Bi-Level Programming Model of Cloud Manufacturing Services Based on Extension Theory

In order to select the proper cloud manufacturing services to satisfy both sides of supplier and demander, a bi-level programming model is proposed based on extension theory in this paper. Firstly, the cloud model is employed to convert qualitative concepts of language description into quantitative...

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Published inMathematical problems in engineering Vol. 2018; no. 2018; pp. 1 - 13
Main Authors Zhao, Jinhui, Zhou, Yu
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Publishing Corporation 01.01.2018
Hindawi
John Wiley & Sons, Inc
Subjects
Advanced manufacturing technologies
Application service providers
Cloud computing
Decision making
Fuzzy sets
Game theory
Linear programming
Market positioning
Multiple criterion
Ontology
Programming
Quality of service
Semantic web
Semantics
User needs
Wireless networks
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Abstract In order to select the proper cloud manufacturing services to satisfy both sides of supplier and demander, a bi-level programming model is proposed based on extension theory in this paper. Firstly, the cloud model is employed to convert qualitative concepts of language description into quantitative values. Then, according to multicriteria assessment information, the satisfactions of both providers and demanders are calculated by extension evaluation. Finally, respectively taking satisfactions of the demanders and providers as optimization goal of upper layer and lower layer, a mathematical model of bi-level programming is constructed which is solved by linear programming. Compared with traditional recommended methods, the proposed method takes full account of the interests of service providers which have long been neglected. Moreover, extension evaluation is applied to reflect the demand and preference of each subject in detail. Experimental results verify the effectiveness and applicability of the proposed model.
AbstractList In order to select the proper cloud manufacturing services to satisfy both sides of supplier and demander, a bi-level programming model is proposed based on extension theory in this paper. Firstly, the cloud model is employed to convert qualitative concepts of language description into quantitative values. Then, according to multicriteria assessment information, the satisfactions of both providers and demanders are calculated by extension evaluation. Finally, respectively taking satisfactions of the demanders and providers as optimization goal of upper layer and lower layer, a mathematical model of bi-level programming is constructed which is solved by linear programming. Compared with traditional recommended methods, the proposed method takes full account of the interests of service providers which have long been neglected. Moreover, extension evaluation is applied to reflect the demand and preference of each subject in detail. Experimental results verify the effectiveness and applicability of the proposed model.
Author Zhao, Jinhui
Zhou, Yu
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CitedBy_id crossref_primary_10_1109_TII_2022_3153663
crossref_primary_10_1155_2020_3687471
crossref_primary_10_1155_2020_3852496
Cites_doi 10.1016/j.eswa.2017.10.009
10.1016/j.asoc.2018.05.039
10.1108/TQM-10-2015-0133
10.1016/j.cie.2016.10.031
10.1002/int.20340
10.1016/j.jmsy.2016.11.004
10.1080/00207543.2015.1005765
10.1155/2014/593021
10.1007/s10726-014-9385-7
10.1016/j.endm.2018.02.004
10.1016/j.rcim.2011.07.002
10.3390/su8070630
10.1007/s00170-015-7742-6
10.1016/j.jmsy.2013.12.009
10.1007/s00170-014-5607-z
10.1016/j.compind.2010.01.004
10.1109/tii.2012.2232936
10.1007/978-94-017-8798-7_29
10.1177/0954405411405575
10.1016/j.jpdc.2016.10.013
10.1016/j.camwa.2011.07.048
10.1016/j.rcim.2016.07.001
10.1007/s00170-015-7289-6
10.1287/opre.21.1.37
10.1016/j.eswa.2007.11.012
10.1016/j.future.2018.03.010
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Copyright Copyright © 2018 Jinhui Zhao and Yu Zhou.
Copyright © 2018 Jinhui Zhao and Yu Zhou. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
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References 22
23
(26) 2013; 41
27
28
(10) 2017; 9
29
(3) 2010; 16
(37) 2005; 20
(7) 2017; 49
(30) 2017; 32
(8) 2017
31
32
12
13
35
36
15
16
17
18
19
(34) 2016; 1
(24) 2016; 82
(33) 2016; 8
1
2
4
5
6
(25) 2014; 20
(11) 1983; 3
9
20
21
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  doi: 10.1016/j.eswa.2017.10.009
– ident: 31
  doi: 10.1016/j.asoc.2018.05.039
– ident: 23
  doi: 10.1108/TQM-10-2015-0133
– year: 2017
  ident: 8
– ident: 6
  doi: 10.1016/j.cie.2016.10.031
– ident: 9
  doi: 10.1002/int.20340
– ident: 19
  doi: 10.1016/j.jmsy.2016.11.004
– ident: 28
  doi: 10.1080/00207543.2015.1005765
– volume: 20
  start-page: 1246
  issue: 5
  year: 2014
  ident: 25
  publication-title: Computer Integrated Manufacturing Systems, CIMS
– ident: 13
  doi: 10.1155/2014/593021
– ident: 36
  doi: 10.1007/s10726-014-9385-7
– ident: 32
  doi: 10.1016/j.endm.2018.02.004
– volume: 16
  start-page: 1
  issue: 1
  year: 2010
  ident: 3
  publication-title: Computer Integrated Manufacturing Systems
– ident: 1
  doi: 10.1016/j.rcim.2011.07.002
– volume: 8
  start-page: 630
  issue: 7
  year: 2016
  ident: 33
  publication-title: Sustainability
  doi: 10.3390/su8070630
– volume: 32
  year: 2017
  ident: 30
  publication-title: International Journal of Intelligent Systems
– volume: 3
  start-page: 83
  issue: 1
  year: 1983
  ident: 11
  publication-title: Journal of Science Exploration
– ident: 27
  doi: 10.1007/s00170-015-7742-6
– volume: 20
  start-page: 679
  issue: 6
  year: 2005
  ident: 37
  publication-title: Control Decision
– volume: 9
  start-page: 1
  issue: 5
  year: 2017
  ident: 10
  publication-title: Sustainability
– ident: 22
  doi: 10.1016/j.jmsy.2013.12.009
– volume: 1
  start-page: 21
  year: 2016
  ident: 34
  publication-title: Wireless Networks
– ident: 15
  doi: 10.1007/s00170-014-5607-z
– ident: 16
  doi: 10.1016/j.compind.2010.01.004
– ident: 21
  doi: 10.1109/tii.2012.2232936
– ident: 17
  doi: 10.1007/978-94-017-8798-7_29
– ident: 4
  doi: 10.1177/0954405411405575
– ident: 29
  doi: 10.1016/j.jpdc.2016.10.013
– volume: 49
  issue: 5
  year: 2017
  ident: 7
  publication-title: Optical and Quantum Electronics
– ident: 35
  doi: 10.1016/j.camwa.2011.07.048
– ident: 18
  doi: 10.1016/j.rcim.2016.07.001
– volume: 82
  start-page: 1
  issue: 1-4
  year: 2016
  ident: 24
  publication-title: International Journal of Advanced Manufacturing Technology
  doi: 10.1007/s00170-015-7289-6
– ident: 5
  doi: 10.1287/opre.21.1.37
– ident: 12
  doi: 10.1016/j.eswa.2007.11.012
– ident: 20
  doi: 10.1016/j.future.2018.03.010
– volume: 41
  start-page: 117
  issue: 1
  year: 2013
  ident: 26
  publication-title: Acta Electronic Sinica
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SubjectTerms Advanced manufacturing technologies
Application service providers
Cloud computing
Decision making
Fuzzy sets
Game theory
Linear programming
Market positioning
Multiple criterion
Ontology
Programming
Quality of service
Semantic web
Semantics
User needs
Wireless networks
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Title Bi-Level Programming Model of Cloud Manufacturing Services Based on Extension Theory
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