A Hybrid Fuzzy Analytic Network Process Approach to the New Product Development Selection Problem
Joint Authors
Fang, Ying-Chieh
Chyu, Chiuh-Cheng
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-18
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
New product development selection is a complex decision-making process.
To uphold their competence in competitive business environments, enterprises are required to continuously introduce novel products into markets.
This paper presents a fuzzy analytic network process (FANP) for solving the product development selection problem.
The fuzzy set theory is adopted to represent ambiguities and vagueness involved in each expert’s judgment.
In the proposed model, the fuzzy Kano method and fuzzy DEMATEL are employed to filter criteria and establish interactions among the criteria, whereas the SAM is applied to aggregate experts’ opinions.
Unlike the commonly used top-down relation-structuring approach, the proposed FANP first identifies the interdependence among the criteria and then the identified relationships are mapped to the clusters.
This approach is more realistic, since the inner and outer relationships between criteria are simultaneously considered to establish the relationships among clusters.
The proposed model is illustrated through a real life example, with a comparative analysis using modified TOPSIS and gray relation analysis in the synthesizing phase.
The concluded results were approved by the case company.
The proposed methodology not only is useful in the case study, but also can be generally applied in other similar decision situations.
American Psychological Association (APA)
Chyu, Chiuh-Cheng& Fang, Ying-Chieh. 2014. A Hybrid Fuzzy Analytic Network Process Approach to the New Product Development Selection Problem. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-475337
Modern Language Association (MLA)
Chyu, Chiuh-Cheng& Fang, Ying-Chieh. A Hybrid Fuzzy Analytic Network Process Approach to the New Product Development Selection Problem. Mathematical Problems in Engineering No. 2014 (2014), pp.1-13.
https://search.emarefa.net/detail/BIM-475337
American Medical Association (AMA)
Chyu, Chiuh-Cheng& Fang, Ying-Chieh. A Hybrid Fuzzy Analytic Network Process Approach to the New Product Development Selection Problem. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-475337
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-475337