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APPLICATION OF THE AHP METHOD IN SELECTING BASEBALL PITCHERS 在选择棒球投手时应用 AHP 方法
Q4 Decision Sciences Pub Date : 2024-08-08 DOI: 10.13033/ijahp.v16i1.1094
Pedro Teppa-Garran, Carlos Fernández-Da Costa
The use of scientific methods to determine performance results and analyze the effectiveness of sports players constitutes a powerful tool that can help coaches and teams make better decisions and adequately use available resources. Pitcher selection is a strategic decision that significantly influences the performance of a professional baseball team. In this study, Analytic Hierarchy Process (AHP) models were built to rank the performance of baseball pitchers in Major League Baseball (MLB) in the United States. There are three relevant aspects of this research.  First, the models allow the evaluation of the overall performance of the pitcher, considering his skills and performance as a pitcher as well as his fielding and batting contributions. To evaluate the overall performance of a pitcher, well-known standard professional baseball statistics were used. Second, to highlight the flexibility of the model, four models were created according to the type of pitcher (starter or reliever) and the league in which he plays (American or National league). Finally, a distinctive feature of the models is their general scope. The experts were only required to determine the best criteria and subcriteria and the priorities of the hierarchical structure of the models, but they were not needed to rank the pitchers (alternatives). The models were applied to different emblematic MLB awards and the results produced by the models coincide with the pitchers who actually won the awards.
使用科学方法来确定体育运动员的表现结果和分析其效率,是一种强大的工具,可以帮助教练和球队做出更好的决策,并充分使用可用资源。选择投手是一项战略决策,对职业棒球队的表现有重大影响。本研究建立了层次分析法(AHP)模型,对美国职业棒球大联盟(MLB)中棒球投手的表现进行排序。这项研究有三个相关方面。 首先,这些模型可以对投手的整体表现进行评估,既考虑到他作为投手的技能和表现,也考虑到他在外野和打击方面的贡献。为了评估投手的整体表现,我们使用了众所周知的标准职业棒球统计数据。其次,为了突出模型的灵活性,根据投手的类型(先发或替补)和所在联赛(美国或全国联赛)创建了四个模型。最后,模型的一个显著特点是范围广泛。专家们只需确定最佳标准和次级标准,以及模型分层结构的优先次序,而无需对投手(备选方案)进行排序。这些模型适用于 MLB 的不同标志性奖项,模型得出的结果与实际获奖的投手不谋而合。
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引用次数: 0
ADOPTION OF ANALYTIC NETWORK PROCESS TO STRENGTHEN HALAL INTEGRITY IN BROILER CHICKEN SUPPLY CHAIN 采用分析网络流程加强肉鸡供应链中的清真食品完整性
Q4 Decision Sciences Pub Date : 2024-08-08 DOI: 10.13033/ijahp.v16i1.1194
Wresni Anggraini, Wakhid S. Ciptono, Luluk Lusiantoro, Heru K.Tjahjono
This study aims to propose a strategy to strengthen the halal integrity in the food supply chain through investigating and exploring the practice of a traceability system in the broiler chicken supply chain by adopting the Analytic Network Process (ANP) approach. This strategy was developed using an embedded single case study on an end-to-end broiler chicken supply chain in Riau Province, Indonesia. The three distinct data collection methods were in-depth semi-structured interviews guided by the Delphi principle, field observations, and document analysis. Subsequently, the data were meticulously coded and analyzed using NVivo 14 software through template analysis. The development of themes and sub-themes from the final template facilitated the construction of the ANP model, comprising four clusters with a total of 28 criteria. The results indicated that in the business actor and activity cluster, the end consumer criterion was the priority with a weighting value of 0.222. In the stakeholder cluster, the priority was the Halal Inspection Agency (HIA) criterion with a weighting value of 0.178. Meanwhile, the business actors’ awareness of halal integrity assurance criterion had a weighting value of 0.217 in the barriers and challenges to adopting a halal traceability system. The criterion lean knowledge management process (LKM) for all supply chain actors is the priority for cluster strategy to strengthen halal integrity with weighting value of 0.338. This study showed the importance of upholding halal integrity within food supply chains, which are becoming increasingly complex.
本研究旨在采用分析网络过程(ANP)方法,通过调查和探索肉鸡供应链中可追溯系统的实践,提出加强食品供应链中清真食品完整性的策略。这一策略是通过对印度尼西亚廖内省端到端肉鸡供应链的嵌入式单一案例研究制定的。三种不同的数据收集方法是以德尔菲原则为指导的深度半结构化访谈、实地观察和文件分析。随后,使用 NVivo 14 软件通过模板分析法对数据进行了细致的编码和分析。从最终模板中发展出的主题和次主题促进了 ANP 模型的构建,该模型由四个群组组成,共有 28 个标准。结果表明,在企业行为者和活动群组中,最终消费者标准是优先标准,权重值为 0.222。在利益相关者分组中,优先考虑的是清真检查机构(HIA)标准,权重值为 0.178。同时,在采用清真追溯系统的障碍和挑战中,企业行为者对清真诚信保证的认识标准的权重值为 0.217。所有供应链参与者的精益知识管理流程(LKM)标准是加强清真食品完整性的集群战略的优先考虑因素,其权重值为 0.338。这项研究表明,在日益复杂的食品供应链中维护清真食品的完整性非常重要。
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引用次数: 0
ALGORITHM BASED ON PARTICLE SWARM OPTIMIZATION FOR HANDLING INCOMPLETE PAIRWISE COMPARISON SITUATIONS IN AHP 基于粒子群优化的算法,用于处理 AHP 中的不完全成对比较情况
Q4 Decision Sciences Pub Date : 2024-07-20 DOI: 10.13033/ijahp.v16i1.1136
R. D. Astanti, The Jin Ai, Leonardo Vincent Hendrawan
The job of the AHP expert is to input his/her perceptions into a pairwise comparison matrix; however, there are times when the expert is unable to provide his/her opinions. This can be for many reasons such as there are numerous pairwise comparisons to be completed or the expert is unsure about the values that must be included in the pairwise comparison matrix. The AHP method cannot be performed without a complete comparison matrix; therefore, the aim of this article is to provide a novel approach based on the Particle Swarm Optimization (PSO) technique to estimate the missing values in pairwise comparison matrices. According to the findings of this study, the proposed algorithm can offer a suggested value for the pairwise comparison matrix with an acceptable Consistency Ratio (CR). Furthermore, the time required to find the suggested value is quite short.
AHP 专家的工作是将其观点输入成对比较矩阵;但有时专家无法提供其观点。这可能有很多原因,比如有许多成对比较需要完成,或者专家不确定成对比较矩阵中必须包含的值。如果没有完整的比较矩阵,AHP 方法就无法执行;因此,本文旨在提供一种基于粒子群优化(PSO)技术的新方法,以估计成对比较矩阵中的缺失值。根据这项研究的结果,所提出的算法可以为成对比较矩阵提供一个建议值,其一致性比率(CR)是可以接受的。此外,找到建议值所需的时间也很短。
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引用次数: 0
EVALUATING THE SUCCESS FACTORS FOR KNOWLEDGE MANAGEMENT IN THE FINANCIAL SECTOR: AN AHP- DEMATEL APPROACH 评估金融部门知识管理的成功因素:AHP-DEMATEL 方法
Q4 Decision Sciences Pub Date : 2024-07-17 DOI: 10.13033/ijahp.v16i1.1175
Neha Singh, S. Pradhan
The objective of this article is to identify and understand the success factors of knowledge management within the financial sector. In the ever-evolving business environment, effective knowledge management (KM) is imperative to maintain a competitive advantage. Effective KM within financial institutions can build standardized processes, ensure speedy delivery, and foster better customer relationship management. An integrated approach of the Analytical Hierarchy Process (AHP) and the Decision-Making Trial and Evaluation Laboratory (DEMATEL) methods was used to rank these critical success factors and understand their interrelationships. The findings identify organizational factors (cultural aspects, organizational structure, top management support), technological factors (technological adoption, infrastructure support, collaborative systems), and human resources factors (training & learning, agile workforce, knowledge sharing) as the critical success factors. Technological factors were identified as the most important factors. The article further complements the findings of the AHP by exploring the interrelationships between the identified factors to understand and prioritize possible intervention areas. This research has significant theoretical and practical implications. The findings can help financial institutions implement and manage knowledge management initiatives within the organization. This study also adds to the extant literature and addresses gaps in the research in the context of KM within the financial sector. 
本文旨在确定和了解金融行业知识管理的成功因素。在不断变化的商业环境中,有效的知识管理(KM)是保持竞争优势的必要条件。金融机构内有效的知识管理可以建立标准化流程,确保快速交付,并促进更好的客户关系管理。本研究采用层次分析法(AHP)和决策试验与评估实验室(DEMATEL)的综合方法,对这些关键成功因素进行排序,并了解它们之间的相互关系。研究结果表明,组织因素(文化方面、组织结构、高层管理支持)、技术因素(技术采用、基础设施支持、协作系统)和人力资源因素(培训与学习、敏捷的员工队伍、知识共享)是关键的成功因素。技术因素被认为是最重要的因素。文章通过探讨已确定因素之间的相互关系,进一步补充了 AHP 的研究结果,以了解可能的干预领域并确定其优先次序。这项研究具有重要的理论和实践意义。研究结果有助于金融机构在组织内部实施和管理知识管理计划。本研究还补充了现有文献,填补了金融行业知识管理研究方面的空白。
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引用次数: 0
CONTINUOUS PERFORMANCE EVALUATION OF EMPLOYEES USING AHP AND MODIFIED PUGH MATRIX METHOD: CONTRASTING WITH TOPSIS, PROMETHEE AND VIKOR 使用 AHP 和修改后的 Pugh 矩阵法对员工进行持续绩效评估:与 Topsis、Promethee 和 Vikor 进行对比
Q4 Decision Sciences Pub Date : 2024-07-16 DOI: 10.13033/ijahp.v16i1.1129
S. S S
Applications of the AHP for employee performance evaluation in organizations are widely discussed in the literature. Contemporary organizations are increasingly discarding the traditional periodic appraisal systems and moving towards a real-time continuous process of evaluation. The existing multi-criteria decision making method (MCDM)-based employee performance evaluations are not suitable for such continuous evaluations, due to the complexity of the MCDM method. The current appraisal system is notoriously difficult to administer which prevents organizations from using it as an ongoing evaluation. There is a need for a simple yet robust multi-criteria decision making method for continuous performance evaluation of employees (CPEE). In this article, a modified version of the Pugh Matrix Method (MPMM) is proposed as a robust outranking method. The MPMM in combination with the AHP can function as an effective tool for CPEE. The MPMM is compared with other established and popular methods including TOPISIS, PROMETHEE and VIKOR. A statistical comparison using correlation validates the evaluation by the MPMM. There appears to be no significant difference in the evaluation of the MPMM with the other MCDM methods. Owing to its robustness and ease of use, the MPMM can easily be adopted by organizations for CPEE. The managerial implications and agenda for future research are also discussed.
文献中广泛讨论了 AHP 在组织员工绩效评估中的应用。当代组织越来越多地摒弃传统的定期考核制度,转而采用实时、持续的评估流程。由于多标准决策方法(MCDM)的复杂性,现有的基于多标准决策方法(MCDM)的员工绩效评估并不适合这种连续性评估。目前的评估系统众所周知难以管理,这使得组织无法将其用作持续评估。因此,有必要为员工的持续绩效评估(CPEE)提供一种简单而又稳健的多标准决策方法。本文提出了一种改进版的普格矩阵法(MPMM),作为一种稳健的排名方法。MPMM 与 AHP 的结合可作为 CPEE 的有效工具。MPMM 与其他成熟流行的方法进行了比较,包括 TOPISIS、PROMETHEE 和 VIKOR。利用相关性进行的统计比较验证了 MPMM 的评估结果。MPMM 与其他 MCDM 方法的评估结果似乎没有明显差异。由于 MPMM 的稳健性和易用性,各组织可以很容易地将其用于 CPEE。此外,还讨论了其管理意义和未来研究议程。
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引用次数: 0
AN EXTENSIVE ANALYSIS OF THE HURDLES IN EMBRACING AI AMONG PEOPLE WITH SPECIAL NEEDS USING AHP 利用亚洲及太平洋地区水文计划(AHP)广泛分析有特殊需求者在接受人工智能时遇到的障碍
Q4 Decision Sciences Pub Date : 2024-04-21 DOI: 10.13033/ijahp.v15i3.1178
Dr. Sheetal Mahendher, Dr. Sippee Bharadwaj
This study aims to uncover the challenges to the mainstream adoption of AI (artificial intelligence) among people with special needs in India. AI has been widely used in real-time healthcare, education, and transportation situations; however, there is a digital divide in the ability to reap the benefits of AI applications for those with special needs due to various socioeconomic factors. The proposed work also intends to examine and undertake in-depth research using the Analytic Hierarchy Process (AHP) to discover, analyze, and offer an accessible overview of the issues surrounding the numerous socioeconomic and technical factors involved with the use of AI. This research will contribute significantly to addressing the ongoing challenges of the special need’s population in their use of AI in various real-time applications by addressing technical infrastructure limitations, cultural differences, and other economic concerns. It will also help to bridge the gap between AI and the special needs population by addressing these limitations. By giving attention to this unexplored field, this piece of research will provide a better foundation for how to take preventive measures and overcome the digital gap of AI among special needs from several perspectives.
本研究旨在揭示在印度有特殊需求的人群中主流采用人工智能(AI)所面临的挑战。人工智能已被广泛应用于实时医疗保健、教育和交通等领域;然而,由于各种社会经济因素,有特殊需求的人在获得人工智能应用带来的好处方面存在着数字鸿沟。拟议的工作还打算利用层次分析法(AHP)进行深入研究,以发现、分析和概述与使用人工智能所涉及的众多社会经济和技术因素有关的问题。这项研究将通过解决技术基础设施限制、文化差异和其他经济问题,为应对特需人群在各种实时应用中使用人工智能的持续挑战做出重大贡献。通过解决这些局限性,研究还将有助于弥合人工智能与特需人群之间的差距。通过关注这一尚未开发的领域,这项研究将为如何采取预防措施和从多个角度克服人工智能在特殊需求人群中的数字鸿沟奠定更好的基础。
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引用次数: 0
AN AHP-BASED APPROACH TO SELECTING A PRIORITY PUBLIC TRANSPORTATION MODE FOR INVESTMENT 采用基于 AHP 的方法选择优先投资的公共交通方式
Q4 Decision Sciences Pub Date : 2024-03-09 DOI: 10.13033/ijahp.v15i3.1150
Mohamed Akhrouf, Hadjer Medjamia, Meriem Bessou
This article presents a new approach to prioritize and select transportation projects using multi-criteria decision-making techniques. It is aimed at organizations responsible for managing and developing transportation modes, and addresses the need for a systematic methodology for selecting which transportation modes to invest in. The proposed methodology is based on the Analytical Hierarchy Process (AHP) and implemented using the ExpertChoice software. This approach involves decision-makers in the process of identifying transportation modes that are potentially profitable and beneficial for the community.
本文介绍了一种利用多标准决策技术确定和选择交通项目优先次序的新方法。该方法针对负责管理和开发交通模式的组织,满足了选择投资哪种交通模式的系统方法的需求。所提出的方法基于层次分析法(AHP),并通过 ExpertChoice 软件实现。这种方法让决策者参与到确定可能有利可图且有益于社区的交通模式的过程中。
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引用次数: 0
AUGMENTATION OF DEPTH OF PENETRATION AND PRODUCTIVITY BENEFITS OF ATIG WELDS USING THE AHP 使用 AHP 增加阿蒂格焊缝的熔透深度并提高生产率
Q4 Decision Sciences Pub Date : 2024-02-07 DOI: 10.13033/ijahp.v15i3.1120
Samarendra Acharya, D. Gonda, Santanu Das, Dipankar Bose, Rafikul Islam
Weldability is an important issue in the fabrication of different grades of stainless steel used in industry. Tungsten inert gas (TIG) welding is widely used in industry for accurate and precision work, but lack of penetration is observed in this process even though current and welding speed can be varied considerably to increase heat input to obtain deeper penetration. Increased heat input adversely affects mechanical properties of the weldment. To overcome this, activated flux TIG welding is often used in industry to achieve higher depth of penetration with relatively less heat input. In this study, activated flux TIG welding is used with input variables such as heat input, welding speed and pulse frequency. The chosen base metal is SS 304L stainless steel, and a hybrid flux mixture containing fluxes of SiO2, MnO2 and MoO3 in a ratio of 1:1:2 is used to obtain the desired depth of penetration. Nine experimental runs are conducted to obtain the optimum depth of penetration. Heat input values are 2.767 kJ/mm, 1.470 kJ/mm and 1.281 kJ/mm and pulse frequency is 160 Hz, 120 Hz and 80 Hz. Welding speed varies from 0.5 mm/s to 1.18 mm/s. A maximum depth of penetration of 4.42 mm is achieved with a heat input of 2.767 kJ/mm, welding speed of 0.5 mm/s and pulse frequency of 160 Hz. The reversed Marangoni effect and arc constriction effect are the mechanisms responsible for the deeper penetration in ATIG welding. In this research, a multi criteria decision making tool, the Analytical Hierarchy Process (AHP), is used to validate the optimum value obtained. The optimal values obtained in the research are in good accordance with those obtained using the AHP. The outcome of the present investigation indicates the applicability of ATIG welding for joining large thickness of stainless steel flats to give enhanced productivity by reducing the number of weld passes. 
可焊性是制造工业中使用的不同等级不锈钢的一个重要问题。钨极惰性气体(TIG)焊接在工业中被广泛用于精确和精密的加工,但在这一过程中,尽管电流和焊接速度可以大幅度改变,以增加热输入来获得更深的熔透,但仍会出现熔透不足的现象。热输入的增加会对焊接件的机械性能产生不利影响。为了克服这一问题,工业上通常采用活化焊剂氩弧焊,以相对较少的热量输入获得更深的熔透。本研究采用活化焊剂氩弧焊,输入变量包括热输入、焊接速度和脉冲频率。选择的母材是 SS 304L 不锈钢,并使用含有 SiO2、MnO2 和 MoO3 的混合助焊剂,其比例为 1:1:2,以获得所需的熔透深度。为获得最佳穿透深度,共进行了九次实验。热输入值分别为 2.767 kJ/mm、1.470 kJ/mm 和 1.281 kJ/mm,脉冲频率分别为 160 Hz、120 Hz 和 80 Hz。焊接速度从 0.5 毫米/秒到 1.18 毫米/秒不等。输入热量为 2.767 kJ/mm、焊接速度为 0.5 mm/s、脉冲频率为 160 Hz 时,最大熔深为 4.42 mm。反向马兰戈尼效应和电弧收缩效应是 ATIG 焊接熔深的机理。在这项研究中,使用了多标准决策工具--层次分析法(AHP)来验证所获得的最佳值。研究得出的最优值与使用 AHP 得出的最优值非常吻合。本次调查的结果表明,ATIG 焊接适用于连接大厚度的不锈钢平板,通过减少焊接道次来提高生产率。
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引用次数: 0
AUGMENTATION OF DEPTH OF PENETRATION AND PRODUCTIVITY BENEFITS OF ATIG WELDS USING THE AHP 使用 AHP 增加阿蒂格焊缝的熔透深度并提高生产率
Q4 Decision Sciences Pub Date : 2024-02-07 DOI: 10.13033/ijahp.v15i3.1120
Samarendra Acharya, D. Gonda, Santanu Das, Dipankar Bose, Rafikul Islam
Weldability is an important issue in the fabrication of different grades of stainless steel used in industry. Tungsten inert gas (TIG) welding is widely used in industry for accurate and precision work, but lack of penetration is observed in this process even though current and welding speed can be varied considerably to increase heat input to obtain deeper penetration. Increased heat input adversely affects mechanical properties of the weldment. To overcome this, activated flux TIG welding is often used in industry to achieve higher depth of penetration with relatively less heat input. In this study, activated flux TIG welding is used with input variables such as heat input, welding speed and pulse frequency. The chosen base metal is SS 304L stainless steel, and a hybrid flux mixture containing fluxes of SiO2, MnO2 and MoO3 in a ratio of 1:1:2 is used to obtain the desired depth of penetration. Nine experimental runs are conducted to obtain the optimum depth of penetration. Heat input values are 2.767 kJ/mm, 1.470 kJ/mm and 1.281 kJ/mm and pulse frequency is 160 Hz, 120 Hz and 80 Hz. Welding speed varies from 0.5 mm/s to 1.18 mm/s. A maximum depth of penetration of 4.42 mm is achieved with a heat input of 2.767 kJ/mm, welding speed of 0.5 mm/s and pulse frequency of 160 Hz. The reversed Marangoni effect and arc constriction effect are the mechanisms responsible for the deeper penetration in ATIG welding. In this research, a multi criteria decision making tool, the Analytical Hierarchy Process (AHP), is used to validate the optimum value obtained. The optimal values obtained in the research are in good accordance with those obtained using the AHP. The outcome of the present investigation indicates the applicability of ATIG welding for joining large thickness of stainless steel flats to give enhanced productivity by reducing the number of weld passes. 
可焊性是制造工业中使用的不同等级不锈钢的一个重要问题。钨极惰性气体(TIG)焊接在工业中被广泛用于精确和精密的加工,但在这一过程中,尽管电流和焊接速度可以大幅度改变,以增加热输入来获得更深的熔透,但仍会出现熔透不足的现象。热输入的增加会对焊接件的机械性能产生不利影响。为了克服这一问题,工业上通常采用活化焊剂氩弧焊,以相对较少的热量输入获得更深的熔透。本研究采用活化焊剂氩弧焊,输入变量包括热输入、焊接速度和脉冲频率。选择的母材是 SS 304L 不锈钢,并使用含有 SiO2、MnO2 和 MoO3 的混合助焊剂,其比例为 1:1:2,以获得所需的熔透深度。为获得最佳穿透深度,共进行了九次实验。热输入值分别为 2.767 kJ/mm、1.470 kJ/mm 和 1.281 kJ/mm,脉冲频率分别为 160 Hz、120 Hz 和 80 Hz。焊接速度从 0.5 毫米/秒到 1.18 毫米/秒不等。输入热量为 2.767 kJ/mm、焊接速度为 0.5 mm/s、脉冲频率为 160 Hz 时,最大熔深为 4.42 mm。反向马兰戈尼效应和电弧收缩效应是 ATIG 焊接熔深的机理。在这项研究中,使用了多标准决策工具--层次分析法(AHP)来验证所获得的最佳值。研究得出的最优值与使用 AHP 得出的最优值非常吻合。本次调查的结果表明,ATIG 焊接适用于连接大厚度的不锈钢平板,通过减少焊接道次来提高生产率。
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引用次数: 0
Fuzzy Cash Flow Analysis of Fluctuations in Interest Rates at the State Bank of Pakistan using Present Worth Criterion 使用现值标准对巴基斯坦国家银行利率波动进行模糊现金流分析
Q4 Decision Sciences Pub Date : 2024-01-20 DOI: 10.13033/ijahp.v15i3.1170
Ali Gohar
A systematic approach is required to analyze present worth by incorporating annual interest rate fluctuations. This is a key factor in attracting local and foreign investors and maintaining a level of economic advancement. This study primarily focuses on the domain of the State Bank of Pakistan (SBP) and contributes towards achieving three major objectives. The first objective includes modeling interest rate values as triangular fuzzy numbers, and using the Analytic Hierarchy Process (AHP), a Multi-criteria Decision-Making technique (MCDM). Second, the triangular fuzzy interest rates are forecasted over a future timespan. Subsequently, the last objective includes the use of the Present Worth Analysis (PWA) to calculate the final net present value. The results demonstrate a trend in interest rates with net present values of specific future years. This research is a good initiative for the SBP and helpful for both foreign and local investors. The study is novel in that it involves the merging of qualitative and quantitative data. Furthermore, the combination of the forecasting technique, the AHP, fuzzy set theory, and present worth criteria renders a unique approach to formulating present worth. There is no previous research of this magnitude that has been conducted on this topic in a developing country such as Pakistan. This study delves into the annual interest rate fluctuations, providing valuable insights for present worth calculations.
需要采用系统的方法,结合年利率波动分析现值。这是吸引本地和外国投资者以及保持经济发展水平的关键因素。本研究主要侧重于巴基斯坦国家银行(SBP)的领域,有助于实现三大目标。第一个目标包括将利率值建模为三角模糊数,并使用多标准决策技术(MCDM)--层次分析法(AHP)。其次,对未来一段时间内的三角模糊利率进行预测。随后,最后一个目标包括使用现值分析法(PWA)计算最终净现值。结果表明,利率趋势与未来特定年份的净现值有关。这项研究对新加坡中央银行来说是一个很好的举措,对外国和本地投资者都很有帮助。这项研究的新颖之处在于将定性和定量数据相结合。此外,预测技术、AHP、模糊集理论和现值标准的结合为制定现值提供了一种独特的方法。在巴基斯坦这样的发展中国家,还没有开展过如此大规模的相关研究。本研究深入探讨了年利率波动,为现值计算提供了宝贵的见解。
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引用次数: 0
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International Journal of the Analytic Hierarchy Process
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