A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices

A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices

In this paper, a subjective and objective fuzzy-based Analytical Hierarchy Process (AHP) model is proposed. The model which is based on a newly defined evaluation matrix replaces the fuzzy comparison matrix (FCM) in the traditional fuzzy AHP model, which has been found ineffective and time-consuming...

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Main Authors: Aikhuele, Daniel Osezua, Faiz, Mohd Turan
Format: Article
Language:English
Published: Growing Science 2017
Subjects:
TS Manufactures
Online Access:http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/1/A%20subjective%20and%20objective%20fuzzy-based%20analytical%20hierarchy%20process%20model%20for%20prioritization%20of%20lean%20product%20development%20practices.pdf
id oai:umpir.ump.edu.my:17547
recordtype eprints
spelling oai:umpir.ump.edu.my:175472018-02-22T07:31:53Z http://umpir.ump.edu.my/id/eprint/17547/ A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices Aikhuele, Daniel Osezua Faiz, Mohd Turan TS Manufactures In this paper, a subjective and objective fuzzy-based Analytical Hierarchy Process (AHP) model is proposed. The model which is based on a newly defined evaluation matrix replaces the fuzzy comparison matrix (FCM) in the traditional fuzzy AHP model, which has been found ineffective and time-consuming when criteria/alternatives are increased. The main advantage of the new model is that it is straightforward and completely eliminates the repetitive adjustment of data that is common with the FCM in traditional AHP model. The model reduces the complete dependen-cy on human judgment in prioritization assessment since the weights values are solved automati-cally using the evaluation matrix and the modified priority weight formula in the proposed mod-el. By virtue of a numerical case study, the model is successfully applied in the determination of the implementation priorities of lean practices for a product development environment and com-pared with similar computational methods in the literature. Growing Science 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/17547/1/A%20subjective%20and%20objective%20fuzzy-based%20analytical%20hierarchy%20process%20model%20for%20prioritization%20of%20lean%20product%20development%20practices.pdf Aikhuele, Daniel Osezua and Faiz, Mohd Turan (2017) A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices. Management Science Letters, 7 (6). pp. 297-310. ISSN 1923-9335 (Print); 1923-9343 (Online) http://dx.doi.org/10.5267/j.msl.2017.3.002 doi: 10.5267/j.msl.2017.3.002
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic TS Manufactures
spellingShingle TS Manufactures
Aikhuele, Daniel Osezua
Faiz, Mohd Turan
A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
description In this paper, a subjective and objective fuzzy-based Analytical Hierarchy Process (AHP) model is proposed. The model which is based on a newly defined evaluation matrix replaces the fuzzy comparison matrix (FCM) in the traditional fuzzy AHP model, which has been found ineffective and time-consuming when criteria/alternatives are increased. The main advantage of the new model is that it is straightforward and completely eliminates the repetitive adjustment of data that is common with the FCM in traditional AHP model. The model reduces the complete dependen-cy on human judgment in prioritization assessment since the weights values are solved automati-cally using the evaluation matrix and the modified priority weight formula in the proposed mod-el. By virtue of a numerical case study, the model is successfully applied in the determination of the implementation priorities of lean practices for a product development environment and com-pared with similar computational methods in the literature.
format Article
author Aikhuele, Daniel Osezua
Faiz, Mohd Turan
author_facet Aikhuele, Daniel Osezua
Faiz, Mohd Turan
author_sort Aikhuele, Daniel Osezua
title A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
title_short A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
title_full A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
title_fullStr A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
title_full_unstemmed A Subjective and Objective Fuzzy-Based Analytical Hierarchy Process Model for Prioritization of Lean Product Development Practices
title_sort subjective and objective fuzzy-based analytical hierarchy process model for prioritization of lean product development practices
publisher Growing Science
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/
http://umpir.ump.edu.my/id/eprint/17547/1/A%20subjective%20and%20objective%20fuzzy-based%20analytical%20hierarchy%20process%20model%20for%20prioritization%20of%20lean%20product%20development%20practices.pdf
first_indexed 2018-09-07T02:19:28Z
last_indexed 2018-09-07T02:19:28Z
_version_ 1610913434266763264

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