统的最优管理
Pub Date : 2011-03-04 DOI: 10.1080/10170669.2011.552922
Chia-Jung Chang, J. Ke, Hsin-I Huang
This article considers the optimal management problem of a finite capacity M/H2/1 queueing system, in which the unreliable server operates the F-policy. When the number of customers in the system reaches its capacity K ( ), no further arriving customers are allowed to enter the system until a certain number of customers who are already in the system have been served so that the number of customers in the system decreases to a predetermined threshold F ( ). At that time, the server needs to take an exponential startup time and allow customers to enter the system. The F-policy investigates the most common issue of controlling arrival to a queueing system and a startup time is required before allowing customers to enter the system. This system is useful in many potential applications for wireless communication networks, transportation service systems, and production systems. Some important performance measures are derived. A cost model, developed to determine the optimal capacity K, the optimal threshold F, the optimal setup rate, and the optimal repair rate at a minimum cost, is also studied.
考虑有限容量M/H2/1排队系统的最优管理问题,其中不可靠服务器运行f策略。当系统中的顾客数量达到其容量K()时,不允许进一步到达的顾客进入系统,直到已经在系统中的顾客数量达到一定数量,从而使系统中的顾客数量减少到预定的阈值F()。此时,服务器需要花费指数级的启动时间,并允许客户进入系统。f策略研究了控制排队系统到达的最常见问题,在允许客户进入系统之前需要启动时间。该系统可用于无线通信网络、运输服务系统和生产系统的许多潜在应用。导出了一些重要的性能度量。本文还研究了以最小成本确定最优容量K、最优阈值F、最优安装率和最优修复率的成本模型。
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引用次数: 19
Bicriteria supply chain scheduling on unrelated-parallel machines 不相关并行机器上的双准则供应链调度
Pub Date : 2011-02-02 DOI: 10.1080/10170669.2010.546165
Yasaman Mehravaran, R. Logendran
This article addresses the unrelated-parallel machine scheduling problem with sequence-dependent setup times for minimizing the work-in-process inventory (WIP) while maximizing the customer service level in a supply chain. The machine availabilities and job releases are considered dynamic. In order to meet a variety of needs of the producer and customers, a mathematical model that conforms to a bicriteria objective has been developed. As the proposed research problem is shown to be NP-hard, a metasearch heuristic based upon tabu search is also developed to solve industry-size problems. Moreover, to evaluate the effectiveness of the proposed search algorithm, the search algorithmic solutions obtained for example problems are compared with that of the optimal solutions of the mathematical model obtained from CPLEX. To the best of our knowledge, this research is the first of its kind attempted for this scheduling problem in a supply chain.
本文通过序列相关的设置时间来解决不相关的并行机器调度问题,以最小化在制品库存(WIP),同时最大化供应链中的客户服务水平。机器可用性和作业释放被认为是动态的。为了满足生产者和消费者的各种需求,开发了符合双准则目标的数学模型。由于所提出的研究问题是np困难的,本文还提出了一种基于禁忌搜索的元搜索启发式方法来解决行业规模问题。此外,为了评价所提搜索算法的有效性,将实例问题的搜索算法解与CPLEX数学模型的最优解进行了比较。据我们所知,这项研究是对供应链调度问题的首次尝试。
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引用次数: 16
Service science – the trend and the future core 服务科学——趋势和未来的核心
Pub Date : 2011-02-02 DOI: 10.1080/10170669.2011.548922
Kuo-Ching Ying, Shih-Wei Lin
With the increasing emphasis on the service sector in global business, the rise of the new scholarly domain of service science became inevitable. This innovative research domain appears to be a promising discipline in the modern business environment. Although, the term service science was issued by IBM a mere 6 years ago, it rapidly took off as the Council on Competitiveness published the Palmisano Report in that same year, forecasting that services would become the motor of economic development in the years to come. Service science applies a wealth of scientific methods from various disciplines, including management science, cognitive science, social science, computer science, economics, and engineering. As the global service-based economy and its research fields expand, the services, the vehicle of future business growth, will and should be the focus of business-related fields. This special issue comprises papers from the INFORMS 2010 Service Science Conference, organized by the National Taiwan University of Science and Technology, and held on 7–10 July 2010, in Taipei, Taiwan. From 78 submissions, 19 papers having high evaluation scores were selected, and the authors were invited to submit an extended version of the conference paper for further review. After review and revision, seven papers were accepted for publication in this special issue. These papers describe a cross-section of practical application experiences and state-of-the-art research work using service science methodologies across a variety of industrial domains in several countries. Accordingly, outstanding and insightful results are reported in these papers. Recently, commerce-related subjects have stimulated the broader use of computer science along with other state-of-the-art technologies. Any method for analysis derived from the principles gains superiority over others. Accordingly, Mehravaran and Logendran proposed mathematical programming models for the bicriteria unrelated parallel machine scheduling problem with sequence-dependent setup times in a supply chain. Moreover, the authors also built a search algorithm to find optimal and near optimal solutions for the problem, which has been shown to be NP-hard. Their work indicates that their algorithm is capable of producing high quality solutions within a reasonable computation time. Owing to the dramatic expansion of computer science and Internet-based technologies, the management of renewable resources such as human resources may be estimated by IT systems as part of an IT infrastructure library. Consequently, the twin objectives of better fulfilling customer needs and maximizing the efficiency of resources can be achieved. Grabarnik and Shwartz’s paper describes an IT system-based approach for scheduling of requests for services in groups, which minimizes the duration of requests that use partially overlapping sets of resources. This article validates its empirical results by comparing them to existing open source schedul
随着全球商业对服务业的日益重视,服务科学这一新的学术领域的兴起成为必然。在现代商业环境中,这一创新研究领域似乎是一门有前途的学科。尽管“服务科学”一词仅在6年前由IBM提出,但随着竞争力委员会在同一年发布的《彭明盛报告》(Palmisano Report),该术语迅速流行起来,该报告预测,服务将在未来几年成为经济发展的发动机。服务科学应用了各种学科的丰富科学方法,包括管理科学、认知科学、社会科学、计算机科学、经济学和工程学。随着全球以服务为基础的经济及其研究领域的扩大,服务作为未来商业增长的载体,将会而且应该成为商业相关领域的重点。本特刊收录了2010年7月7日至10日在台湾台北举行的由国立台湾科技大学主办的INFORMS 2010服务科学会议的论文。从78篇投稿中选出19篇评价分数较高的论文,并邀请作者提交会议论文的扩展版以供进一步审查。经过审稿和修改,7篇论文被接受在本期特刊上发表。这些论文描述了几个国家在各种工业领域使用服务科学方法的实际应用经验和最新研究工作的横截面。因此,这些论文报告了突出的和有见地的结果。最近,与商业相关的学科刺激了计算机科学和其他先进技术的广泛应用。从这些原则中衍生出来的任何分析方法都比其他方法优越。据此,Mehravaran和Logendran提出了供应链中具有序列依赖设置时间的双准则不相关并行机调度问题的数学规划模型。此外,作者还建立了一个搜索算法来寻找问题的最优和接近最优解,这已被证明是np困难的。他们的工作表明,他们的算法能够在合理的计算时间内产生高质量的解决方案。由于计算机科学和基于互联网的技术的急剧发展,可再生资源(如人力资源)的管理可以由信息技术系统作为信息技术基础设施库的一部分进行估计。因此,可以实现更好地满足客户需求和最大化资源效率的双重目标。Grabarnik和schwartz的论文描述了一种基于IT系统的方法,用于分组调度服务请求,该方法最大限度地减少了使用部分重叠资源集的请求的持续时间。本文通过将其与现有的开源调度器进行比较来验证其经验结果,说明它们的方法更优越。因此,格拉巴尼克和施瓦茨使用的初步综合方法为该学科创造了新的见解。随着计算机和笔记本电脑等尖端设备的普及,电子学习也被称为在线学习,引起了全球的兴趣。现在一个主要的社会趋势,电子学习的快速发展已经导致使用便携式通信设备,如手机,以一种新的学习方式,称为移动学习(m-learning)。在他们关于移动学习的论文中,Crescente和Lee合作研究了这种最新的学习方式。作者建立了移动学习的理论框架,并提出该领域作为一门学科具有很大的前景。他们在这一新兴学科的研究为未来相关领域的研究奠定了创新基础。另一个应用服务科学的方法来更好地检视台湾本地文化产业服务导向问题的优秀案例是陈的工作。他在这本书中的研究不仅强调了LCIs的服务质量改进,而且还采用了马尔科姆·鲍德里奇国家质量奖的综合方法,质量功能部署,以及平衡计分卡,以满足创造性,系统性和以客户为导向的解决方案的需求。近年来,随着全球化和地方化在世界范围内的蓬勃发展,一些地区独特的文化和历史资源被各种制造业和服务业所利用。旅游业通常被称为LCI,是许多国家的关键产业。在Chen的研究中,以宜兰县作为台湾LCI的参考。他们的结论是
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引用次数: 0
Improvement of QFD-based total quality for local cultural industries: procedural and empirical investigation 基于qfd的地方文化产业整体质量提升:程序与实证研究
Pub Date : 2011-02-02 DOI: 10.1080/10170669.2010.546197
Chih-Hsien Chen
Despite the tendency among local cultural industries (LCIs) to combine regional characteristics and conscious representation of surrounding communities to achieve multi-functions related to a particular culture, local production, local living, and ecosystems, a creative, systematic, and customer-oriented approach to improve the quality of LCIs has received scarce attention. Therefore, this study establishes a total quality improvement framework based on quality function deployment (QFD) by integrating the Malcolm Baldrige National Quality Award (MBNQA) and a balanced scorecard (BSC). A case study is also performed in I-lan County of eastern Taiwan to demonstrate the effectiveness of the proposed QFD-based approach. Finally, 15 technical requirements are deployed by the BSC based on a MBNQA-based strategy. Moreover, the leading three priorities to enhance the total quality for use in LCI applications include professional skills training, historical culture, and locality globalization, respectively.
尽管地方文化产业(LCIs)倾向于结合地域特征和周边社区的自觉表现,以实现与特定文化、当地生产、当地生活和生态系统相关的多功能,但提高地方文化产业质量的创造性、系统性和以客户为导向的方法却很少受到关注。因此,本研究通过整合Malcolm Baldrige国家质量奖(MBNQA)和平衡计分卡(BSC),建立了一个基于质量功能部署(QFD)的全面质量改进框架。本研究亦以台湾东部宜兰县为个案进行研究,以证明所提出的基于qfd的方法的有效性。最后,基于基于mbnqa的策略,平衡计分卡部署了15项技术需求。此外,提高LCI应用总体质量的三个主要重点分别是专业技能培训、历史文化和本地化全球化。
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引用次数: 2
Critical issues of m-learning: design models, adoption processes, and future trends 移动学习的关键问题:设计模型、采用过程和未来趋势
Pub Date : 2011-02-02 DOI: 10.1080/10170669.2010.548856
Mary Louise Crescente, Doris Lee
E-learning can be broadly defined as content designed for access through electronic communication, such as the Internet, intranets, digital versatile discs, and synchronous and asynchronous modules. M-learning carries the idea of e-learning a step further by adapting its content to handheld devices such as iPods (a digital audio and storage device from Apple Corporation), personal digital assistants, and smartphones. The main objective of m-learning is to provide the learner the ability to assimilate learning anywhere and at any time. The purpose of this article is to establish the state of m-learning in the corporate and education environments, the devices appropriate to m-learning, the advantages and disadvantages associated with m-learning, and the possible future direction of m-learning. Specifically, using the integrative literature review protocol, this article will cover, discuss, and address critical issues of m-learning including definitions, design models, caveats, adoption processes, and future trends.
E-learning可以广义地定义为设计用于通过电子通信访问的内容,例如Internet、内部网、数字通用光盘以及同步和异步模块。移动学习将电子学习的理念推进了一步,将其内容适应手持设备,如ipod(苹果公司的一种数字音频和存储设备)、个人数字助理和智能手机。移动学习的主要目标是为学习者提供随时随地吸收学习的能力。本文的目的是建立移动学习在企业和教育环境中的状态,适合移动学习的设备,移动学习的优势和劣势,以及移动学习可能的未来方向。具体来说,本文将使用综合文献回顾协议,涵盖、讨论和解决移动学习的关键问题,包括定义、设计模型、注意事项、采用过程和未来趋势。
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引用次数: 175
Service quality management by expanded traditional importance–performance analysis 通过扩展传统的重要性-绩效分析进行服务质量管理
Pub Date : 2011-02-02 DOI: 10.1080/10170669.2010.546557
Kun-Tzu Yu, Chun-Ying Shen
Traditionally, importance–performance analysis (IPA) is a simple and effective technique that can assist practitioners in identifying improvement priorities for service attributes. However, many issues still exist and are worthy of discussion. First, traditional IPA emphasizes the external customers’ satisfaction, but ignores internal customers’ (employees) achievement. Second, traditional IPA does not provide any information on comparisons with competitors’ performance. Third, practitioners of traditional IPA usually use the sample mean to rate the importance and performance, leading to a great degree of uncertainty due to sampling errors. Based on these considerations, this study attempts to expand the functions of traditional IPA and proposes an expanded importance–performance analysis (EIPA), which not only involves both the perspectives of internal and external customers in evaluating the importance, but also defines two standardized indictors to measure the internal and external service performance. Moreover, an EIPA matrix is constructed which provides managers with an integrated graphical representation based on symbols and locations of indicators.
传统上,重要性-绩效分析(IPA)是一种简单而有效的技术,可以帮助从业者确定服务属性的改进优先级。然而,许多问题仍然存在,值得讨论。首先,传统的IPA强调外部顾客的满意度,而忽略了内部顾客(员工)的成就。其次,传统IPA不提供与竞争对手业绩比较的任何信息。第三,传统IPA从业者通常使用样本均值来评估重要性和绩效,这导致了抽样误差带来的很大程度的不确定性。基于这些考虑,本研究试图扩展传统IPA的功能,提出扩展的重要性-绩效分析(EIPA),该分析不仅涉及内部和外部顾客对重要性的评价,而且定义了两个标准化的指标来衡量内部和外部服务绩效。此外,还构建了环境影响评估矩阵,为管理人员提供了基于指标符号和位置的综合图形表示。
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引用次数: 8
期刊
Journal of The Chinese Institute of Industrial Engineers
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