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A web-based methodology for convergent product fuzzy networks using the Steiner tree.

Authors :
Hassanzadeh, Reza
Mahdavi, Iraj
Mahdavi-Amiri, Nezam
Source :
Journal of Industrial & Production Engineering. 2013, Vol. 30 Issue 7, p415-432. 18p.
Publication Year :
2013

Abstract

An important manufacturing technology spectrum is to consider rapid and sensitive assemblies through convergent product (CP) in digital environment. We integrate functions and sub-functions using a comprehensive mathematical optimization process. To form the CP, a web-based fuzzy network is considered in which a collection of base functions and sub-functions configure the nodes and each arc in the network is to be a link between two nodes. The aim is to find an optimal tree of functionalities in the network adding value to the product in the web environment. First, a purification process is performed in the product network to assign the links among bases and sub-functions. Then, fuzzy numbers as benefits, costs and customers' value are determined. Next, the fuzzy Steiner tree methodology is adapted to a multi-objective model of the network to find the optimal tree determining the value adding sub-functions to bases in a CP. A new fuzzy multi-objective optimization is developed to work out the problem. Finally, an example is worked out to illustrate the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21681015
Volume :
30
Issue :
7
Database :
Academic Search Index
Journal :
Journal of Industrial & Production Engineering
Publication Type :
Academic Journal
Accession number :
114248415
Full Text :
https://doi.org/10.1080/21681015.2013.846943