The Research of Evaluation for Product Conceptual Design Based on ANP and Fuzzy Theory

2011 ◽  
Vol 311-313 ◽  
pp. 2174-2181 ◽  
Author(s):  
Ping Yuan ◽  
Mei Wang
Keyword(s):  
Conceptual Design ◽  
Evaluation System ◽  
Choquet Integral ◽  
Fuzzy Theory ◽  
Analytic Network Process ◽  
Index Formula ◽  
Evaluation Indexes ◽  
Fuzzy Measures ◽  
Network Process

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.

scholarly journals Selection of Wind Turbine Based on Fuzzy Analytic Network Process: A Case Study in China

2021 ◽  
Vol 13 (4) ◽  
pp. 1792
Author(s):  
Nansheng Pang ◽  
Mengfan Nan ◽  
Qichen Meng ◽  
Siyang Zhao
Keyword(s):  
Wind Turbine ◽  
Wind Turbines ◽  
Evaluation System ◽  
Comprehensive Evaluation ◽  
Analytic Network Process ◽  
Indicator System ◽  
Triangular Fuzzy Number ◽  
Direct Drive ◽  
Network Process

Wind turbine selection is an evaluation problem involving many factors, such as technology, economy, society, etc., and there exist internal dependencies and circular relationships among these factors. This increases the complexity of the selection problem. At the same time, with the development of wind power technology, the types of wind turbines on the market are increasing. Therefore, it is necessary to establish a scientific and comprehensive evaluation system to guide the selection work. This paper extends the traditional indicator system, selecting a total of twelve evaluation indicators from three aspects: operation reliability, economy, and supplier cooperation. The selected indicators are defined in detail to clarify the relationship between them. Then the triangular fuzzy number is introduced to accurately reflect the preference information obtained from experts, and a fuzzy analytical network process (FANP) model for wind turbine unit selection is constructed by combining fuzzy preference programming (FPP) with analytic network process (ANP). In the end, a case study in China is carried out. Results show that the 2.5 W unit produced by Goldwind obtains the best comprehensive evaluation value, which is consistent with the expanding market share permanent magnet direct-drive wind turbines. This paper could provide references for future wind turbine selection questions.

Aesthetic Evaluation of Furniture Design Based on ANP Method

2014 ◽  
Vol 574 ◽  
pp. 318-323 ◽  
Author(s):  
Ming Chen ◽  
Jian Hua Lyu
Keyword(s):  
Product Design ◽  
Evaluation System ◽  
Analytic Network Process ◽  
Furniture Industry ◽  
Furniture Design ◽  
Aesthetic Evaluation ◽  
Scheme Optimization ◽  
Network Process ◽  
Questionnaire Method

With the increasing growth of furniture industry, it has led to much attention on scheme optimization and selection. An approach based on Analytic Network Process (ANP) is proposed in order to improve the evaluation system of furniture design, which is comprised of aesthetic indexes of product design schemes, as well as to select the best scheme and guide the improvement of the best scheme in case study. ANP method is used to obtain the optimal weight performance of the correlative indexes by using SuperDecisions software program, after establishing aesthetic index system by Expert Questionnaire Method. The final result of index weights shows form, color, and ergonomically designed are the most important indexes, which are 0.286559, 0.185002, and 0.132272, respectively.

scholarly journals EVALUASI SEKOLAH SATU ATAP TERPADU DENGAN MENGGUNAKAN ANALISIS SWOT-ANALYTIC NETWORK PROCESS (STUDI KASUS DI KABUPATEN PURWAKARTA)

2019 ◽  
pp. 271
Author(s):  
Abi Revyansah Perwira ◽  
Bayu Kharisma
Keyword(s):  
Junior High School ◽  
Swot Analysis ◽  
Analytic Network Process ◽  
School Level ◽  
High School Level ◽  
Delegation Of Authority ◽  
Network Process ◽  
One Stop ◽  
Junior High School Level

Abstract: Integrated One-Stop School Evaluation Using Analysis SWOT-Analytic NetworkProcess (Case Study in Purwakarta Regency). One way to reduce dropout rates is through aSekolah Satu Atap Terpadu. One of the regencies in West Java that has organized a SekolahSatu Atap Terpadu as well as the object of this research is Purwakarta regency. By using SWOTAnalyticNetwork Process(ANP)analysis, thisstudyseekstoevaluatewhile providingalternativepolicies for the development of Sekolah Satu Atap Terpadu in Purwakarta regency. The data inthis study were obtained by filling out questionnaires by respondents online through Google Form,where respondents were actors who were directly involved in the implementation of a SekolahSatu Atap Terpadu. From the analysis results obtained Strengths and Threats occupy the highestvalue. Strengths include students could continue their education up to junior high school level andlocal government supports both in terms of budget and curriculum. While Threats, among others,school management has become more complex and the delegation of authority from the central andregional governments is not clear. Therefore, the ST strategy can be used as an alternative policyin increasing Strengths and minimizing Threats.Keywords: Sekolah Satu Atap Terpadu; SWOT Analysis; Analytic Network Process (ANP).

scholarly journals The Decision Making Trial and Evaluation Laboratory (Dematel) and Analytic Network Process (ANP) for Safety Management System Evaluation Performance

2018 ◽  
Vol 31 ◽  
pp. 12006 ◽  
Author(s):  
Lisa Rolita ◽  
Bayu Surarso ◽  
Rahmat Gernowo
Keyword(s):  
Decision Making ◽  
Management System ◽  
Evaluation System ◽  
Safety Management ◽  
Analytic Network Process ◽  
Performance Criterion ◽  
Questionnaire Data ◽  
Safety Management System ◽  
International Airport ◽  
Network Process

In order to improve airport safety management system (SMS) performance, an evaluation system is required to improve on current shortcomings and maximize safety. This study suggests the integration of the DEMATEL and ANP methods in decision making processes by analyzing causal relations between the relevant criteria and taking effective analysis-based decision. The DEMATEL method builds on the ANP method in identifying the interdependencies between criteria. The input data consists of questionnaire data obtained online and then stored in an online database. Furthermore, the questionnaire data is processed using DEMATEL and ANP methods to obtain the results of determining the relationship between criteria and criteria that need to be evaluated. The study cases on this evaluation system were Adi Sutjipto International Airport, Yogyakarta (JOG); Ahmad Yani International Airport, Semarang (SRG); and Adi Sumarmo International Airport, Surakarta (SOC). The integration grades SMS performance criterion weights in a descending order as follow: safety and destination policy, safety risk management, healthcare, and safety awareness. Sturges' formula classified the results into nine grades. JOG and SMG airports were in grade 8, while SOG airport was in grade 7.

An analytic network process model for hospital facilities management performance evaluation

Facilities ◽  
2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Joseph H.K. Lai ◽  
Huiying (Cynthia) Hou ◽  
David J. Edwards ◽  
P.L. Yuen
Keyword(s):  
Performance Evaluation ◽  
Performance Indicators ◽  
Process Model ◽  
Evaluation Model ◽  
Analytic Network Process ◽  
Facilities Management ◽  
Focus Group Study ◽  
Content Type ◽  
Network Process

Purpose This study aims to establish a rigorous model that can pragmatically evaluate the facilities management (FM) performance of hospitals. Design/methodology/approach Among the applicable performance indicators that were identified from extant literature, a focus group study shortlisted ten key performance indicators (KPIs) in four categories (safety, physical, financial and environmental) and verified their practicality. Using the analytic network process (ANP) method to process the focus group’s responses yielded importance weightings for the KPIs and developed the intended evaluation model. This model was then validated by a case study. Findings From the empirical data collected, two types of FM performance data and two scenarios of KPI scores were identified. To process these data and scores, a robust calculation method was devised and then proved useful in obtaining an overall score for holistic hospital FM performance. The case study confirmed the appropriateness and validity of the model developed. Research limitations/implications Through illustrating how the ANP method could be applied to develop an FM performance evaluation model, the study contributes knowledge to the multi-criteria decision-making domain. Despite the geographical limitation of the model established (i.e. centered around a group of hospitals investigated in Hong Kong), the study can serve as a reference for developing performance evaluation models for other buildings or infrastructures globally. Practical implications The model constitutes a practical tool for evaluating the FM performance of hospitals. Using this model on a regular basis will enable performance benchmarking and hence, continuous improvement of FM services. Originality/value The ANP model established is the first of its kind tailored for evaluation of hospital FM performance.

scholarly journals Evaluating Potential Areas for Mountain Wellness Tourism: A Case Study of Ili, Xinjiang Province

2019 ◽  
Vol 11 (20) ◽  
pp. 5668 ◽  
Author(s):  
Pan ◽  
Yang ◽  
Han ◽  
Lu ◽  
Liu
Keyword(s):  
Evaluation System ◽  
Chinese Culture ◽  
Analytic Network Process ◽  
Mountain Area ◽  
Suitability Evaluation ◽  
Mountainous Regions ◽  
Network Process ◽  
Baseline Information ◽  
Wellness Tourism ◽  
Novel Concept

Evaluation of land-use suitability can prevent problems, such as environmental disruption, wastage of resources, and ecological disruption, when unsuitable tourism-based exploration is undertaken in an area. This study summarizes a novel concept and proposes the idea of wellness tourism, which constitutes health preservation, sports and recovery, medical healing, and aged nursing, integrated with Chinese culture. A spatial suitability evaluation system for wellness tourism was developed in a mountain area via the integration of the analytic network process-Delphi. As wellness tourism activities diversified, land suitability was assigned to four kinds of wellness tourism activities, while considering their unique requirements. Comparative analysis and five-degree suitable maps of four kinds of activities revealed that Yining City and its peripheral localities have the potential of functioning as a comprehensive and national wellness tourist destination. The counties of Horgos, Huocheng, Qapqal, Zhaosu, Tekes, Tokkuztara, and Narat should make full use of their strengths, as they have the advantage of catering to different wellness tourism activities. This paper discusses some conceptual aspects of wellness tourism, provides an example for the selection of potential areas for wellness tourism in the mountainous regions of China, and provides baseline information that can support the development of wellness tourism.

scholarly journals Evaluating the Performance of Taiwan Homestay Using Analytic Network Process

2012 ◽  
Vol 2012 ◽  
pp. 1-24 ◽  
Author(s):  
Yi-Chung Hu ◽  
Jen-Hung Wang ◽  
Ru-Yu Wang
Keyword(s):  
Service Quality ◽  
Business Performance ◽  
Fuzzy Theory ◽  
Evaluation Criteria ◽  
Analytic Network Process ◽  
Evaluation Framework ◽  
Operational Model ◽  
Network Process ◽  
Key Aspects ◽  
Operation And Management

Homestay industry in Taiwan is not only thriving, but also its operation is moving gradually toward elaboration strategy and in a specialized-operation manner these years. Nevertheless, the evaluation frameworks of the earlier studies were sporadically constructed from an overall perspective of homestays. Moreover, the functions, operational model, and natures of homestays are dissimilar to those of hotels; therefore, if the evaluation criteria of homestays employ the ones of hotels, it would appear to be incoherent and incompatible. This study has accordingly developed and constructed a set of evaluation indicators tailor-made for homestay sector through discussion of literatures and interviewing experts so that the evaluation framework would be more comprehensive and more practical. In the process of interviewing experts, it was discovered that dependences lay on the aspects and criteria. Consequently, this research chose the ANP (analytic network process) to get the weights and, further, to acquire the homestay business performance through fuzzy theory. The result reveals, as regards key aspects, homestay proprietors and customer groups both weight the surroundings of the building and features, service quality, operation, and management most. In respect to overall homestay performance, customer groups consider it has reached the satisfactory level.

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