A rating based fuzzy analytic network process (F-ANP) model for evaluation of ship maneuverability

Wang, Xin; Liu, Zhengjiang; Cai, Yao

doi:10.1016/j.oceaneng.2015.06.061

Cited by 30 publications

(10 citation statements)

References 19 publications

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“…} with respect to c j , j = j . The BDs for the different control elements can be given with unique forms by denoting the power set of elements in impacted cluster (12). The BD b j can be transformed into distribution d j on power set P(C ) as in (13).…”

Section: The Proposed Methods a Expert Information Extraction Mementioning

confidence: 99%

“…efforts to eliminate this ambiguity generally include the application of fuzzy logic methods in the ANP to provide numerical information under conditions of uncertainty, and thereby obtain more realistic results when establishing relationships between elements in the network. Accordingly, the fuzzy ANP-based decision-making approach has been applied to solve complex decision problems such as the evaluation of ship maneuverability, agricultural drought risk evaluation, prioritizing challenges toward implementing the internet of things in countries, and multi-attribute sustainability evaluation of alternative aviation fuels [12]- [15]. Second, the ANP performs poorly at ensuring consistency between preference relations, which is a key aspect for deriving priorities in the decision-making process [16].…”

Section: Introductionmentioning

confidence: 99%

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DS/ANP Method: A Simplified Group Analytic Network Process With Consensus Reaching

Sun

2020

IEEE Access

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Analytic network process (ANP) is a significant multiple criteria decision making (MCDM) method. Although lots of efforts have been spent on improving the ANP, there still exist the four aspects of problems to be solved such as too many comparison times, unconsidering expert knowledge structure, ignoring consensus level of experts' group and ineffectively determining holistic information of the group. This study focuses on providing a simplified group ANP with consensus reaching named as DS/ANP method which incorporates the Dempster-Shafer theory of evidence (DS) with the ANP. An expert information extraction mechanism with the help of knowledge matrix and basic probability assignment function is introduced to simplify comparisons of group ANP and reflect expert knowledge structure. Then Shafer's discounting and Dempster's rule are both used to get the holistic information of the group, in which three levels of consensus indices (element level, cluster level, and holism level) are defined in terms of Jousselme distance. A group ANP method with consensus reaching and its corresponding algorithm are both established by following the principles of ANP. Finally, a numerical example is presented to make comparisons and discussions for the proposed method. INDEX TERMS Analytic network process, consensus reaching, Dempster's rule, group decision making, knowledge matrix.

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Section: The Proposed Methods a Expert Information Extraction Mementioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

DS/ANP Method: A Simplified Group Analytic Network Process With Consensus Reaching

Sun

2020

IEEE Access

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“…The second step compares each criterion using a pairwise comparison matrix to obtain the criterion priority weight [18]. The third step is to combine the priority weight value to determine the value of supermatrix [19]. The general structure of ANP was first introduced by Saaty to provide a framework for dealing with decision-making issues.…”

Section: Anp Methodsmentioning

confidence: 99%

Implementation of Analytic Network Process Method on Decision Support System of Determination of Scholarship Recipient at House of Lazis Charity UNNES

Rahmanda

Arifudin

Muslim

2017

SJI

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The scholarship is one of the forms of giving/ rewarding funds to individuals or students to use for sustainability during their education. Scholarships are awarded as government or institutional efforts to ease the burden of students in meeting the need for increasingly expensive education costs. The mechanism for selecting scholarship recipients, the selection team of UNNES Charity House of Lazis still use the scoring of the scholarship scores manually based on the total sum of criteria assessment without considering the priority weighted value of each criterion. So that cause the disbursement of scholarship funds that are not on target. To solve the problem, it is necessary to apply a decision support system to help provide consideration of the award of the scholarship recipient. Decision support system used requires data as a guidance assessment in the form of data criteria and alternative data by implementing Analytic Network Process method. The ANP method is used to determine the criteria and alternate priority weight values and the results are rankings. The purpose of this research is to build and implement ANP method in decision support system of awarding of scholarship recipients. The criteria used include the work of parents, parent income, the amount/ grade of Single Tuition, grade point average cumulative. The results of this study indicate that the use of ANP method implementation can determine the scholarship recipients who declared feasible or not to receive the scholarship based on the ranking results of the priority weight of the alternative.

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“…To establish the ANP model, it is necessary to study the feedback and dependence between the evaluation indicators [51]. The correlation of the research indicators was obtained in the form of a two-dimensional table through expert questionnaires.…”

Section: Anp Structure For Effectiveness Evaluation Of Financing Platmentioning

confidence: 99%

Effectiveness Evaluation of Financing Platform Operation of Buildings Energy Saving Transformation Using ANP-Fuzzy in China: An Empirical Study

2020

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Building energy saving transformation is an inevitable requirement to achieve sustainable development, which can bring considerable economic, environmental, and social benefits. The key to healthy development of the market lies in the orderly operation of the financing platform. The effectiveness of the financing platform depends on scientific evaluation. Therefore, it is necessary to design a set of systematic and practical evaluation indicators for operational effectiveness of the buildings energy saving transformation financing platform, so as to provide reference for the effective operation of the financing platform, and provide measurement means for scholars to conduct quantitative research on the financing platform. This paper analyzes the effectiveness evaluation content for the financing platform operation of buildings energy saving transformation from the two levels of operation mechanism and operation subject behavior. Combined with the particularity of the financing platform of building energy saving transformation, the operational effectiveness evaluation index system of the financing platform is designed from three levels. The Analytic Network Process (ANP) method is applied to construct network structure, to describe element correlation, and to calculate index weight. The fuzzy comprehensive evaluation (Fuzzy) method was used to carry out quantitative evaluation of qualitative indicators. The Energy Performance Contracting (EPC) financing platform in Beijing was taken as an example to make an empirical analysis. The results show that the operational effectiveness evaluation system of the financing platform of buildings energy saving transformation constructed in this paper has certain practicability. In this evaluation system, scores of target consistency, the degree of information sharing among departments and coordination of operation mechanism are low. Finally, some policy suggestions are put forward to optimize financing platform of buildings energy saving transformation in China.

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A rating based fuzzy analytic network process (F-ANP) model for evaluation of ship maneuverability

Cited by 30 publications

References 19 publications

DS/ANP Method: A Simplified Group Analytic Network Process With Consensus Reaching

DS/ANP Method: A Simplified Group Analytic Network Process With Consensus Reaching

Implementation of Analytic Network Process Method on Decision Support System of Determination of Scholarship Recipient at House of Lazis Charity UNNES

Effectiveness Evaluation of Financing Platform Operation of Buildings Energy Saving Transformation Using ANP-Fuzzy in China: An Empirical Study

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