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Journal articles on the topic 'Fuzzy anp'

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Published: 30 May 2022

Last updated: 31 May 2022

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1

Chen and Huang. "Deriving Fuzzy Weights of the Fuzzy Analytic Network Process via Fuzzy Inverse Matrix." Mathematics 7, no. 10 (October 1, 2019): 914. http://dx.doi.org/10.3390/math7100914.

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The analytic hierarchical process/network process (AHP/ANP) is a popular multi-criteria decision making approach for determining the optimal alternative or weights of criteria. Many papers have extended the AHP/ANP to consider the fuzzy environment to reflect the subjective uncertainty of decision-makers. However, the fuzzy ANP (FANP) is not as popular as the fuzzy AHP (FAHP), because the calculation of the fuzzy supermatrix results in the divergence of the steady-state. In this paper, we provide a novel mathematical programming model to calculate the limiting distribution of the fuzzy supermatrix by considering a fuzzy inverse matrix rather than directly calculate the fuzzy supermatrix by limiting powers. In addition, we use a numerical example to illustrate the proposed method and compare the results with the previous method. The numerical results indicate the proposed method has the least spread of the fuzzy weights, thus justifying the usefulness of the proposed method.

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Okfalisa, Okfalisa, Hidayati Rusnedy, Dwi Utari Iswavigra, B. Pranggono, Elin Haerani Haerani, and Saktioto Saktioto. "DECISION SUPPORT SYSTEM FOR SMARTPHONE RECOMMENDATION: THE COMPARISON OF FUZZY AHP AND FUZZY ANP IN MULTI-ATTRIBUTE DECISION MAKING." SINERGI 25, no. 1 (November 11, 2020): 101. http://dx.doi.org/10.22441/sinergi.2021.1.013.

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Previous researches outlined the advantages of the Analytical Hierarchy Process (AHP) and Analytic Network Process (ANP) methods in solving Multi-Attribute Decision Making (MADM) problems. The advancement of the above methods was continually developed as an effort to cover up various weaknesses. Mainly related to the consistency and linguistic variables in translating the expert opinions. Thus, it initialized the emergence of Fuzzy AHP (F-AHP) and Fuzzy ANP (F-ANP). Due to the restricted operation of these algorithms in smartphone selection, this research attempted to investigate the effectiveness of both methods in providing the analysis of criteria weight, the final recommendation weight, the product recommendation weight, and the execution time in DSS-SmartPhoneRec application development. A survey of one hundred respondents of University students identified the dominant criteria in selecting the smartphone, namely price, Random Access Memory (RAM), processor, internal memory, and camera. Hence, five alternative products were then chosen as the appropriate smartphones’ recommendations based on the respondent’s preferences. As an automatic tool, a DSS-SmartPhoneRec application was built to analyze and compare between F-AHP and F-ANP methods in resolving the smartphone selection cases. It revealed that the level of consistency of criteria weight, the final weight of recommendation, and the weight that the product-based F-ANP was 40% greater than F-AHP. In terms of execution time, F-AHP had a shorter time than F-ANP. Meanwhile, the comparison of products recommendation from DSS-SmartPhoneRec and a manual test showed that F-ANP was 16% more in line with the respondents’ predilection. In a nutshell, the DSS-SmartPhoneRec administered the devote smartphone recommendations based on the user’s expectation. The comparison analysis furnished a learning outcome for the users in determining the appropriate MADM method tailored to the type of cases.

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Dargi, Ahmad, Ali Anjomshoae, Masoud Rahiminezhad Galankashi, Ashkan Memari, and Masine Binti Md Tap. "Supplier Selection: A Fuzzy-ANP Approach." Procedia Computer Science 31 (2014): 691–700. http://dx.doi.org/10.1016/j.procs.2014.05.317.

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Demirel, Nihan Çetin, G. Nilay Yücenur, Tufan Demirel, and Hande Muşdal. "Risk-Based Evaluation of Turkish Agricultural Strategies using Fuzzy AHP and Fuzzy ANP." Human and Ecological Risk Assessment: An International Journal 18, no. 3 (May 2012): 685–702. http://dx.doi.org/10.1080/10807039.2012.672902.

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Ozdemir, Yavuz, and Sahika Ozdemir. "Extended prioritizing of store plan alternatives produced with shape grammar using the generalized Choquet integral method." Environment and Planning B: Urban Analytics and City Science 46, no. 5 (November 8, 2017): 931–47. http://dx.doi.org/10.1177/2399808317739892.

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In the previous paper, the store plan alternatives produced with shape grammar were evaluated using two of multi-criteria decision making techniques with triangular fuzzy numbers, namely fuzzy Analytic Hierarchy Process and fuzzy ANP. In addition to fuzzy Analytic Hierarchy Process and fuzzy ANP results, another multi-criteria decision making technique, the generalized Choquet integral method with trapezoidal fuzzy numbers, is used for evaluation and the result of this method is compared with fuzzy Analytic Hierarchy Process and fuzzy ANP results. The main contribution of this paper is to determine the interdependency among main criteria and subcriteria, the nonlinear relationship among them and the environmental uncertainties while prioritizing plan alternatives using the generalized Choquet integral method with the experts’ same data that evaluated in the previous study. To the authors’ knowledge, this will be the first interdisciplinary study which uses the generalized Choquet integral method in the field of architectural design.

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Jajimoggala, Sarojini, V. V. S. Kesava Rao, and Beela Satyanarayana. "Maintenance Strategy Evaluation Using ANP and Goal Programming." International Journal of Strategic Decision Sciences 2, no. 2 (April 2011): 56–77. http://dx.doi.org/10.4018/jsds.2011040104.

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An optimal maintenance strategy mix is necessary for increasing availability and reliability levels of production facilities without significantly increasing operational costs. The selection of maintenance strategies is a typical Multiple Criteria Decision-Making (MCDM) problem with conflicting goals. Consideration of interdependence among the criteria and alternative policies for maintenance strategy provides valuable cost savings and greater benefits for any hybrid flow systems. For any decision maker, it is convenient to prioritize the criteria of MCDM problems and goals of goal programming problems in fuzzy terms. This paper presents an integrated approach for maintenance policy selection, using fuzzy Analytic Network Process (ANP) within a Goal Programming, based on fuzzy preemptive priority where goal hierarchies are specified in different levels of fuzzy importance. To overcome the criticism of inconsistency, unbalanced scale of judgments and uncertainty in the pair-wise comparison process, criteria weights are determined using modified fuzzy LLSM method.

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Hemmati, Narges, Masoud Rahiminezhad Galankashi, Din Mohammad Imani, and Hiwa Farughi. "Maintenance policy selection: a fuzzy-ANP approach." Journal of Manufacturing Technology Management 29, no. 7 (November 5, 2018): 1253–68. http://dx.doi.org/10.1108/jmtm-06-2017-0109.

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PurposeThe purpose of this paper is to develop a fuzzy analytic network process (FANP) model to select the maintenance policy of an acid manufacturing company.Design/methodology/approachFour maintenance strategies of Corrective Maintenance (CM), Time-Based Maintenance (TBM), Condition-Based Maintenance (CBM) and Shutdown Maintenance (SM) are investigated to be considered for seven equipment of the case study. These equipment are almost new and include boiler, molten sulfur ponds, cooling towers, absorption tower, converter, sulfur fuel furnace and heat exchanger. Chang’s extended analysis has been employed to deal with fuzzy data and analyze the fuzzy decision matrices. The proposed approach is applied to a sulfuric acid production plant and the suitable maintenance policy is found for all seven equipment of the company.FindingsBased on the obtained results, the CBM policy is appropriate for high-risk (cooling tower) and high added value equipment (absorption tower). In addition, TBM is selected for boiler and converters while SM is selected for molten sulfur ponds. Finally, high-cost, low-risk and low added value equipment (sulfur fuel furnace and heat exchanger) are more appropriate with CM policy.Originality/valueThis research presents a novel idea to consider cost, risk and added value in the context of maintenance policy selection. From the methodological and theoretical features, this research offers new insights in this area since, to the best of the authors’ knowledge, no comparable study has been conducted before.

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Yu, Yong Tao, and Ying Ding. "Sensitivity Analysis of Carrier Aviation Support System Based on Fuzzy-ANP." Applied Mechanics and Materials 574 (July 2014): 569–76. http://dx.doi.org/10.4028/www.scientific.net/amm.574.569.

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System sensitivity is an important basis for carrier aviation support system design and improvement. According to research presented fuzzy network analysis (Fuzzy-ANP) to achieve sensitivity analysis of carrier aviation support system. The first is based on ANP method to establish sensitivity analysis network model of carrier aviation support system, followed by the application of fuzzy theory to determine the weight of sensitivity analysis index, and finally enter specific technical parameters based on secondary subsystem or device of carrier aviation support system, sensitivity analysis, corrected analytical model, proposed carrier aviation support system design suggestions.

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Soesanto, Oni, Muhammad Mahfuzh Shiddiq, and Oktarini Oktarini. "ANALYTIC NETWORK PROCESS (ANP) PADA BALANCED SCORECARD (BSC) DENGAN PENDEKATAN FUZZY." KLIK - KUMPULAN JURNAL ILMU KOMPUTER 3, no. 2 (October 5, 2016): 205. http://dx.doi.org/10.20527/klik.v3i2.56.

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<p align="center"><strong>ABSTRAK</strong></p><p>Himpunan <em>fuzzy</em> merupakan perkembangan dari himpunan klasik. Himpunan <em>fuzzy</em> digunakan sebagai dasar dalam logika <em>fuzzy</em>. Logika <em>fuzzy</em> banyak diterapkan pada penelitian teknik pengambilan keputusan. Teknik pengambilan keputusan yang menerapkan logika <em>fuzzy</em> juga dapat digunakan dalam <em>Balanced ScoreCard</em> (BSC). Salah satu metode teknik pengambilan keputusan adalah <em>Fuzzy Analytic Hierarchy Process </em>(FAHP). FAHP telah diterapkan dalam BSC, namun tidak mencerminkan kondisi BSC sehingga diperlukan metode lain yangÂ memperhatikan keterkaitan antar aspek,Â yaitu <em>Fuzzy Analytic Network Process </em>(FANP). FANP mampu memperbaiki kelemahan FAHP berupa kemampuan mengakomodasi keterkaitan antar kriteria atau alternatif. Paper ini membahas konsep pendekatan <em>Fuzzy</em> pada metode ANP menggunakan <em>extent analysis method</em><em> </em>untuk mengukur kinerja perusahaan berdasarkan indikator dalam perspektif BSC.</p><p><strong>Kata Kunci</strong>: <em>Balanced Scorecard</em> (BSC), Metode <em>extent analysis, Fuzzy Analytic Network Process</em> (FANP), <em>Triangular Fuzzy Number </em>(TFN)</p>

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Akbari, Fatemeh, Hamed Fazlollahtabar, and Iraj Mahdavi. "An Uncertain Decision Making Process Considering Customers and Services in Evaluating Banks." International Journal of Strategic Decision Sciences 4, no. 2 (April 2013): 48–78. http://dx.doi.org/10.4018/jsds.2013040104.

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In today’s changing environment two properties are required to service namely good relation with customers and service quality. Nowadays no organization can get great achievement unless it can attract sufficient customers providing better service quality is important for service firms. This paper proposes a novel combined approach utilizing group decision making process to evaluate and rank criteria influencing the customer relationship management and service quality of four banks in Iran based on fuzzy decision making trial and evaluation laboratory (Fuzzy DEMATEL) and fuzzy analytic network process (Fuzzy ANP). Defuzzification of decision makers’ judgments is handled by Converting Fuzzy data into Crisp Scores (CFCS) method. Fuzzy DEMATEL is applied to deal with inner dependencies among criteria. Fuzzy ANP is used to compute final ranking of four banks as an empirical example. An empirical study is presented to illustrate the application of the proposed method.

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Demirtaş, Nurgül, Şenim Özgürler, Mesut Özgürler, and Ali Fuat Güneri. "Selecting e-Purse Smart Card Technology via Fuzzy AHP and ANP." Journal of Applied Mathematics 2014 (2014): 1–14. http://dx.doi.org/10.1155/2014/619030.

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Developments in the information technologies provide important advantages to consumers and companies. Nowadays, smart card technology starts to use e-purse applications. The aim of this paper is to identify the most important decision criteria to select the best card technology. In this study, at first smart card and multiple selection techniques were explained. Then the best card technology was selected for an e-purse application. The three types of card technologies were examined and the most important criteria were taken into account by the software developer while they develop card software. Fuzzy analytic hierarchy process (FAHP) and analytical network process (ANP) techniques were used to compare smart card technologies.

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Wu, Luyuan, Haibo Bai, Chao Yuan, and Changyu Xu. "FANPCE TECHNIQUE FOR RISK ASSESSMENT ON SUBWAY STATION CONSTRUCTION." JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT 25, no. 6 (June 26, 2019): 599–616. http://dx.doi.org/10.3846/jcem.2019.10373.

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Risk assessment is critical for the construction of the subway station to improve the risk management and reduce the additional loss. According to field investigation of safe construction, the analytical network process (ANP), fuzzy set theory and fuzzy comprehensive evaluation (FCE), a fuzzy ANP comprehensive evaluation (FANPCE) model was proposed to evaluate the risk of subway station construction in this paper. Twelve key risk factors of subway station construction were identified through literature review and questionnaires. The interdependency among risk factors were illustrated through the network structure of ANP, and then a weight matrix of single risk factors was built by comments and survey results, and the interdependent weight matrix was quantified by integrating the triangular fuzzy number into the ANP. Subsequently, the total risk rank of assessed projects can be quantified though the synthesis of weight matrices with the synthetic operator of FCE. Wu Lu Kou subway station was selected as a case study. The results imply that, construction experience, underground water, and safety consciousness have a substantial influence on construction projects and that the total construction risk of Wu Lu Kou subway station is ranked at I level. Moreover, the loss analysis of the whole construction process verifies this method. This research contributes to developing a FANPCE method to identify the risk factors with high weights, assess the risk rank of projects and appropriately respond to the results. In addition, the developed fuzzy set theory-ANP-FCE integrated network provides stakeholders a consolidated model for the risk evaluation.

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Afshani, Jamshid, Abbas Karimi, Nafiseh Osati Eraghi, and Faraneh Zarafshan. "A Fuzzy DEMATEL-ANP-Based Approach to Prioritize Activities in Enterprise Architecture." Complexity 2022 (March 15, 2022): 1–12. http://dx.doi.org/10.1155/2022/2158255.

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Prioritization of activities is a multicriteria problem that includes both quantitative and qualitative factors. Moreover, due to the nature of organizations and activities, the impact of activities on each other is fuzzy. Prioritizing activities in real and fuzzy situations will help an organization’s decision makers to make the right decisions. In this paper, a new fuzzy hybrid methodology is proposed to describe and prioritize the activities of the organization in fuzzy conditions. First, the activities of the organization are described in a new fuzzy format based on activity model (OV-5) of the C4ISR framework. Furthermore, fuzzy DEMATEL is used to calculate the interdependencies between activities, and then fuzzy ANP is used to calculate the weight of each activity. Finally, by combining the results of the two methods, the priority of activities was calculated. Additionally, an empirical study is presented to illustrate the application of the proposed method.

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Wang, Hai Yong, Xiao Ming Wang, and Jian Wu Dang. "Comprehensive Evaluation Study of Multiple Comfort for High-Speed Train." Applied Mechanics and Materials 571-572 (June 2014): 312–17. http://dx.doi.org/10.4028/www.scientific.net/amm.571-572.312.

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The fuzzy comprehensive evaluation model of comfort of high-speed train was established by using Fuzzy-ANP. In this model,firstly, the weight of each multiple index was determined by employing ANP; Secondly, the fuzzy evaluation matrix of multiple index was assessed by the expert scoring method; Finally, the evaluation grade of comfort of high-speed train under multi-hierarchy was discussed by using the fuzzy comprehensive evaluation method combined with the weight and the fuzzy evaluation matrix of each multiple index . The evaluation method provided an effective theoretical support for comprehensive assessment research of comfort of high-speed train through the analysis of an example. This template explains and demonstrates how to prepare your camera-ready paper for Trans Tech Publications.

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Nisa Afifa, Yunika, and Imam Santoso. "Risk Analysis and Mitigation Using SCOR -Fuzzy ANP." Indian Journal of Science and Technology 11, no. 24 (June 1, 2018): 1–13. http://dx.doi.org/10.17485/ijst/2018/v11i24/117978.

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Yazgan, Harun Resit. "Selection of dispatching rules with fuzzy ANP approach." International Journal of Advanced Manufacturing Technology 52, no. 5-8 (June 22, 2010): 651–67. http://dx.doi.org/10.1007/s00170-010-2739-7.

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Guneri, A. F., M. Cengiz, and S. Seker. "A fuzzy ANP approach to shipyard location selection." Expert Systems with Applications 36, no. 4 (May 2009): 7992–99. http://dx.doi.org/10.1016/j.eswa.2008.10.059.

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Samanlioglu, Funda, and Zeki Ayağ. "Concept selection with hesitant fuzzy ANP-PROMETHEE II." Journal of Industrial and Production Engineering 38, no. 7 (July 24, 2021): 547–60. http://dx.doi.org/10.1080/21681015.2021.1944918.

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Yuan, Ping, and Mei Wang. "The Research of Evaluation for Product Conceptual Design Based on ANP and Fuzzy Theory." Advanced Materials Research 311-313 (August 2011): 2174–81. http://dx.doi.org/10.4028/www.scientific.net/amr.311-313.2174.

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A approach based on Analytic Network Process (ANP) and fuzzy theory is proposed in order to improve the evaluation system, which is comprised of correlative indexes, of product conceptual design schemes, as well as to select the best scheme and guide the continuous improvement of it. With the application of the concept of fuzzy measure, a new algorithm with ANP is introduced to replace Shapley algorithm to get the fuzzy measures. The interaction values among arbitrary number of evaluation indexes are calculated by plugging the fuzzy measures into the interaction index formula, which is deduced from Shapley value formula and fuzzy reasoning. Then according to the interaction values, the best scheme selected by calculating Choquet integral is improved further. Finally a case study of aged mobile phone design evaluation is conducted to demonstrate the application of this method.

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Tajadod, Malek, Mohammadali Abedini, Ali Rategari, and Mohammadsadegh Mobin. "A Comparison of Multi-Criteria Decision Making Approaches for Maintenance Strategy Selection (A Case Study)." International Journal of Strategic Decision Sciences 7, no. 3 (July 2016): 51–69. http://dx.doi.org/10.4018/ijsds.2016070103.

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The growth of world-class manufacturing companies and global competition caused significant changes in the manufacturing companies operations. These changes have affected maintenance and made its role even more crucial to stay ahead of the competition. Maintenance strategy selection is one of the strategic decision-making issues that manufacturing companies in the current competitive world are facing. In this paper, a comparison between different Multiple Criteria Decision Making (MCDM) approaches is conducted in a dairy manufacturing factory to rank the maintenance strategies. The aim is to suggest an appropriate approach for the best selection of the maintenance strategy. The decision-making elements including evaluation criteria/sub-criteria and problem alternatives, i.e., maintenance strategies are determined and a group of experts from the case-study factory are asked to make their pair-wise comparisons. The pair-wise comparison matrix is constructed by using the crisp and triangular fuzzy numbers, while the aggregation of individual priorities (AIP) approach is utilized to aggregate the decision-makers' judgments. The priority vectors of decision elements are calculated by Mikhailov's fuzzy preference programming (FPP) methods and the final weights of the decision elements are found. Results show that when the effectiveness of one element on the other elements is higher, it will have greater weights; and therefore, the results from the analytic network process (ANP) method is completely different from those of the analytic hierarchy process (AHP). The reason for the differences between the AHP and Fuzzy AHP (FAHP) with the ANP and Fuzzy ANP (FANP) is that both AHP and FAHP evaluate the criteria only based on the level of importance and do not consider the interdependencies and interactions among the evaluation elements. In this research, a predictive maintenance is selected as the most appropriate strategy in the case company and the preventive strategies outperformed the corrective strategies. The results of this research are consistent with the results of previous studies found in the literature.

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Vinodh, S., T. S. Sai Balagi, and Adithya Patil. "A hybrid MCDM approach for agile concept selection using fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS." International Journal of Advanced Manufacturing Technology 83, no. 9-12 (August 23, 2015): 1979–87. http://dx.doi.org/10.1007/s00170-015-7718-6.

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Hatefi, Seyed Morteza, and Jolanta Tamošaitienė. "AN INTEGRATED FUZZY DEMATEL-FUZZY ANP MODEL FOR EVALUATING CONSTRUCTION PROJECTS BY CONSIDERING INTERRELATIONSHIPS AMONG RISK FACTORS." JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT 25, no. 2 (February 13, 2019): 114–31. http://dx.doi.org/10.3846/jcem.2019.8280.

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Construction projects are associated with a number of uncertainties due to their expanse, complex nature, uniqueness, and dynamic states. Risks in construction projects are, indeed, the events or uncertain situations that can have negative or positive consequences on the project objectives. Many of the risks inherent in construction projects affect each other. For example, the time risk in construction projects can affect the cost risk and vice versa. The intertwined relations between risk factors are ignored in the traditional construction risk assessment methods. To fulfill this gap, this paper proposes an integrated fuzzy DEMATEL-fuzzy ANP model to evaluate construction projects and their overall risks by considering intertwined relations among risk factors. Fuzzy DEMATEL is used to determine the interrelationships and interdependencies among risk factors. The network structure for implementing the fuzzy ANP method is extracted based on the results of fuzzy DEMATEL. The fuzzy ANP is applied to assess the relative importance of risk factors and alternatives and prioritize construction projects. The proposed integrated model is used to evaluate five construction projects based on risk factors in Isfahan, Iran. The results of applying the integrated model reveal that the time, cost and safety risks with the weight values of 0.056, 0.038, and 0.034 are the most important factors among construction risks, respectively. The results reveal that the proposed model can help managers to evaluate the overall risks of construction projects, and select the best project that has the lowest risk.

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Vinodh, S., and S. Aravind Raj. "Determination of Leagile Supply Chain Index Using Fuzzy ANP Approach." Advanced Materials Research 488-489 (March 2012): 1614–18. http://dx.doi.org/10.4028/www.scientific.net/amr.488-489.1614.

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The contemporary manufacturing industries highly depend upon the change in customer needs and also focus on their varying demands across the supply chain. The uncertain demand and supply factor paves the successful supply chain of the manufacturing organization. The manufacturing organizations themselves imply many quality principles to withstand in the competitive market. This article deals with the selection of best suitable alternative for the case supply chain using Fuzzy Analytical Network Process (ANP). The advantage of using Fuzzy ANP is the selection of best suitable alternative by considering various interdependent values across the supply chain and also overcome vagueness associated with the computation.

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Zegordi, S. H. "Power Plant Project Risk Assessment Using a Fuzzy-Anp and Fuzzy-Topsis Method." International Journal of Engineering 25, no. 2 (B) (May 2012): 107–20. http://dx.doi.org/10.5829/idosi.ije.2012.25.02b.04.

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Kuo, R. J., C. W. Hsu, and Y. L. Chen. "Integration of fuzzy ANP and fuzzy TOPSIS for evaluating carbon performance of suppliers." International Journal of Environmental Science and Technology 12, no. 12 (May 12, 2015): 3863–76. http://dx.doi.org/10.1007/s13762-015-0819-9.

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Demirel, Tufan, Hande Muşdal, Nihan Çetin Demirel, and G. Nilay Yücenur. "Multi-Criteria Evaluation of Land Cover Policies Using Fuzzy AHP and Fuzzy ANP: The Case of Turkey." Human and Ecological Risk Assessment: An International Journal 15, no. 4 (August 5, 2009): 746–64. http://dx.doi.org/10.1080/10807030903051168.

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Tian, Chao, and Juan-juan Peng. "AN INTEGRATED PICTURE FUZZY ANP-TODIM MULTI-CRITERIA DECISION-MAKING APPROACH FOR TOURISM ATTRACTION RECOMMENDATION." Technological and Economic Development of Economy 26, no. 2 (December 3, 2019): 331–54. http://dx.doi.org/10.3846/tede.2019.11412.

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In this paper, the picture fuzzy score and accuracy function are first defined. Then, a corresponding comparative method between two picture fuzzy numbers (PFNs) is developed. Next, a novel normalized picture fuzzy distance measure between two PFNs is disclosed, and part of the characteristics of the proposed distance measure are discussed. Afterwards, on the basis of the analytic network process (ANP) and an Acronym in Portuguese of Interactive and Multi-Criteria Decision-Making (TODIM) methods, an integrated ANP-TODIM approach is developed to resolve multi-criteria decision-making (MCDM) where the weights of the criteria are fully unknown. We use ANP approach to decide the weights of criteria on the basis of expert mean assessment method, and TODIM is utilized to obtain the ranking of alternatives. Finally, an illustrative example of an optimal tourism attraction recommendation is provided to testify applicability of the developed decision-making method and prove that its results are effective and reasonable.

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Razavi Toosi, S. L., and J. M. V. Samani. "Prioritizing Watersheds Using a Novel Hybrid Decision Model Based on Fuzzy DEMATEL, Fuzzy ANP and Fuzzy VIKOR." Water Resources Management 31, no. 9 (May 5, 2017): 2853–67. http://dx.doi.org/10.1007/s11269-017-1667-9.

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Hu, Zhi Hua, and Lei Zhang. "Sustainable Comprehensive Evaluation of Highway Construction Project Based on ANP-FCE Model." Advanced Materials Research 639-640 (January 2013): 1269–74. http://dx.doi.org/10.4028/www.scientific.net/amr.639-640.1269.

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Using Analytic Network Process (ANP) to determine the index weight of sustainable comprehensive evaluation of highway construction project and Fuzzy Comprehensive Evaluation (FCE) to evaluate synthetically，the ANP-FCE model is discussed. The method of sustainable comprehensive evaluation of highway construction project based on the ANP-FCE model is proposed, and the applicability in sustainable comprehensive evaluation of highway construction project is verified.

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Peng, Zhenxing, Lina He, Yushi Xie, Wenyan Song, Jue Liu, Xinguo Ming, and Mark Goh. "A Pythagorean fuzzy ANP-QFD-Grey relational analysis approach to prioritize design requirements of sustainable supply chain." Journal of Intelligent & Fuzzy Systems 42, no. 4 (March 4, 2022): 3893–907. http://dx.doi.org/10.3233/jifs-212131.

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A sustainable supply chain (SSC) is vital for company’s sustainability success, so it is imperative to identify and prioritize SSC’s design requirements (DRs) for better SSC planning. For customer-centric markets, the customer requirements (CRs) need to be integrated into SSC’s DRs. This paper thus proposes a customer-centric approach based on Analytic Network Process (ANP), Quality Function Deployment (QFD), Grey Relational Analysis (GRA), and Pythagorean Fuzzy Set (PFS) to rank SSC’s DRs, considering CRs and information ambiguity. The PFS is combined with ANP, QFD, and GRA to better handle uncertainty in the SSC. The Pythagorean fuzzy ANP is applied to analyze the correlations among the sustainable CRs and determine the corresponding weights. The sustainable CRs are transformed into the DRs using the Pythagorean fuzzy QFD. The relationships among the resulting DRs are analyzed through Pythagorean fuzzy GRA to prioritize DRs. The approach is validated through a case study. The results obtained in this paper shows that the proposed method is efficient to prioritize DRs of SSC with the consideration of sustainable CRs under uncertain environment. The novelties of proposed method are that it not only offers a customer-oriented SSC planning method through the integration of ANP, QFD and GRA, but also can reflect the uncertain information with a broader membership representation space via PFSs. Based on the proposed method, the decision-maker can conduct comprehensive analysis to prioritize DRs and design appropriate SSC to fulfill CRs under uncertain environment.

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Haghighat, Navid. "Evaluating Airline Service Quality Using Fuzzy DEMATEL and ANP." Strategic Public Management Journal 3, no. 6 (December 28, 2017): 57–77. http://dx.doi.org/10.25069/spmj.351296.

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Ayag, Zeki. "A fuzzy ANP approach to evaluate computer simulation packages." International Journal of Business and Systems Research 10, no. 2/3/4 (2016): 332. http://dx.doi.org/10.1504/ijbsr.2016.075752.

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Pourjavad, Ehsan, and Hadi Shirouyehzad. "Evaluating manufacturing systems by fuzzy ANP: a case study." International Journal of Applied Management Science 6, no. 1 (2014): 65. http://dx.doi.org/10.1504/ijams.2014.059294.

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Siregar, I., I. Rizkya, K. Syahputri, R. M. Sari, Anizar, F. Ariani, and A. Pintoro. "Priority of Selection Suppliers with Fuzzy ANP COPRAS-G." Journal of Physics: Conference Series 1230 (July 2019): 012055. http://dx.doi.org/10.1088/1742-6596/1230/1/012055.

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Toklu, Merve Cengiz, and Harun Taşkın. "A Dynamic Performance Evaluation Model for SMEs Based on Fuzzy DEMATEL and Fuzzy ANP." International Journal of Operations Research and Information Systems 10, no. 3 (July 2019): 16–30. http://dx.doi.org/10.4018/ijoris.2019070102.

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Performance evaluation is a systematic way for companies to analyze their current status and progress to reach their goals. Companies constantly evaluate their processes in research and development, purchasing, production, sales and marketing departments in order to determine new ways to improve their capabilities. In this study, the authors proposed an evaluation model to evaluate the performance of small and medium enterprises (SME) which play a major role in country's economy under given high attention to “Production Process.” In the proposed model, Fuzzy Decision Making Trial and Evaluation Laboratory (F-DEMATEL) and Fuzzy Analytic Network Process (F-ANP) methods were used to calculate the weights of performance criteria. A case study has been conducted in a manufacturing SME for empirical evidence. The results from this study indicate that C5.1 (new processes on the current or new products are developed and applied expeditiously), C3.3 (products are delivered on time) and C5.3 (products are appropriate to environment, health, safety and regulatory policies) are the most important criteria for the company to which the model was applied. “C5 Process Management” and “C3 Production Planning” are declared as two important main criteria relevance to others.

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Aliakbari Nouri, Fahimeh, Saber Khalili Esbouei, and Jurgita Antucheviciene. "A Hybrid MCDM Approach Based on Fuzzy ANP and Fuzzy TOPSIS for Technology Selection." Informatica 26, no. 3 (January 1, 2015): 369–88. http://dx.doi.org/10.15388/informatica.2015.53.

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Wu, Chung-Min, Ching-Lin Hsieh, and Kuei-Lun Chang. "A Hybrid Multiple Criteria Decision Making Model for Supplier Selection." Mathematical Problems in Engineering 2013 (2013): 1–8. http://dx.doi.org/10.1155/2013/324283.

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The sustainable supplier selection would be the vital part in the management of a sustainable supply chain. In this study, a hybrid multiple criteria decision making (MCDM) model is applied to select optimal supplier. The fuzzy Delphi method, which can lead to better criteria selection, is used to modify criteria. Considering the interdependence among the selection criteria, analytic network process (ANP) is then used to obtain their weights. To avoid calculation and additional pairwise comparisons of ANP, a technique for order preference by similarity to ideal solution (TOPSIS) is used to rank the alternatives. The use of a combination of the fuzzy Delphi method, ANP, and TOPSIS, proposing an MCDM model for supplier selection, and applying these to a real case are the unique features of this study.

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Ayağ, Zeki, and Ahmet Yücekaya. "A Fuzzy ANP-Based GRA Approach to Evaluate ERP Packages." International Journal of Enterprise Information Systems 15, no. 1 (January 2019): 45–68. http://dx.doi.org/10.4018/ijeis.2019010103.

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One of the major problems that most companies face with during the implementation of an ERP system is to determine the best satisfying ERP software based on their needs and expectations. Because an improperly selected ERP software might lead to time loss and increased costs, and in the long run, a loss of market share. Therefore, the ERP evaluation process for companies becomes to a vital point. On the other hand, evaluating ERP software alternatives under a set of criteria leads us to a multiple-criteria decision making (MCDM) problem, and needs to use proper MCDM methods. In the current literature, a number of the MCDM methods have been proposed to solve these kinds of problems, both of which are the analytic network process (ANP) of Saaty, and grey relational analysis (GRA) which has been widely used in solving MCDM selection problems in various fields. Moreover, in this article, the authors used the fuzzy extension of the ANP method to reflect the uncertainty and ambiguity of decision maker(s) into problem in order to reach more reliable solution. As the fuzzy ANP method was used to calculate the priority weights of the evaluation criteria, the GRA method with fuzzy interval-values was employed to rank a set of the possible ERP software alternatives. The proposed approach was also validated in a case study to show its applicability to potential readers and practitioners.

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Büyüközkan, Gülçin, and Gizem Çifçi. "A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers." Expert Systems with Applications 39, no. 3 (February 2012): 3000–3011. http://dx.doi.org/10.1016/j.eswa.2011.08.162.

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Wu, Tong, and Xinwang Liu. "An interval type-2 fuzzy ANP approach to evaluate enterprise technological innovation ability." Kybernetes 45, no. 9 (October 3, 2016): 1486–500. http://dx.doi.org/10.1108/k-01-2016-0011.

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Purpose The purpose of this paper is to overcome the drawbacks of analytic hierarchy process in solving complex decision-making problems, especially for the evaluation of enterprise technology innovation ability (ETIA). Because interval type-2 fuzzy sets (IT2 FSs) can handle uncertainty linguistic variables in a more flexible and precise way than type-1 fuzzy sets with their second fuzzy membership functions, a fuzzy ANP method with IT2 FSs is proposed to evaluate the ETIA. Design/methodology/approach The criteria of evaluation on ETIA are identified and an evaluation model for ETIA is constructed on the basis of the application analysis of ETIA and theoretical design of ANP. In addition, two different ranking methods of IT2 FSs are applied in processing the relationships between influence factors of ETIA. Findings By using the proposed interval type-2 fuzzy ANP (IT2 FANP) method, the efficiencies of the whole evaluation of ETIA can be measured and the important factors in the ETIA can also be determined. Compared with the type-1 FANP through the ranking results, the proposed IT2 FANP is more reasonable and robust for the evaluation of ETIA. Practical implications The proposed IT2 FANP method is applied on the evaluation of ETIA. With respect to the application, the proposed method can be used to evaluate many more complex problems that contain feedback and circular relationships. Originality/value The proposed IT2 FANP approach can solve the complexities and uncertainties at the same time. Considering the subjective initiative of decision-makers and the feedback between influence factors, the proposed method is more efficient than the existing type-1 approaches in the literature.

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Tadić, Snežana, Slobodan Zečević, and Mladen Krstić. "A novel hybrid MCDM model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR for city logistics concept selection." Expert Systems with Applications 41, no. 18 (December 2014): 8112–28. http://dx.doi.org/10.1016/j.eswa.2014.07.021.

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Hamal, Serhan, Ozlem Senvar, and Ozalp Vayvay. "Selection of optimal renewable energy investment project via fuzzy ANP." Pressacademia 5, no. 2 (June 30, 2018): 224–33. http://dx.doi.org/10.17261/pressacademia.2018.827.

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Ayağ, Z., and R. G. Özdemİr. "An intelligent approach to ERP software selection through fuzzy ANP." International Journal of Production Research 45, no. 10 (May 15, 2007): 2169–94. http://dx.doi.org/10.1080/00207540600724849.

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Wei, Jin Yu, Xin Li, and Ran Bi. "The Research on Human Resource Management Based on Fuzzy ANP." Key Engineering Materials 439-440 (June 2010): 772–77. http://dx.doi.org/10.4028/www.scientific.net/kem.439-440.772.

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Human resource management's objective, is to maximize the return on investment from the organization's human capital and minimize financial risk. The position of it is more and more important in modern society. This study introduced an effective method to evaluate factors that effect on human resource management. Fuzzy ANP method was introduced in detail, and it was used to compute the weights of each factor of the model.

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Abikova, Jana. "Application of fuzzy DEMATEL–ANP methods for siting refugee camps." Journal of Humanitarian Logistics and Supply Chain Management 10, no. 3 (April 28, 2020): 347–69. http://dx.doi.org/10.1108/jhlscm-12-2018-0078.

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PurposeThe aim of this paper was to investigate the criteria and sub-criteria with the most impact on determining a suitable location for refugee camps. This paper also analysed the relationships between the main criteria used in the selection process.Design/methodology/approachThis study applied a combination of fuzzy methods and the Decision-Making Trial and Evaluation Laboratory (DEMATEL) and Analytical Network Process (ANP) methods as tools for multiple-criteria decision analysis. A questionnaire was distributed to field workers in an international humanitarian organization team.FindingsFive main criteria and twenty sub-criteria were defined. Between them, the highest ranked sub-criteria were long-term planning, optimal distribution and opportunity for growth. These findings were specific to the interviewed respondents of presented research at the time the data were collected and offer a potential research design for future research examining different organizations and teams.Research limitations/implicationsThe methods and evaluation were based on human opinions that were potentially biased.Practical implicationsThe results of this study could be useful to government organizations, UN agencies, humanitarian organizations and other decision-making parties in selecting camp locations for refugees or internally displaced people according to how the importance of particular sub-criteria is understood.Originality/valueNew sub-criteria were included in this research. To date, the combination of fuzzy, DEMATEL and ANP methods has not been previously used in relation to these issues. Scientific knowledge concerning refugee camp siting problems is limited. This research extends this knowledge with the involvement of humanitarian workers as respondents. This paper also offers organizations a process for solving complex decision-making problems with long-term results or effect.

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IGNATIUS, Joshua, Amirah RAHMAN, Morteza YAZDANI, Jonas ŠAPARAUSKAS, and Syarmila Hany HARON. "AN INTEGRATED FUZZY ANP–QFD APPROACH FOR GREEN BUILDING ASSESSMENT." JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT 22, no. 4 (August 27, 2016): 551–63. http://dx.doi.org/10.3846/13923730.2015.1120772.

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One of the major concerns in the construction industry is the sustainability of building projects. There are various trade-offs between functionality and design, which often lead to an issue of whether sustainably designed buildings would meet stakeholder requirements. This paper provides a novel integrated structure for assessing green buildings realistically based on stakeholders’ fuzzy preferences. In particular, the paper uses the analytic network approach (ANP) to evaluate the correlation matrices in a quality function deployment (QFD) framework. A case study on green building index assessment in Malaysia illustrates the proposed integrated method. Sensitivity analysis validated the customer-stakeholder agreement towards the design of the green building. Cluster analysis was also used to group design specifications prior to the analysis.

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Zhou, Xianfu, Jing Xu, Yanbin Sun, Jing Zhang, and Mengyao Hu. "ANP-based fuzzy comprehensive evaluation system for electric power environment." Journal of Physics: Conference Series 1549 (June 2020): 052087. http://dx.doi.org/10.1088/1742-6596/1549/5/052087.

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Lailiyah, Siti, Kuzairi Kuzairi, and Tony Yulianto. "Penerapan Fuzzy ANP untuk Menentukan Madu Asli di Kabupaten Sumenep." Zeta - Math Journal 6, no. 2 (November 27, 2021): 67–72. http://dx.doi.org/10.31102/zeta.2021.6.2.67-72.

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Madu telah dikenal sebagai salah satu bahan makanan atau minuman yang mempunyai peranan penting dalam kehidupan dan kesehatan. Namun tidak semua madu yang kita konsumsi bermanfaat untuk kesehatan, karena keaslian dan kualitas madu juga sangat berpengaruh. Faktanya madu yang di pasarkan dengan harga yang sama tidak menutut kemungkinan kualitasnya berbeda, sementara masyarakat belum bisa membedakan madu yang benar-benar asli tanpa adanya campuran. Metode yang digunakan untuk menentukan madu asli adalah Fuzzy ANP. Dari penelitian ini diharapkan dapat membantu masyarakat menentukan madu yang benar-benar asli tanpa adanya campuran. Hasil dari penelitian ini adalah berbentuk perankingan dengan hasil madu bunga adalah madu yang benar-benar asli tanpa adanya campuran yang ada di Kabupaten Sumenep.

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Chen, Xinyi. "Application of ANP-PCE in post evaluation of water conservancy project." E3S Web of Conferences 248 (2021): 03034. http://dx.doi.org/10.1051/e3sconf/202124803034.

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Combined with the characteristics of post evaluation of water conservancy projects, this paper presents an integrated comprehensive evaluation method based on the combination of fuzzy comprehensive evaluation and network analysis, namely ANP-PCE method. Then the applicability and scientificity of the ANP-PCE method are verified by taking a water conservancy project in Shaanxi Province as an example. The research shows that: in the post evaluation of water conservancy project, the ANP-PCE method has strong accuracy and reliability, the evaluation method shows strong applicability, and has a certain promotion value.

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Cheng, Chia-Hua, James Liou, and Chui-Yu Chiu. "A Consistent Fuzzy Preference Relations Based ANP Model for R&D Project Selection." Sustainability 9, no. 8 (August 1, 2017): 1352. http://dx.doi.org/10.3390/su9081352.

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