A grey relational projection method for multi-attribute decision making based on intuitionistic trapezoidal fuzzy number

Zhang, Xin; Fang, Jye‐Siung; Лю, Пэйдэ

doi:10.1016/j.apm.2012.08.012

Cited by 156 publications

(81 citation statements)

References 28 publications

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“…Liu and Wu (2012) suggested a new model based on multi-granularity linguistic variables and VIKOR method for assessment of competency of human resources managers. Zhang et al (2013) developed a new decision making analysis method based on grey relational projection. Teng (2014, 2015) presented extended TODIM method with the form of 2-dimension uncertain linguistic variables and the intuitionistic uncertain linguistic variables.…”

Section: Methodsmentioning

confidence: 99%

Fuzzy Copras Method for Performance Measurement in Total Productive Maintenance: A Comparative Analysis

Bekar

Çakmakçı

Kahraman

2016

Journal of Business Economics and Management

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Abstract. Modern manufacturing firms should be supported by effective maintenance to become successful in their operations. One of the approaches for improving the performance of maintenance activities is to implement a total productive maintenance (TPM) strategy. Overall equipment effectiveness (OEE) is the key measure of TPM. According to the results of the literature review, the performance elements measured by the OEE tool are not sufficient to describe the effectiveness of TPM implementation. Hence, we aim at developing and evaluating new performance measures oriented towards the quantification of TPM implementation effectiveness under fuzzy environment. For the evaluation of each performance measure, at first, the nominal group technique has been used. Then to determine whether these performance measures are statistically significant, conjoint analysis based experimental design has been applied. In the second step, COmplex PRoportional ASsessment of alternatives with Grey relations (COPRAS-G) and the fuzzy COPRAS method has been developed to evaluate these performance measures in TPM. Proposed fuzzy COPRAS method gives the reassuring results of ranking newly developed performance measures in TPM.Keywords: COPRAS-G, performance measurement, new performance measures, total productive maintenance, conjoint analysis, fuzzy COPRAS. IntroductionTPM is a new concept for maintenance that better optimizes the equipment effectiveness, minimizes breakdowns and encourages operators to autonomous maintenance for day-to-day activities involving total workforce (Andersson 2015). TPM aims to improve equipment effectiveness during the lifetime of the equipment. 664E. Turanoglu Bekar et al. Fuzzy COPRAS method for performance measurement in total productive ... Nakajima (1988) initiated TPM concept in the 1980s, which brought measurable metric named OEE for measuring productivity of individual equipment in a factory. It explains and measures losses of significant sides of manufacturing specifically availability, performance, and quality rate.OEE approach has been starting to be widely used as an important quantitative metric for measurement of productivity in manufacturing operations (Huang et al. 2003). The use of OEE varies from one industry to another, and it is tailored to fit to comply with industries' specific requirements.According to the literature review on performance evaluation in TPM, OEE metric has widely been used as an important performance measure, but it is not adequate to define the effectiveness of TPM. Jeon et al. (2011) also suggested measuring the performance of TPM in terms of efficiency. This has caused to a requirement for a thoroughly described performance measurement system for TPM which is capable of considering different significant elements of productivity in a manufacturing process. Therefore, in this study new performance measures having an impact on TPM are proposed and proposed performance measures are evaluated under fuzzy environment.The innovative side of this study is to develop new per...

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Section: Methodsmentioning

confidence: 99%

Fuzzy Copras Method for Performance Measurement in Total Productive Maintenance: A Comparative Analysis

Bekar

Çakmakçı

Kahraman

2016

Journal of Business Economics and Management

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“…In contrast, if the index is cost-oriented, the minimum optimal sequence U and the maximum pessimism sequence L should be selected. With respect to the specific evaluation models, we use the traditional grey relationship method to analyze the variation trend in the degree of correlation between variable factors at different time periods for a 4PL supplier's technology index, and the improved grey relationship method to evaluate the comprehensive indexes for several 4PL suppliers [8,9,10]. The following section provides the case numerical study.…”

Section: Determination Methods For Grey Rela-tionship Weight and The Smentioning

confidence: 99%

4PL Suppliers Evaluating Indicator System Based on Grey Correlation Model

Ye¹,

Wu²

2015

TOCSJ

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Abstract:The fourth party logistics which acts as a new role will increasingly play more and more important functions. In this paper, for a given deformation problems of 4PL providers' evaluation, We builds up a fourth party logistics evaluating indicator system based on four factors, which are quality, technical abilities, collaboration and price. Besides, we studies the analysis methods of grey correlation model and gives the definition of the correlation coefficient. Then we quantifies the index system and gives different weights to all evaluation indexes by calculating the grey relational grades. The studies show that different variable factors on the impact of choosing the fourth party logistics suppliers and it is more suitable in the practice than traditional methods.

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“…Just as some professionals' query the feasibility of sustainable development, there are three views on the practical application of sustainable development to leisure agriculture, including completely believing that sustainable development is applicable to leisure agriculture, believing that sustainable leisure agriculture with environmental, social, and economic objectives can be jointly executed; secondly, specific thoughts denying the common development of sightseeing and social environments, where the former is perfect. Finally, facing existing challenges, the negative significant impact of sightseeing development is accepted, determines the full necessity of sustainable development, and is devoted to an overall integrated coordination strategy of sightseeing development and environmental protection (Hsu, 2011;Tai et al, 2011;Wei, 2011a;Wei, 2011b;Golmohammadi and Mellat-Parast, 2012;Luo and Wang, 2012;Manzardo et al, 2012;Zhu and Hipel, 2012;Zhang et al, 2013;Wang et al, 2013a;Chang, 2013a;2013b;Wang et al, 2013b;Oztaysi, 2014).…”

Section: Figure-2 Intelligent Digital Content Analysis and Recommendmentioning

confidence: 99%

“…Leisure agriculture and type of operation with sustainable customer value are analyzed by multi-criteria decision making (gray multi-attribute decision making and multi-objective planning). This study uses gray multiattribute decision making to select the optimal implementation plan, and then uses the priority factors, as sorted by the optimal implementation plan, to analyze the most important profit objectives of multi-objective planning according to different situations: the revenue model, cost structure, target unit profit, and developing the constraints (Hsu, 2011;Tai et al, 2011;Wei, 2011a;Wei, 2011b;Golmohammadi and Mellat-Parast, 2012;Luo and Wang, 2012;Manzardo et al, 2012;Zhu and Hipel, 2012;Zhang et al, 2013;Wang et al, 2013a;Chang, 2013a;2013b;Wang et al, 2013b;Oztaysi, 2014). Leisure agriculture is usually commerce and interest oriented, where the cultural aspect of sustainable operation takes cultural protection and popularization as the main implementation objectives; therefore, there are constant conflicts, meaning it is urgent to integrate the leisure agriculture of sustainable customer value with culture.…”

Section: Figure-2 Intelligent Digital Content Analysis and Recommendmentioning

confidence: 99%

An Exploration of Sustainable Customer Value and the Procedure of the Intelligent Digital Content Analysis Platform for Big Data Using Dynamic Decision Making

Wang

2016

Asian Journal of Economics and Empirical Research

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The dynamic Parasuraman, Zeithaml and Berry (PZB) service quality model is applied in the analysis of different customer clusters of sustainable customer value, while considering enterprise sustainability, customer relationship management (CRM), and customer equity of customer satisfaction and customer value. Based on intelligent digital content analysis and the recommendation platform of the different customer clusters of sustainable customer value, the dynamic six-sigma method is applied to the leisure agriculture of sustainable key resources and procedures solutions, as well as the impact of environmental and social costs and benefits. Based on the leisure agriculture of sustainable key resources and procedures solutions, the sustainable contradictions of leisure ecotourism agriculture are considered using dynamic multi-criteria decision making (dynamic gray multi-attribute decision making and dynamic multi-objective planning) to analyze the optimal plan for balancing the leisure agriculture of ecotourism and sustainable contradictions. First, sustainable and local identification plans are developed by the dynamic grey multi-attribute decision making method. Next, dynamic multi-objective planning is developed, as based on the priority factors sorted by gray multi-attribute decision making, in order to carry out the decision-making analysis of different objectives under different situations; thereby, helping the development of featured sustainable customer value of local leisure agriculture.

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A grey relational projection method for multi-attribute decision making based on intuitionistic trapezoidal fuzzy number

Cited by 156 publications

References 28 publications

Fuzzy Copras Method for Performance Measurement in Total Productive Maintenance: A Comparative Analysis

Fuzzy Copras Method for Performance Measurement in Total Productive Maintenance: A Comparative Analysis

4PL Suppliers Evaluating Indicator System Based on Grey Correlation Model

An Exploration of Sustainable Customer Value and the Procedure of the Intelligent Digital Content Analysis Platform for Big Data Using Dynamic Decision Making

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