A Newton-based heuristic algorithm for multi-objective flexible job-shop scheduling problem
We propose a new hierarchical heuristic algorithm for multi-objective flexible job-shop scheduling problems. The proposed method is an adaptation of the Newton’s method for continuous multi-objective unconstrained optimization problems, belonging to the class of multi-criteria descent methods. Numer...
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| Published in | Journal of intelligent manufacturing Vol. 27; no. 2; pp. 409 - 416 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Springer US
01.04.2016
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
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| Abstract | We propose a new hierarchical heuristic algorithm for multi-objective flexible job-shop scheduling problems. The proposed method is an adaptation of the Newton’s method for continuous multi-objective unconstrained optimization problems, belonging to the class of multi-criteria descent methods. Numerical experiments with the proposed method are presented. The potential of the proposed method is demonstrated by comparing the obtained results with the known results of existing methods that solve the same test instances. |
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| AbstractList | We propose a new hierarchical heuristic algorithm for multi-objective flexible job-shop scheduling problems. The proposed method is an adaptation of the Newton’s method for continuous multi-objective unconstrained optimization problems, belonging to the class of multi-criteria descent methods. Numerical experiments with the proposed method are presented. The potential of the proposed method is demonstrated by comparing the obtained results with the known results of existing methods that solve the same test instances. |
| Author | Raupp, Fernanda M. P. Pérez, Miguel A. Fernández |
| Author_xml | – sequence: 1 givenname: Miguel A. Fernández surname: Pérez fullname: Pérez, Miguel A. Fernández organization: Departamento de Engenharia Industrial, Pontifícia Universidade Católica do Rio de Janeiro – sequence: 2 givenname: Fernanda M. P. surname: Raupp fullname: Raupp, Fernanda M. P. email: fraupp@puc-rio.br, fernanda@lncc.br organization: Departamento de Engenharia Industrial, Pontifícia Universidade Católica do Rio de Janeiro |
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| Cites_doi | 10.1016/j.cie.2008.07.021 10.1109/CESA.2006.4281882 10.1007/s10845-007-0026-8 10.1023/A:1018930406487 10.1007/BF01719451 10.1023/B:JIMS.0000042663.16199.84 10.1016/j.cor.2007.01.001 10.1016/j.ress.2005.11.018 10.1016/j.ijpe.2010.08.004 10.1007/s10845-005-0012-y 10.1007/BF02023073 10.1109/TSMCC.2002.1009117 10.1002/(SICI)1099-1425(200001/02)3:1<3::AID-JOS32>3.0.CO;2-Y 10.1023/B:JIMS.0000010078.30713.e9 10.1016/S0378-4754(02)00019-8 10.1007/BF02238804 10.1137/08071692X 10.1007/s10845-012-0626-9 10.1007/s00170-008-1653-8 10.1016/j.cie.2005.01.018 10.1007/s10845-013-0837-8 10.1109/ICSMC.2002.1176444 |
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| Keywords | Flexible job-shop scheduling Multi-criteria Newton method Multi-objective optimization Heuristic algorithm |
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| References | Zhang, Gen, Seo (CR21) 2006; 17 Brandimarte (CR2) 1993; 41 Moslehi, Mahnam (CR16) 2011; 129 CR4 Zribi, El Kamel, Borne (CR23) 2006; 2 Zhang, Gen (CR20) 2005; 11 Hurink, Jurisch, Thole (CR9) 1994; 15 Mastrolilli, Gambardella (CR15) 2000; 3 Nie, Gao, Li, Li (CR17) 2013; 24 Xia, Wu (CR19) 2005; 48 Konak, Coit, Smith (CR13) 2006; 91 Dauzère-Pérès, Paulli (CR5) 1997; 70 Liu, Yan, Yu (CR14) 2009; 42 CR10 Fliege, Drummond, Svaiter (CR7) 2009; 20 Gao, Sun, Gen (CR8) 2008; 35 Kacem, Hammadi, Borne (CR11) 2002; 32 Baykasoğlu, Özbakir, Sönmez (CR1) 2004; 15 Kacem, Hammadi, Borne (CR12) 2002; 60 Scrich, Armentano, Laguna (CR18) 2004; 15 Fattahi, Mehrabad, Jolai (CR6) 2007; 18 Zhang, Shao, Li, Gao (CR22) 2009; 56 Bruker, Schlie (CR3) 1990; 45 H Zhang (872_CR21) 2006; 17 G Zhang (872_CR22) 2009; 56 S Dauzère-Pérès (872_CR5) 1997; 70 A Konak (872_CR13) 2006; 91 872_CR17 872_CR19 P Brandimarte (872_CR2) 1993; 41 A Baykasoğlu (872_CR1) 2004; 15 M Mastrolilli (872_CR15) 2000; 3 N Zribi (872_CR23) 2006; 2 M Moslehi (872_CR16) 2011; 129 I Kacem (872_CR11) 2002; 32 I Kacem (872_CR12) 2002; 60 P Bruker (872_CR3) 1990; 45 P Fattahi (872_CR6) 2007; 18 J Fliege (872_CR7) 2009; 20 E Hurink (872_CR9) 1994; 15 872_CR14 J Gao (872_CR8) 2008; 35 872_CR4 H Zhang (872_CR20) 2005; 11 872_CR10 CR Scrich (872_CR18) 2004; 15 |
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A Baykasoğlu – volume: 129 start-page: 14 year: 2011 ident: 872_CR16 publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2010.08.004 contributor: fullname: M Moslehi – volume: 15 start-page: 103 year: 2004 ident: 872_CR18 publication-title: Journal of Intelligent Manufacturing doi: 10.1023/B:JIMS.0000010078.30713.e9 contributor: fullname: CR Scrich |
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| SubjectTerms | Adaptation Algorithms Business and Management Control Descent Experiments Heuristic Heuristic methods Intelligent systems Job shops Machines Manufacturing Mechatronics Multiple criterion Multiple objective analysis Numerical analysis Numerical methods Optimization Processes Production Production scheduling Robotics Scheduling Studies Test procedures |
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| Title | A Newton-based heuristic algorithm for multi-objective flexible job-shop scheduling problem |
| URI | https://link.springer.com/article/10.1007/s10845-014-0872-0 https://www.proquest.com/docview/1908349539 |
| Volume | 27 |
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