Robust scheduling for multi-objective flexible job-shop problems with random machine breakdowns
This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives – makespan and robustness – are simultaneously considered. Robustness is indicated by the expected value of the relative difference between the deterministic and actual ma...
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| Published in | International journal of production economics Vol. 141; no. 1; pp. 112 - 126 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
01.01.2013
Elsevier Elsevier Sequoia S.A |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0925-5273 1873-7579 |
| DOI | 10.1016/j.ijpe.2012.04.015 |
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| Abstract | This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives – makespan and robustness – are simultaneously considered. Robustness is indicated by the expected value of the relative difference between the deterministic and actual makespan. Utilizing the available information about machine breakdowns, two surrogate measures for robustness are developed. Specifically, the first suggested surrogate measure considers the probability of machine breakdowns, while the second surrogate measure considers the location of float times and machine breakdowns. To address this problem, a multi-objective evolutionary algorithm is presented in this paper. The experimental results indicate that, compared with several other existing surrogate measures, the first suggested surrogate measure performs better for small cases, while the second surrogate measure performs better for both small and relatively large cases. |
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| AbstractList | This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives – makespan and robustness – are simultaneously considered. Robustness is indicated by the expected value of the relative difference between the deterministic and actual makespan. Utilizing the available information about machine breakdowns, two surrogate measures for robustness are developed. Specifically, the first suggested surrogate measure considers the probability of machine breakdowns, while the second surrogate measure considers the location of float times and machine breakdowns. To address this problem, a multi-objective evolutionary algorithm is presented in this paper. The experimental results indicate that, compared with several other existing surrogate measures, the first suggested surrogate measure performs better for small cases, while the second surrogate measure performs better for both small and relatively large cases. This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives -- makespan and robustness -- are simultaneously considered. Robustness is indicated by the expected value of the relative difference between the deterministic and actual makespan. Utilizing the available information about machine breakdowns, two surrogate measures for robustness are developed. Specifically, the first suggested surrogate measure considers the probability of machine breakdowns, while the second surrogate measure considers the location of float times and machine breakdowns. To address this problem, a multi-objective evolutionary algorithm is presented in this paper. The experimental results indicate that, compared with several other existing surrogate measures, the first suggested surrogate measure performs better for small cases, while the second surrogate measure performs better for both small and relatively large cases. [PUBLICATION ABSTRACT] This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives a makespan and robustness a are simultaneously considered. Robustness is indicated by the expected value of the relative difference between the deterministic and actual makespan. Utilizing the available information about machine breakdowns, two surrogate measures for robustness are developed. Specifically, the first suggested surrogate measure considers the probability of machine breakdowns, while the second surrogate measure considers the location of float times and machine breakdowns. To address this problem, a multi-objective evolutionary algorithm is presented in this paper. The experimental results indicate that, compared with several other existing surrogate measures, the first suggested surrogate measure performs better for small cases, while the second surrogate measure performs better for both small and relatively large cases. |
| Author | Xiong, Jian Chen, Ying-wu Xing, Li-ning |
| Author_xml | – sequence: 1 givenname: Jian surname: Xiong fullname: Xiong, Jian email: xiongjian1984@hotmail.com organization: Department of Management, College of Information System and Management, National University of Defense Technology, Changsha, 410073 Hunan, PR China – sequence: 2 givenname: Li-ning surname: Xing fullname: Xing, Li-ning organization: Department of Management, College of Information System and Management, National University of Defense Technology, Changsha, 410073 Hunan, PR China – sequence: 3 givenname: Ying-wu surname: Chen fullname: Chen, Ying-wu organization: Department of Management, College of Information System and Management, National University of Defense Technology, Changsha, 410073 Hunan, PR China |
| BackLink | http://www.econis.eu/PPNSET?PPN=734422350$$DView this record in ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften |
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| Cites_doi | 10.1109/TSMCC.2008.923888 10.1007/s00170-008-1577-3 10.1007/s00170-010-3151-z 10.1016/j.ejor.2006.10.058 10.1287/mnsc.41.2.363 10.1287/moor.1.2.117 10.1016/j.ejor.2003.08.027 10.1016/j.cie.2007.04.010 10.1016/j.ijpe.2006.07.012 10.1007/BF02023073 10.1016/j.ejor.2004.04.002 10.1007/s00170-010-3140-2 10.1016/j.cor.2007.02.014 10.1016/j.asoc.2009.10.006 10.1016/j.cie.2010.05.016 10.1016/j.ijpe.2011.04.020 10.1016/j.cor.2007.01.001 10.1016/j.cor.2008.05.009 10.1080/0951192X.2011.575181 10.1016/j.ejor.2006.03.056 10.1016/S0360-8352(99)00006-6 10.1016/j.eswa.2010.12.043 10.1007/s00170-005-0237-0 10.1080/00207540902814348 10.1016/j.ejor.2006.10.061 10.1109/TEVC.2005.846356 10.1016/j.ijpe.2007.02.003 10.1109/70.678447 10.1007/BF02238804 10.1109/4235.996017 10.1287/opre.47.1.113 10.1080/07408170701283198 10.1080/002075499189745 10.1145/1389095.1389378 10.1080/00207543.2011.571456 10.1080/095119299130443 10.1016/S0378-4754(02)00019-8 10.1016/S0305-0548(02)00074-6 10.1080/07408179408966626 10.1016/j.ejor.2010.05.046 10.1080/09537280410001724287 10.1109/TEVC.2003.810067 10.1109/TSMCC.2002.1009117 10.1016/j.cie.2007.11.017 10.1016/j.simpat.2010.01.015 10.1109/CEC.2011.5949965 10.1016/j.cor.2009.07.002 10.1016/j.ijpe.2004.04.002 10.1007/s00170-006-0524-4 10.1002/(SICI)1520-6750(199810)45:7<733::AID-NAV5>3.0.CO;2-C |
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| Keywords | Flexible job-shop schedule problem Robust scheduling Machine breakdowns Multi-objective evolutionary algorithm Surrogate measure |
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| References | Al-Fawzan, Haouari (bib2) 2005; 96 Wang, Yu (bib48) 2010; 59 Moradi, Ghomi, Zandich (bib42) 2011; 38 Hartmann (bib20) 1998; 45 Jin, Branke (bib26) 2005; 9 Lei (bib32) 2011; 55 Deb, Pratap, Agarwal, Meyarivan (bib12) 2002; 6 Lambrechts, Demeulemeester, Herroelen (bib30) 2008; 111 Tseng, Liao, Huang (bib46) 2009; 36 Pezzella, Morganti, Ciaschetti (bib44) 2008; 35 Brandimarte (bib5) 1993; 41 Xiong, J., Liu, J., Chen, Y., Abbass, H.A., 2011. An evolutionary multi-objective scenario-based approach for stochastic resource investment project scheduling. In: 2011 IEEE Congress on Evolutionary Computation (CEC), New Orleans, LA, USA, pp. 2767–2774. Deb (bib11) 2001 Shadrokh, Kianfar (bib45) 2007; 181 Xing, Chen, Wang, Zhao, Xiong (bib51) 2010; 10 Kacem, Hammadi, Borne (bib28) 2002; 60 Bruker, Schlie (bib6) 1990; 45 Kacem, Hammadi, Borne (bib27) 2002; 32 Ho, Tay (bib23) 2008; 38 Goren, Sabuncuolu (bib18) 2008; 40 . Xia, Chen, Yue (bib50) 2008; 184 O'Donovan, Uzsoy, McKay (bib43) 1999; 37 Daniels, Kouvelis (bib9) 1995; 41 Abbass, H.A., Bender, A., Dam, H.H., Baker, S., Whitacre, J., Sarker, R., 2008. Computational scenario-based capability planning. In: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation. New York, NY, USA, pp. 1437–1444. Herroelen, Leus (bib22) 2005; 165 Chtourou, Haouari (bib7) 2008; 55 Mehta, Uzsoy (bib41) 1999; 12 Liu, Gu, Xi (bib38) 2007; 31 Li, Pan, Gao (bib35) 2011; 55 Gu, Gu, Cao, Gu (bib19) 2010; 37 Kobylański, Kuchta (bib29) 2007; 107 Hazir, Haouari, Erel (bib21) 2010; 207 Leon, Wu, Storer (bib33) 1994; 26 Leung, Yue (bib34) 2004; 15 Holthaus (bib24) 1999; 36 Garey, Johnson, Sethi (bib16) 1976; 1 Aytug, Lawley, McKay, Moha, Uzsoy (bib4) 2005; 161 Gholami, Zandieh, Alem-Tabriz (bib17) 2009; 42 Mahdavi, Shirazi, Solimanpur (bib39) 2010; 18 Dong, Y.-H., Jang, J. Production rescheduling for machine breakdown at a job shop. International Journal Production Research, in press Gao, Sun, Gen (bib14) 2008; 35 Lei (bib31) 2010; 48 Chaari, Chaabane, Loukil, Trentesaux (bib8) 2011; 24 Liao, Chen (bib36) 2003; 30 de Vonder, Demeulemeester, Herroelen (bib10) 2008; 189 Gao, Sun, Gen, Zhao (bib15) 2007; 53 Wang, K., Choi, S.H. A decomposition-based approach to flexible flow shop scheduling under machine breakdown. International Journal of Production Research, in press Lin, Liao (bib37) 2007; 33 Jensen (bib25) 2003; 7 Mehta, Uzsoy (bib40) 1998; 14 Wu, Byeon, Storer (bib49) 1999; 47 Al-Hinai, ElMekkawy (bib3) 2011; 132 Gao (10.1016/j.ijpe.2012.04.015_bib15) 2007; 53 Leon (10.1016/j.ijpe.2012.04.015_bib33) 1994; 26 Moradi (10.1016/j.ijpe.2012.04.015_bib42) 2011; 38 O'Donovan (10.1016/j.ijpe.2012.04.015_bib43) 1999; 37 Wang (10.1016/j.ijpe.2012.04.015_bib48) 2010; 59 Lin (10.1016/j.ijpe.2012.04.015_bib37) 2007; 33 Xing (10.1016/j.ijpe.2012.04.015_bib51) 2010; 10 Hazir (10.1016/j.ijpe.2012.04.015_bib21) 2010; 207 Gu (10.1016/j.ijpe.2012.04.015_bib19) 2010; 37 Mehta (10.1016/j.ijpe.2012.04.015_bib40) 1998; 14 Garey (10.1016/j.ijpe.2012.04.015_bib16) 1976; 1 Mahdavi (10.1016/j.ijpe.2012.04.015_bib39) 2010; 18 Gao (10.1016/j.ijpe.2012.04.015_bib14) 2008; 35 Brandimarte (10.1016/j.ijpe.2012.04.015_bib5) 1993; 41 Hartmann (10.1016/j.ijpe.2012.04.015_bib20) 1998; 45 Xia (10.1016/j.ijpe.2012.04.015_bib50) 2008; 184 Deb (10.1016/j.ijpe.2012.04.015_bib12) 2002; 6 Al-Fawzan (10.1016/j.ijpe.2012.04.015_bib2) 2005; 96 de Vonder (10.1016/j.ijpe.2012.04.015_bib10) 2008; 189 Kacem (10.1016/j.ijpe.2012.04.015_bib27) 2002; 32 Kacem (10.1016/j.ijpe.2012.04.015_bib28) 2002; 60 Jin (10.1016/j.ijpe.2012.04.015_bib26) 2005; 9 Wu (10.1016/j.ijpe.2012.04.015_bib49) 1999; 47 10.1016/j.ijpe.2012.04.015_bib13 Gholami (10.1016/j.ijpe.2012.04.015_bib17) 2009; 42 Holthaus (10.1016/j.ijpe.2012.04.015_bib24) 1999; 36 Jensen (10.1016/j.ijpe.2012.04.015_bib25) 2003; 7 Aytug (10.1016/j.ijpe.2012.04.015_bib4) 2005; 161 10.1016/j.ijpe.2012.04.015_bib52 Deb (10.1016/j.ijpe.2012.04.015_bib11) 2001 Tseng (10.1016/j.ijpe.2012.04.015_bib46) 2009; 36 Kobylański (10.1016/j.ijpe.2012.04.015_bib29) 2007; 107 Chaari (10.1016/j.ijpe.2012.04.015_bib8) 2011; 24 Mehta (10.1016/j.ijpe.2012.04.015_bib41) 1999; 12 10.1016/j.ijpe.2012.04.015_bib47 Lei (10.1016/j.ijpe.2012.04.015_bib32) 2011; 55 10.1016/j.ijpe.2012.04.015_bib1 Herroelen (10.1016/j.ijpe.2012.04.015_bib22) 2005; 165 Lambrechts (10.1016/j.ijpe.2012.04.015_bib30) 2008; 111 Liao (10.1016/j.ijpe.2012.04.015_bib36) 2003; 30 Leung (10.1016/j.ijpe.2012.04.015_bib34) 2004; 15 Chtourou (10.1016/j.ijpe.2012.04.015_bib7) 2008; 55 Daniels (10.1016/j.ijpe.2012.04.015_bib9) 1995; 41 Al-Hinai (10.1016/j.ijpe.2012.04.015_bib3) 2011; 132 Lei (10.1016/j.ijpe.2012.04.015_bib31) 2010; 48 Bruker (10.1016/j.ijpe.2012.04.015_bib6) 1990; 45 Li (10.1016/j.ijpe.2012.04.015_bib35) 2011; 55 Shadrokh (10.1016/j.ijpe.2012.04.015_bib45) 2007; 181 Pezzella (10.1016/j.ijpe.2012.04.015_bib44) 2008; 35 Liu (10.1016/j.ijpe.2012.04.015_bib38) 2007; 31 Ho (10.1016/j.ijpe.2012.04.015_bib23) 2008; 38 Goren (10.1016/j.ijpe.2012.04.015_bib18) 2008; 40 |
| References_xml | – volume: 55 start-page: 1183 year: 2011 end-page: 1192 ident: bib32 article-title: Scheduling stochastic job shop subject to random breakdown to minimize makespan publication-title: International Journal of Advanced Manufacturing Technology – volume: 10 start-page: 888 year: 2010 end-page: 896 ident: bib51 article-title: A knowledge-based ant colony optimization for flexible job shop scheduling problems publication-title: Applied Soft Computing – volume: 37 start-page: 4217 year: 1999 end-page: 4233 ident: bib43 article-title: Predictable scheduling of a single machine with breakdowns and sensitive jobs publication-title: International Journal of Production Research – volume: 1 start-page: 117 year: 1976 end-page: 129 ident: bib16 article-title: The complexity of flowshop and jobshop scheduling publication-title: Mathematics of Operations Research – volume: 36 start-page: 137 year: 1999 end-page: 162 ident: bib24 article-title: Scheduling in job shops with machine breakdowns: an experimental study publication-title: Computers & Industrial Engineering – volume: 31 start-page: 645 year: 2007 end-page: 654 ident: bib38 article-title: Robust and stable scheduling of a single machine with random machine breakdowns publication-title: International Journal of Advanced Manufacturing Technology – reference: Wang, K., Choi, S.H. A decomposition-based approach to flexible flow shop scheduling under machine breakdown. International Journal of Production Research, in press, – volume: 60 start-page: 245 year: 2002 end-page: 276 ident: bib28 article-title: Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic publication-title: Mathematics and Computers in Simulation – volume: 37 start-page: 927 year: 2010 end-page: 937 ident: bib19 article-title: A novel competitive co-evolutionary quantum genetic algorithm for stochastic job shop scheduling problem publication-title: Computers & Operations Research – volume: 38 start-page: 7169 year: 2011 end-page: 7178 ident: bib42 article-title: Bi-objective optimization research on integrated fixed time interval preventive maintenance and production for scheduling flexible job-shop problem publication-title: Expert Systems with Application – reference: Abbass, H.A., Bender, A., Dam, H.H., Baker, S., Whitacre, J., Sarker, R., 2008. Computational scenario-based capability planning. In: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation. New York, NY, USA, pp. 1437–1444. – volume: 47 start-page: 113 year: 1999 end-page: 124 ident: bib49 article-title: A graph-theoretic decomposition of the job shop scheduling problem to achieve scheduling robustness publication-title: Operations Research – reference: Dong, Y.-H., Jang, J. Production rescheduling for machine breakdown at a job shop. International Journal Production Research, in press, – volume: 35 start-page: 3202 year: 2008 end-page: 3212 ident: bib44 article-title: A genetic algorithm for the flexible job-shop scheduling problem publication-title: Computers & Operations Research – volume: 7 start-page: 275 year: 2003 end-page: 288 ident: bib25 article-title: Generating robust and flexible job shop schedules using genetic algorithms publication-title: IEEE Transactions on Evolutionary Computation – volume: 30 start-page: 1335 year: 2003 end-page: 1347 ident: bib36 article-title: Single-machine scheduling with periodic maintenance and nonresumable jobs publication-title: Computers & Operations Research – volume: 40 start-page: 66 year: 2008 end-page: 83 ident: bib18 article-title: Robustness and stability measures for scheduling: single-machine environment publication-title: IIE Transactions – volume: 33 start-page: 1024 year: 2007 end-page: 1030 ident: bib37 article-title: Makespan minimization for two parallel machines with an unavailable period on each machine publication-title: International Journal of Advanced Manufacturing Technology – volume: 96 start-page: 175 year: 2005 end-page: 187 ident: bib2 article-title: A bi-objective model for robust resource-constrained project scheduling publication-title: International Journal of Production Economics – volume: 48 start-page: 2995 year: 2010 end-page: 3013 ident: bib31 article-title: A genetic algorithm for flexible job shop scheduling with fuzzy processing time publication-title: International Journal Production Research – volume: 184 start-page: 63 year: 2008 end-page: 75 ident: bib50 article-title: Job sequencing and due date assignment in a single machine shop with uncertain processing times publication-title: European Journal of Operational Research – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bib12 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Transactions on Evolutionary Computation – volume: 207 start-page: 633 year: 2010 end-page: 643 ident: bib21 article-title: Robust scheduling and robustness measures for the discrete time/cost trade-off problem publication-title: European Journal of Operational Research – volume: 9 start-page: 303 year: 2005 end-page: 317 ident: bib26 article-title: Evolutionary optimization in uncertain environments survey publication-title: IEEE Transactions on Evolutionary Computation – volume: 18 start-page: 768 year: 2010 end-page: 786 ident: bib39 article-title: Development of a simulation-based decision support system for controlling stochastic flexible job shop manufacturing systems publication-title: Simulation Modelling Practice and Theory – volume: 41 start-page: 363 year: 1995 end-page: 376 ident: bib9 article-title: Robust scheduling to hedge against processing time uncertainty in single-stage production publication-title: Management Science – reference: Xiong, J., Liu, J., Chen, Y., Abbass, H.A., 2011. An evolutionary multi-objective scenario-based approach for stochastic resource investment project scheduling. In: 2011 IEEE Congress on Evolutionary Computation (CEC), New Orleans, LA, USA, pp. 2767–2774. – volume: 165 start-page: 289 year: 2005 end-page: 306 ident: bib22 article-title: Project scheduling under uncertainty: survey and research potentials publication-title: European Journal of Operational Research – volume: 36 start-page: 1852 year: 2009 end-page: 1858 ident: bib46 article-title: Minimizing total tardiness on a single machine with controllable processing times publication-title: Computers & Operations Research – volume: 55 start-page: 183 year: 2008 end-page: 194 ident: bib7 article-title: A two-stage-priority-rule-based algorithm for robust resource-constrained project scheduling publication-title: Computers Industrial Engineering – volume: 24 start-page: 821 year: 2011 end-page: 833 ident: bib8 article-title: A genetic algorithm for robust hybrid flow shop scheduling publication-title: International Journal of Computer Integrated Manufacturing – volume: 38 start-page: 674 year: 2008 end-page: 685 ident: bib23 article-title: Solving multi-objective flexible job shop problems by evolution and local search publication-title: IEEE Transactions on Systems Man and Cybernetics Part C – Applications and Reviews – volume: 132 start-page: 279 year: 2011 end-page: 291 ident: bib3 article-title: Robust and stable flexible job shop scheduling with random machine breakdowns using hybrid genetic algorithm publication-title: International Journal of Production Economics – volume: 14 start-page: 365 year: 1998 end-page: 378 ident: bib40 article-title: Predictable scheduling of a job shop subject to breakdowns publication-title: IEEE Transactions on Robotics and Automation – volume: 59 start-page: 436 year: 2010 end-page: 447 ident: bib48 article-title: An effective heuristic for flexible job-shop scheduling problem with maintenance activities publication-title: Computers & Industrial Engineering – volume: 181 start-page: 86 year: 2007 end-page: 101 ident: bib45 article-title: A genetic algorithm for resource investment project scheduling problem, tardiness permitted with penalty publication-title: European Journal of Operational Research – volume: 12 start-page: 15 year: 1999 end-page: 38 ident: bib41 article-title: Predictable scheduling of a single machine subject to breakdowns publication-title: International Journal of Computer Integrated Manufacturing – volume: 161 start-page: 86 year: 2005 end-page: 110 ident: bib4 article-title: Executing production schedules in the face of uncertainties: a review and some future directions publication-title: European Journal of Operational Research – volume: 55 start-page: 1159 year: 2011 end-page: 1169 ident: bib35 article-title: Pareto-based discrete artificial bee colony algorithm for multi-objective flexible job shop scheduling problems publication-title: International Journal of Advanced Manufacturing Technology – volume: 42 start-page: 189 year: 2009 end-page: 201 ident: bib17 article-title: Scheduling hybrid flow shop with sequence-dependent setup times and machines with random breakdowns publication-title: The International Journal of Advanced Manufacturing Technology – volume: 111 start-page: 493 year: 2008 end-page: 508 ident: bib30 article-title: A tabu search procedure for developing robust predictive project schedules publication-title: International Journal of Production Economics – volume: 26 start-page: 32 year: 1994 end-page: 43 ident: bib33 article-title: Robustness measures and robust scheduling for job shops publication-title: IIE Transactions – volume: 45 start-page: 733 year: 1998 end-page: 750 ident: bib20 article-title: A competitive genetic algorithm for resource-constrained project scheduling publication-title: Naval Research Logistics – year: 2001 ident: bib11 article-title: Multi-objective Optimization using Evolutionary Algorithms – volume: 107 start-page: 496 year: 2007 end-page: 501 ident: bib29 article-title: A note on the paper by M. A. Al-fawzan and M. Haouari about a bi-objective model for robust resource-constrained project scheduling publication-title: International Journal of Production Economics – volume: 45 start-page: 369 year: 1990 end-page: 375 ident: bib6 article-title: Job shop scheduling with multi-purpose machines publication-title: Computing – volume: 15 start-page: 502 year: 2004 end-page: 514 ident: bib34 article-title: A robust optimization model for stochastic aggregate production planning publication-title: Production Planning & Control – volume: 35 start-page: 2892 year: 2008 end-page: 2907 ident: bib14 article-title: A hybrid genetic and variable neighborhood descent algorithm for flexible job shop scheduling problems publication-title: Computers & Operations Research – reference: . – volume: 53 start-page: 149 year: 2007 end-page: 162 ident: bib15 article-title: A hybrid of genetic algorithm and bottleneck shifting for multiobjective flexible job shop scheduling problems publication-title: Computers & Industrial Engineering – volume: 189 start-page: 723 year: 2008 end-page: 733 ident: bib10 article-title: Proactive heuristic procedures for robust project scheduling: an experimental analysis publication-title: European Journal of Operational Research – volume: 32 start-page: 1 year: 2002 end-page: 13 ident: bib27 article-title: Approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems publication-title: IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews – volume: 41 start-page: 157 year: 1993 end-page: 183 ident: bib5 article-title: Routing and scheduling in a flexible job shop by tabu search publication-title: Annals of Operations Research – volume: 165 start-page: 289 year: 2005 ident: 10.1016/j.ijpe.2012.04.015_bib22 article-title: Project scheduling under uncertainty: survey and research potentials publication-title: European Journal of Operational Research doi: 10.1109/TSMCC.2008.923888 – volume: 53 start-page: 149 year: 2007 ident: 10.1016/j.ijpe.2012.04.015_bib15 article-title: A hybrid of genetic algorithm and bottleneck shifting for multiobjective flexible job shop scheduling problems publication-title: Computers & Industrial Engineering doi: 10.1007/s00170-008-1577-3 – volume: 48 start-page: 2995 issue: 10 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib31 article-title: A genetic algorithm for flexible job shop scheduling with fuzzy processing time publication-title: International Journal Production Research doi: 10.1007/s00170-010-3151-z – volume: 184 start-page: 63 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib50 article-title: Job sequencing and due date assignment in a single machine shop with uncertain processing times publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2006.10.058 – volume: 41 start-page: 363 issue: 2 year: 1995 ident: 10.1016/j.ijpe.2012.04.015_bib9 article-title: Robust scheduling to hedge against processing time uncertainty in single-stage production publication-title: Management Science doi: 10.1287/mnsc.41.2.363 – volume: 35 start-page: 2892 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib14 article-title: A hybrid genetic and variable neighborhood descent algorithm for flexible job shop scheduling problems publication-title: Computers & Operations Research doi: 10.1287/moor.1.2.117 – volume: 161 start-page: 86 year: 2005 ident: 10.1016/j.ijpe.2012.04.015_bib4 article-title: Executing production schedules in the face of uncertainties: a review and some future directions publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2003.08.027 – ident: 10.1016/j.ijpe.2012.04.015_bib13 doi: 10.1016/j.cie.2007.04.010 – volume: 60 start-page: 245 year: 2002 ident: 10.1016/j.ijpe.2012.04.015_bib28 article-title: Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic publication-title: Mathematics and Computers in Simulation doi: 10.1016/j.ijpe.2006.07.012 – volume: 55 start-page: 183 issue: 1 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib7 article-title: A two-stage-priority-rule-based algorithm for robust resource-constrained project scheduling publication-title: Computers Industrial Engineering doi: 10.1287/mnsc.41.2.363 – volume: 41 start-page: 157 year: 1993 ident: 10.1016/j.ijpe.2012.04.015_bib5 article-title: Routing and scheduling in a flexible job shop by tabu search publication-title: Annals of Operations Research doi: 10.1007/BF02023073 – volume: 207 start-page: 633 issue: 2 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib21 article-title: Robust scheduling and robustness measures for the discrete time/cost trade-off problem publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2004.04.002 – volume: 15 start-page: 502 issue: 5 year: 2004 ident: 10.1016/j.ijpe.2012.04.015_bib34 article-title: A robust optimization model for stochastic aggregate production planning publication-title: Production Planning & Control doi: 10.1007/s00170-010-3140-2 – volume: 37 start-page: 4217 year: 1999 ident: 10.1016/j.ijpe.2012.04.015_bib43 article-title: Predictable scheduling of a single machine with breakdowns and sensitive jobs publication-title: International Journal of Production Research doi: 10.1016/j.cor.2007.02.014 – volume: 10 start-page: 888 issue: 3 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib51 article-title: A knowledge-based ant colony optimization for flexible job shop scheduling problems publication-title: Applied Soft Computing doi: 10.1016/j.asoc.2009.10.006 – year: 2001 ident: 10.1016/j.ijpe.2012.04.015_bib11 – volume: 59 start-page: 436 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib48 article-title: An effective heuristic for flexible job-shop scheduling problem with maintenance activities publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2010.05.016 – volume: 132 start-page: 279 year: 2011 ident: 10.1016/j.ijpe.2012.04.015_bib3 article-title: Robust and stable flexible job shop scheduling with random machine breakdowns using hybrid genetic algorithm publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2011.04.020 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.ijpe.2012.04.015_bib12 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1016/j.cor.2007.01.001 – volume: 36 start-page: 1852 year: 2009 ident: 10.1016/j.ijpe.2012.04.015_bib46 article-title: Minimizing total tardiness on a single machine with controllable processing times publication-title: Computers & Operations Research doi: 10.1016/j.cor.2008.05.009 – volume: 181 start-page: 86 year: 2007 ident: 10.1016/j.ijpe.2012.04.015_bib45 article-title: A genetic algorithm for resource investment project scheduling problem, tardiness permitted with penalty publication-title: European Journal of Operational Research doi: 10.1080/0951192X.2011.575181 – volume: 35 start-page: 3202 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib44 article-title: A genetic algorithm for the flexible job-shop scheduling problem publication-title: Computers & Operations Research doi: 10.1016/j.ejor.2006.03.056 – volume: 38 start-page: 674 issue: 5 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib23 article-title: Solving multi-objective flexible job shop problems by evolution and local search publication-title: IEEE Transactions on Systems Man and Cybernetics Part C – Applications and Reviews doi: 10.1016/S0360-8352(99)00006-6 – volume: 12 start-page: 15 year: 1999 ident: 10.1016/j.ijpe.2012.04.015_bib41 article-title: Predictable scheduling of a single machine subject to breakdowns publication-title: International Journal of Computer Integrated Manufacturing doi: 10.1016/j.eswa.2010.12.043 – volume: 33 start-page: 1024 year: 2007 ident: 10.1016/j.ijpe.2012.04.015_bib37 article-title: Makespan minimization for two parallel machines with an unavailable period on each machine publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1007/s00170-005-0237-0 – volume: 111 start-page: 493 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib30 article-title: A tabu search procedure for developing robust predictive project schedules publication-title: International Journal of Production Economics doi: 10.1080/00207540902814348 – volume: 24 start-page: 821 issue: 9 year: 2011 ident: 10.1016/j.ijpe.2012.04.015_bib8 article-title: A genetic algorithm for robust hybrid flow shop scheduling publication-title: International Journal of Computer Integrated Manufacturing doi: 10.1016/j.ejor.2006.10.061 – volume: 7 start-page: 275 issue: 3 year: 2003 ident: 10.1016/j.ijpe.2012.04.015_bib25 article-title: Generating robust and flexible job shop schedules using genetic algorithms publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TEVC.2005.846356 – volume: 107 start-page: 496 year: 2007 ident: 10.1016/j.ijpe.2012.04.015_bib29 article-title: A note on the paper by M. A. Al-fawzan and M. Haouari about a bi-objective model for robust resource-constrained project scheduling publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2007.02.003 – volume: 18 start-page: 768 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib39 article-title: Development of a simulation-based decision support system for controlling stochastic flexible job shop manufacturing systems publication-title: Simulation Modelling Practice and Theory doi: 10.1109/70.678447 – volume: 45 start-page: 369 year: 1990 ident: 10.1016/j.ijpe.2012.04.015_bib6 article-title: Job shop scheduling with multi-purpose machines publication-title: Computing doi: 10.1007/BF02238804 – volume: 189 start-page: 723 issue: 3 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib10 article-title: Proactive heuristic procedures for robust project scheduling: an experimental analysis publication-title: European Journal of Operational Research doi: 10.1109/4235.996017 – volume: 47 start-page: 113 issue: 1 year: 1999 ident: 10.1016/j.ijpe.2012.04.015_bib49 article-title: A graph-theoretic decomposition of the job shop scheduling problem to achieve scheduling robustness publication-title: Operations Research doi: 10.1287/opre.47.1.113 – volume: 1 start-page: 117 issue: 2 year: 1976 ident: 10.1016/j.ijpe.2012.04.015_bib16 article-title: The complexity of flowshop and jobshop scheduling publication-title: Mathematics of Operations Research doi: 10.1080/07408170701283198 – volume: 38 start-page: 7169 year: 2011 ident: 10.1016/j.ijpe.2012.04.015_bib42 article-title: Bi-objective optimization research on integrated fixed time interval preventive maintenance and production for scheduling flexible job-shop problem publication-title: Expert Systems with Application doi: 10.1080/002075499189745 – ident: 10.1016/j.ijpe.2012.04.015_bib1 doi: 10.1145/1389095.1389378 – ident: 10.1016/j.ijpe.2012.04.015_bib47 doi: 10.1080/00207543.2011.571456 – volume: 14 start-page: 365 year: 1998 ident: 10.1016/j.ijpe.2012.04.015_bib40 article-title: Predictable scheduling of a job shop subject to breakdowns publication-title: IEEE Transactions on Robotics and Automation doi: 10.1080/095119299130443 – volume: 32 start-page: 1 issue: 1 year: 2002 ident: 10.1016/j.ijpe.2012.04.015_bib27 article-title: Approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems publication-title: IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews doi: 10.1016/S0378-4754(02)00019-8 – volume: 55 start-page: 1159 year: 2011 ident: 10.1016/j.ijpe.2012.04.015_bib35 article-title: Pareto-based discrete artificial bee colony algorithm for multi-objective flexible job shop scheduling problems publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1016/S0305-0548(02)00074-6 – volume: 55 start-page: 1183 year: 2011 ident: 10.1016/j.ijpe.2012.04.015_bib32 article-title: Scheduling stochastic job shop subject to random breakdown to minimize makespan publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1080/07408179408966626 – volume: 45 start-page: 733 year: 1998 ident: 10.1016/j.ijpe.2012.04.015_bib20 article-title: A competitive genetic algorithm for resource-constrained project scheduling publication-title: Naval Research Logistics doi: 10.1016/j.ejor.2010.05.046 – volume: 26 start-page: 32 issue: 5 year: 1994 ident: 10.1016/j.ijpe.2012.04.015_bib33 article-title: Robustness measures and robust scheduling for job shops publication-title: IIE Transactions doi: 10.1080/09537280410001724287 – volume: 36 start-page: 137 issue: 1 year: 1999 ident: 10.1016/j.ijpe.2012.04.015_bib24 article-title: Scheduling in job shops with machine breakdowns: an experimental study publication-title: Computers & Industrial Engineering doi: 10.1109/TEVC.2003.810067 – volume: 9 start-page: 303 issue: 3 year: 2005 ident: 10.1016/j.ijpe.2012.04.015_bib26 article-title: Evolutionary optimization in uncertain environments survey publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TSMCC.2002.1009117 – volume: 40 start-page: 66 issue: 1 year: 2008 ident: 10.1016/j.ijpe.2012.04.015_bib18 article-title: Robustness and stability measures for scheduling: single-machine environment publication-title: IIE Transactions doi: 10.1016/j.cie.2007.11.017 – volume: 31 start-page: 645 year: 2007 ident: 10.1016/j.ijpe.2012.04.015_bib38 article-title: Robust and stable scheduling of a single machine with random machine breakdowns publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1016/j.simpat.2010.01.015 – ident: 10.1016/j.ijpe.2012.04.015_bib52 doi: 10.1109/CEC.2011.5949965 – volume: 42 start-page: 189 issue: 1 year: 2009 ident: 10.1016/j.ijpe.2012.04.015_bib17 article-title: Scheduling hybrid flow shop with sequence-dependent setup times and machines with random breakdowns publication-title: The International Journal of Advanced Manufacturing Technology doi: 10.1016/j.cor.2009.07.002 – volume: 96 start-page: 175 year: 2005 ident: 10.1016/j.ijpe.2012.04.015_bib2 article-title: A bi-objective model for robust resource-constrained project scheduling publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2004.04.002 – volume: 30 start-page: 1335 year: 2003 ident: 10.1016/j.ijpe.2012.04.015_bib36 article-title: Single-machine scheduling with periodic maintenance and nonresumable jobs publication-title: Computers & Operations Research doi: 10.1007/s00170-006-0524-4 – volume: 37 start-page: 927 year: 2010 ident: 10.1016/j.ijpe.2012.04.015_bib19 article-title: A novel competitive co-evolutionary quantum genetic algorithm for stochastic job shop scheduling problem publication-title: Computers & Operations Research doi: 10.1002/(SICI)1520-6750(199810)45:7<733::AID-NAV5>3.0.CO;2-C |
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| Snippet | This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives – makespan and robustness –... This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives -- makespan and robustness --... This study addresses robust scheduling for a flexible job-shop scheduling problem with random machine breakdowns. Two objectives a makespan and robustness a... |
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| SubjectTerms | Breakdown Breakdowns Economics Evolutionary algorithms Expected values Flexible job-shop schedule problem Floats Genetic algorithms Job shops Machine breakdowns Multi-objective evolutionary algorithm Operations research Position (location) Production scheduling Robust scheduling Robustness Scheduling Studies Surrogate measure |
| Title | Robust scheduling for multi-objective flexible job-shop problems with random machine breakdowns |
| URI | https://dx.doi.org/10.1016/j.ijpe.2012.04.015 http://www.econis.eu/PPNSET?PPN=734422350 https://www.proquest.com/docview/1197624121 https://www.proquest.com/docview/1283659255 |
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