A GIS-based interval type-2 fuzzy set for public bread factory site selection
Purpose The purpose of this paper is to present a new public bread factory location selection for Istanbul Metropolitan Municipality (IMM). Design/methodology/approach A two-stage methodology is proposed to determine the location for the public bread factory facility. This framework is based on both...
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Veröffentlicht in: | Journal of enterprise information management 2018-10, Vol.31 (6), p.820-847 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Purpose
The purpose of this paper is to present a new public bread factory location selection for Istanbul Metropolitan Municipality (IMM).
Design/methodology/approach
A two-stage methodology is proposed to determine the location for the public bread factory facility. This framework is based on both geographic information systems (GIS) and multi-criteria decision-making (MCDM) techniques. The first stage of the methodology aims to decrease the number of possible alternative locations to simplify the selection activity by applying GIS; the second stage utilises interval type-2 fuzzy MCDM approach to exactly determine the public bread factory site location.
Findings
In this study, the authors present weighted normalised-based interval type-2 hesitant fuzzy and interval type-2 hesitant fuzzy sets (IT2HFSs)-based compressed proportional assessment (COPRAS) methods to overcome facility location selection problem for a fourth public bread factory in Istanbul.
Practical implications
The results show that the proposed approach is practical and can be employed by the bakery industry.
Originality/value
In this study, the authors present a two-stage methodology for public bread factory site selection. In the first stage, the number of alternatives is reduced by the GIS. In the second stage, an interval type-2 fuzzy set is implemented for the evaluation of public bakery factory site alternatives. A new integrated approach based on COPRAS method and weighted normalised with IT2HFSs is proposed. |
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ISSN: | 1741-0398 1758-7409 |
DOI: | 10.1108/JEIM-02-2018-0029 |