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Volumn 47, Issue 3, 2017, Pages 517-530

Pareto-optimization for scheduling of crude oil operations in refinery via genetic algorithm

Author keywords

Crude oil operations; discrete event and hybrid system; genetic algorithm (GA); short term scheduling

Indexed keywords

CHROMOSOMES; COMBINATORIAL OPTIMIZATION; GENETIC ALGORITHMS; HYBRID SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; REFINING; SCHEDULING;

EID: 85014639386     PISSN: 21682216     EISSN: 21682232     Source Type: Journal    
DOI: 10.1109/TSMC.2015.2507161     Document Type: Article
Times cited : (241)

References (55)
  • 3
    • 78449311048 scopus 로고    scopus 로고
    • Optimal scheduling of pipeline systems with a resourcetask network continuous-Time formulation
    • P. M. Castro, "Optimal scheduling of pipeline systems with a resourcetask network continuous-Time formulation, " Ind. Eng. Chem. Res., vol. 49, no. 22, pp. 11491-11505, 2010
    • (2010) Ind. Eng. Chem. Res , vol.49 , Issue.22 , pp. 11491-11505
    • Castro, P.M.1
  • 4
    • 84907494642 scopus 로고    scopus 로고
    • Global optimal scheduling of crude oil blending operations with RTN continuous-Time, and multiparametric disaggregation
    • P. M. Castro, and I. E. Grossmann, "Global optimal scheduling of crude oil blending operations with RTN continuous-Time, and multiparametric disaggregation, " Ind. Eng. Chem. Res., vol. 53, no. 39, pp. 15127-15145, 2014
    • (2014) Ind. Eng. Chem. Res , vol.53 , Issue.39 , pp. 15127-15145
    • Castro, P.M.1    Grossmann, I.E.2
  • 6
    • 0036530772 scopus 로고    scopus 로고
    • A fast, and elitist multiobjective genetic algorithm: NSGA-II
    • Apr
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast, and elitist multiobjective genetic algorithm: NSGA-II, " IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002
    • (2002) IEEE Trans. Evol. Comput , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 7
    • 0021520669 scopus 로고
    • An overview of techniques for solving multiobjective mathematical programs
    • G. W. Evans, "An overview of techniques for solving multiobjective mathematical programs, " Manag. Sci., vol. 30, no. 11, pp. 1268-1282, 1984
    • (1984) Manag. Sci , vol.30 , Issue.11 , pp. 1268-1282
    • Evans, G.W.1
  • 8
    • 2442583184 scopus 로고    scopus 로고
    • Continuous-Time versus discrete-Time approaches for scheduling of chemical processes: A review
    • C. A. Floudas, and X. X. Lin, "Continuous-Time versus discrete-Time approaches for scheduling of chemical processes: A review, " Comput. Chem. Eng., vol. 28, no. 11, pp. 2109-2129, 2004
    • (2004) Comput. Chem. Eng , vol.28 , Issue.11 , pp. 2109-2129
    • Floudas, C.A.1    Lin, X.X.2
  • 9
    • 0035340218 scopus 로고    scopus 로고
    • Short-Term scheduling, and recipe optimization of blending processes
    • K. Glismann, and G. Gruhn, "Short-Term scheduling, and recipe optimization of blending processes, " Comput. Chem. Eng., vol. 25, nos. 4-6, pp. 627-634, 2001
    • (2001) Comput. Chem. Eng , vol.25 , Issue.4-6 , pp. 627-634
    • Glismann, K.1    Gruhn, G.2
  • 10
    • 0034661146 scopus 로고    scopus 로고
    • The curse of reality-Why process scheduling optimization problems are difficult in practice
    • S. J. Honkomp, S. Lombardo, O. Rosen, and J. F. Pekny, "The curse of reality-Why process scheduling optimization problems are difficult in practice, " Comput. Chem. Eng., vol. 24, nos. 2-7, pp. 323-328, 2000
    • (2000) Comput. Chem. Eng , vol.24 , Issue.2-7 , pp. 323-328
    • Honkomp, S.J.1    Lombardo, S.2    Rosen, O.3    Pekny, J.F.4
  • 11
    • 0038310819 scopus 로고    scopus 로고
    • Refinery short-Term scheduling using continuous time formulation: Crude-oil operations
    • Z. Jia, M. Ierapetritou, and J. D. Kelly, "Refinery short-Term scheduling using continuous time formulation: Crude-oil operations, " Ind. Eng. Chem. Res., vol. 42, no. 13, pp. 3085-3097, 2003
    • (2003) Ind. Eng. Chem. Res , vol.42 , Issue.13 , pp. 3085-3097
    • Jia, Z.1    Ierapetritou, M.2    Kelly, J.D.3
  • 12
    • 1942532285 scopus 로고    scopus 로고
    • Efficient short-Term scheduling of refinery operations based on a continuous time formulation
    • Z. Jia, and M. Ierapetritou, "Efficient short-Term scheduling of refinery operations based on a continuous time formulation, " Comput. Chem. Eng., vol. 28, nos. 6-7, pp. 1001-1019, 2004
    • (2004) Comput. Chem. Eng , vol.28 , Issue.6-7 , pp. 1001-1019
    • Jia, Z.1    Ierapetritou, M.2
  • 13
    • 50549096839 scopus 로고    scopus 로고
    • Global optimization for scheduling refinery crude oil operations
    • R. Karuppiah, K. C. Furmanb, and I. E. Grossmann, "Global optimization for scheduling refinery crude oil operations, " Comput. Chem. Eng., vol. 32, no. 11, pp. 2745-2766, 2008
    • (2008) Comput. Chem. Eng , vol.32 , Issue.11 , pp. 2745-2766
    • Karuppiah, R.1    Furmanb, K.C.2    Grossmann, I.E.3
  • 14
    • 0032129291 scopus 로고    scopus 로고
    • Structured approach to storage allocation for improved process controllability
    • J. D. Kelly, and J. F. Forbes, "Structured approach to storage allocation for improved process controllability, " AIChE J., vol. 44, no. 8, pp. 1832-1840, 1998
    • (1998) AIChE J. , vol.44 , Issue.8 , pp. 1832-1840
    • Kelly, J.D.1    Forbes, J.F.2
  • 15
    • 0027545176 scopus 로고
    • A general algorithm for short-Term scheduling of batch operations-I. MILP formulation
    • E. Kondili, C. C. Pantelides, and R. W. H. Sargent, "A general algorithm for short-Term scheduling of batch operations-I. MILP formulation, " Comput. Chem. Eng., vol. 17, no. 2, pp. 211-227, 1993
    • (1993) Comput. Chem. Eng , vol.17 , Issue.2 , pp. 211-227
    • Kondili, E.1    Pantelides, C.C.2    Sargent, R.W.H.3
  • 16
    • 0030151372 scopus 로고    scopus 로고
    • Mixed-integer linear programming model for refinery short-Term scheduling of crude oil unloading with inventory management
    • H. Lee, J. M. Pinto, I. E. Grossmann, and S. Park, "Mixed-integer linear programming model for refinery short-Term scheduling of crude oil unloading with inventory management, " Ind. Eng. Chem. Res., vol. 35, no. 5, pp. 1630-1641, 1996
    • (1996) Ind. Eng. Chem. Res , vol.35 , Issue.5 , pp. 1630-1641
    • Lee, H.1    Pinto, J.M.2    Grossmann, I.E.3    Park, S.4
  • 17
    • 2442535151 scopus 로고    scopus 로고
    • Survey of multi-objective optimization methods for engineering
    • R. T. Marler, and J. S. Arora, "Survey of multi-objective optimization methods for engineering, " Struct. Multidiscipl. Optim., vol. 26, no. 6, pp. 369-395, 2004
    • (2004) Struct. Multidiscipl. Optim , vol.26 , Issue.6 , pp. 369-395
    • Marler, R.T.1    Arora, J.S.2
  • 18
    • 61349108680 scopus 로고    scopus 로고
    • A review, and evaluation of multiobjective algorithms for the flowshop scheduling problem
    • G. Minella, R. Ruiz, and M. Ciavotta, "A review, and evaluation of multiobjective algorithms for the flowshop scheduling problem, " INFORMS J. Comput., vol. 20, no. 3, pp. 451-471, 2008
    • (2008) INFORMS J. Comput , vol.20 , Issue.3 , pp. 451-471
    • Minella, G.1    Ruiz, R.2    Ciavotta, M.3
  • 19
    • 0042306174 scopus 로고    scopus 로고
    • Process technology in the petroleum refining industry-Current situation, and future trends
    • L. F. L. Moro, "Process technology in the petroleum refining industry-Current situation, and future trends, " Comput. Chem. Eng., vol. 27, nos. 8-9, pp. 1303-1305, 2003
    • (2003) Comput. Chem. Eng , vol.27 , Issue.8-9 , pp. 1303-1305
    • Moro, L.F.L.1
  • 20
    • 85014647649 scopus 로고
    • Unified frameworks for the optimal process planning, and scheduling
    • C. C. Pantelides, "Unified frameworks for the optimal process planning, and scheduling, " Found. Comput. -Aided Oper., vol. 22, no. 8, pp. 1001-1007, 1990
    • (1990) Found. Comput. -Aided Oper , vol.22 , Issue.8 , pp. 1001-1007
    • Pantelides, C.C.1
  • 21
    • 0030191906 scopus 로고    scopus 로고
    • Refinery operation, and control: A future vision
    • R. Pelham, and C. Pharris, "Refinery operation, and control: A future vision, " Hydrocarb. Process., vol. 75, no. 7, pp. 89-94, 1996
    • (1996) Hydrocarb. Process , vol.75 , Issue.7 , pp. 89-94
    • Pelham, R.1    Pharris, C.2
  • 22
    • 0034287620 scopus 로고    scopus 로고
    • Planning, and scheduling models for refinery operations
    • J. M. Pinto, M. Joly, and L. F. L. Moro, "Planning, and scheduling models for refinery operations, " Comput. Chem. Eng., vol. 24, nos. 9-10, pp. 2259-2276, 2000
    • (2000) Comput. Chem. Eng , vol.24 , Issue.9-10 , pp. 2259-2276
    • Pinto, J.M.1    Joly, M.2    Moro, L.F.L.3
  • 23
    • 38849150410 scopus 로고    scopus 로고
    • A novel continuous time representation for the scheduling of pipeline systems with pumping yield rate constraints
    • R. Rejowski, Jr., and J. M. Pinto, "A novel continuous time representation for the scheduling of pipeline systems with pumping yield rate constraints, " Comput. Chem. Eng., vol. 32, nos. 4-5, pp. 1042-1066, 2008
    • (2008) Comput. Chem. Eng , vol.32 , Issue.4-5 , pp. 1042-1066
    • Rejowski, R.1    Pinto, J.M.2
  • 24
    • 66849129512 scopus 로고    scopus 로고
    • Scheduling of loading, and unloading of crude oil in a refinery using event-based discrete time formulation
    • G. K. D. Saharidis, M. Minoux, and Y. Dallery, "Scheduling of loading, and unloading of crude oil in a refinery using event-based discrete time formulation, " Comput. Chem. Eng., vol. 33, no. 8, pp. 1413-1426, 2009
    • (2009) Comput. Chem. Eng , vol.33 , Issue.8 , pp. 1413-1426
    • Saharidis, G.K.D.1    Minoux, M.2    Dallery, Y.3
  • 25
    • 0029701808 scopus 로고    scopus 로고
    • Mathematical programming techniques for crude oil scheduling
    • N. Shah, "Mathematical programming techniques for crude oil scheduling, " Comput. Chem. Eng., vol. 20, pp. s1227-s1232, 1996
    • (1996) Comput. Chem. Eng , vol.20 , pp. s1227-s1232
    • Shah, N.1
  • 26
    • 79952786364 scopus 로고    scopus 로고
    • Petroleum refining operations: Key issues, advances, and opportunities
    • N. K. Shah, Z. K. Li, and M. G. Ierapetritou, "Petroleum refining operations: Key issues, advances, and opportunities, " Ind. Eng. Chem. Res., vol. 50, no. 3, pp. 1161-1170, 2011
    • (2011) Ind. Eng. Chem. Res , vol.50 , Issue.3 , pp. 1161-1170
    • Shah, N.K.1    Li, Z.K.2    Ierapetritou, M.G.3
  • 27
    • 84878692988 scopus 로고    scopus 로고
    • Unification of STN, and RTN based models for short-Term scheduling of batch plants with shared resources
    • Jul
    • M. A. Shaik, and R. Vooradi, "Unification of STN, and RTN based models for short-Term scheduling of batch plants with shared resources, " Chem. Eng. Sci., vol. 98, pp. 104-124, Jul. 2013
    • (2013) Chem. Eng. Sci , vol.98 , pp. 104-124
    • Shaik, M.A.1    Vooradi, R.2
  • 28
    • 0002338687 scopus 로고
    • A genetic algorithm tutorial
    • D. Whitley, "A genetic algorithm tutorial, " Statist. Comput., vol. 4, no. 2, pp. 65-85, 1994
    • (1994) Statist. Comput , vol.4 , Issue.2 , pp. 65-85
    • Whitley, D.1
  • 29
    • 0032630279 scopus 로고    scopus 로고
    • Necessary, and sufficient conditions for deadlock-free operation in flexible manufacturing systems using a colored Petri net model
    • May
    • N. Q. Wu, "Necessary, and sufficient conditions for deadlock-free operation in flexible manufacturing systems using a colored Petri net model, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 29, no. 2, pp. 192-204, May 1999
    • (1999) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.29 , Issue.2 , pp. 192-204
    • Wu, N.Q.1
  • 30
    • 34447295371 scopus 로고    scopus 로고
    • Modeling, and conflict detection of crude oil operations for refinery process based on controlled colored timed Petri net
    • Jul
    • N. Q. Wu, L. P. Bai, and C. B. Chu, "Modeling, and conflict detection of crude oil operations for refinery process based on controlled colored timed Petri net, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 37, no. 4, pp. 461-472, Jul. 2007
    • (2007) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.37 , Issue.4 , pp. 461-472
    • Wu, N.Q.1    Bai, L.P.2    Chu, C.B.3
  • 31
    • 84867884609 scopus 로고    scopus 로고
    • A novel approach to optimization of refining schedules for crude oil operations in refinery
    • Nov
    • N. Q. Wu, L. P. Bai, M. C. Zhou, F. Chu, and S. Mammar, "A novel approach to optimization of refining schedules for crude oil operations in refinery, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 42, no. 6, pp. 1042-1053, Nov. 2012
    • (2012) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.42 , Issue.6 , pp. 1042-1053
    • Wu, N.Q.1    Bai, L.P.2    Zhou, M.C.3    Chu, F.4    Mammar, S.5
  • 32
    • 84962881516 scopus 로고    scopus 로고
    • An efficient scheduling method for crude oil operations in refinery with crude oil type mixing requirements
    • Mar
    • N. Q. Wu, L. P. Bai, and M. C. Zhou, "An efficient scheduling method for crude oil operations in refinery with crude oil type mixing requirements, " IEEE Trans. Syst., Man, Cybern., Syst., vol. 46, no. 3, pp. 413-426, Mar. 2016
    • (2016) IEEE Trans. Syst., Man, Cybern., Syst , vol.46 , Issue.3 , pp. 413-426
    • Wu, N.Q.1    Bai, L.P.2    Zhou, M.C.3
  • 33
    • 56049106348 scopus 로고    scopus 로고
    • Short-Term schedulability analysis of crude oil operations in refinery with oil residency time constraint using Petri nets
    • Nov
    • N. Q. Wu, F. Chu, C. B. Chu, and M. C. Zhou, "Short-Term schedulability analysis of crude oil operations in refinery with oil residency time constraint using Petri nets, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 38, no. 6, pp. 765-778, Nov. 2008
    • (2008) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.38 , Issue.6 , pp. 765-778
    • Wu, N.Q.1    Chu, F.2    Chu, C.B.3    Zhou, M.C.4
  • 34
    • 58649115610 scopus 로고    scopus 로고
    • Short-Term schedulability analysis of multiple distiller crude oil operations in refinery with oil residency time constraint
    • Jan
    • N. Q. Wu, F. Chu, C. B. Chu, and M. C. Zhou, "Short-Term schedulability analysis of multiple distiller crude oil operations in refinery with oil residency time constraint, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 39, no. 1, pp. 1-16, Jan. 2009
    • (2009) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.39 , Issue.1 , pp. 1-16
    • Wu, N.Q.1    Chu, F.2    Chu, C.B.3    Zhou, M.C.4
  • 35
    • 78651081151 scopus 로고    scopus 로고
    • Schedulability analysis of short-Term scheduling for crude oil operations in refinery with oil residency time, and charging-Tank-switch-overlap constraints
    • Jan
    • N. Q. Wu, C. B. Chu, F. Chu, and M. C. Zhou, "Schedulability analysis of short-Term scheduling for crude oil operations in refinery with oil residency time, and charging-Tank-switch-overlap constraints, " IEEE Trans. Autom. Sci. Eng., vol. 8, no. 1, pp. 190-204, Jan. 2011
    • (2011) IEEE Trans. Autom. Sci. Eng , vol.8 , Issue.1 , pp. 190-204
    • Wu, N.Q.1    Chu, C.B.2    Chu, F.3    Zhou, M.C.4
  • 36
    • 0035485815 scopus 로고    scopus 로고
    • Avoiding deadlock, and reducing starvation, and blocking in automated manufacturing systems based on a Petri net model
    • Oct
    • N. Q. Wu, and M. C. Zhou, "Avoiding deadlock, and reducing starvation, and blocking in automated manufacturing systems based on a Petri net model, " IEEE Trans. Robot. Autom., vol. 17, no. 5, pp. 658-669, Oct. 2001
    • (2001) IEEE Trans. Robot. Autom , vol.17 , Issue.5 , pp. 658-669
    • Wu, N.Q.1    Zhou, M.C.2
  • 38
    • 84964904131 scopus 로고    scopus 로고
    • Short-Term scheduling of crude oil operations in refinery with high-fusion-point oil, and two transportation pipelines
    • N. Q. Wu, M. C. Zhu, L. P. Bai, and Z. W. Li, "Short-Term scheduling of crude oil operations in refinery with high-fusion-point oil, and two transportation pipelines, " Enterp. Inf. Syst. online, DOI: 10. 1080/17517575. 2014. 948936
    • (2014) Enterp. Inf. Syst. Online , pp. 948936
    • Wu, N.Q.1    Zhu, M.C.2    Bai, L.P.3    Li, Z.W.4
  • 39
    • 34548116204 scopus 로고    scopus 로고
    • Short-Term scheduling for refinery process: Bridging the gap between theory, and applications
    • N. Q. Wu, M. C. Zhou, and F. Chu, "Short-Term scheduling for refinery process: Bridging the gap between theory, and applications, " Int. J. Intell. Control Syst., vol. 10, no. 2, pp. 162-174, 2005
    • (2005) Int. J. Intell. Control Syst , vol.10 , Issue.2 , pp. 162-174
    • Wu, N.Q.1    Zhou, M.C.2    Chu, F.3
  • 40
    • 54849159400 scopus 로고    scopus 로고
    • A Petri net-based heuristic algorithm for realizability of target refining schedule for oil refinery
    • Oct
    • N. Q. Wu, M. C. Zhou, and F. Chu, "A Petri net-based heuristic algorithm for realizability of target refining schedule for oil refinery, " IEEE Trans. Autom. Sci. Eng., vol. 5, no. 4, pp. 661-676, Oct. 2008
    • (2008) IEEE Trans. Autom. Sci. Eng , vol.5 , Issue.4 , pp. 661-676
    • Wu, N.Q.1    Zhou, M.C.2    Chu, F.3
  • 41
    • 41149096280 scopus 로고    scopus 로고
    • Resource-oriented Petri net for deadlock avoidance in flexible assembly systems
    • Jan
    • N. Q. Wu, M. C. Zhou, and Z. W. Li, "Resource-oriented Petri net for deadlock avoidance in flexible assembly systems, " IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 1, pp. 56-69, Jan. 2008
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.1 , pp. 56-69
    • Wu, N.Q.1    Zhou, M.C.2    Li, Z.W.3
  • 42
    • 85027923444 scopus 로고    scopus 로고
    • Short-Term scheduling of crudeoil operations: Petri net-based control-Theoretic approach
    • Jun
    • N. Q. Wu, M. C. Zhou, and Z. W. Li, "Short-Term scheduling of crudeoil operations: Petri net-based control-Theoretic approach, " IEEE Robot. Autom. Mag., vol. 22, no. 2, pp. 64-76, Jun. 2015
    • (2015) IEEE Robot. Autom. Mag , vol.22 , Issue.2 , pp. 64-76
    • Wu, N.Q.1    Zhou, M.C.2    Li, Z.W.3
  • 43
    • 84863839501 scopus 로고    scopus 로고
    • Short-Term scheduling of refinery crude oil operations
    • S. Yadav, and M. A. Shaik, "Short-Term scheduling of refinery crude oil operations, " Ind. Eng. Chem. Res., vol. 51, no. 27, pp. 9287-9299, 2012
    • (2012) Ind. Eng. Chem. Res , vol.51 , Issue.27 , pp. 9287-9299
    • Yadav, S.1    Shaik, M.A.2
  • 44
    • 77956188848 scopus 로고    scopus 로고
    • Refinery scheduling of crude oil unloading, storage, and processing using a model predictive control strategy
    • U. Yüzgeç, A. Palazoglu, and J. A. Romagnoli, "Refinery scheduling of crude oil unloading, storage, and processing using a model predictive control strategy, " Comput. Chem. Eng., vol. 34, no. 10, pp. 1671-1686, 2010
    • (2010) Comput. Chem. Eng , vol.34 , Issue.10 , pp. 1671-1686
    • Yüzgeç, U.1    Palazoglu, A.2    Romagnoli, J.A.3
  • 45
    • 0038310819 scopus 로고    scopus 로고
    • Refinery short-Term scheduling using continuous time formulation: Crude-oil operations
    • Y. J. Zhen, and I. Marianthi, "Refinery short-Term scheduling using continuous time formulation: Crude-oil operations, " Ind. Eng. Chem. Res., vol. 42, no. 13, pp. 3085-3097, 2003
    • (2003) Ind. Eng. Chem. Res , vol.42 , Issue.13 , pp. 3085-3097
    • Zhen, Y.J.1    Marianthi, I.2
  • 46
    • 77649341847 scopus 로고    scopus 로고
    • Tank cycling, and scheduling analysis of high fusion point oil transportation for crude oil operations in refinery
    • N. Q. Wu, F. Chu, C. B. Chu, and M. C. Zhou, "Tank cycling, and scheduling analysis of high fusion point oil transportation for crude oil operations in refinery, " Comput. Chem. Eng., vol. 34, no. 4, pp. 529-543, 2010
    • (2010) Comput. Chem. Eng , vol.34 , Issue.4 , pp. 529-543
    • Wu, N.Q.1    Chu, F.2    Chu, C.B.3    Zhou, M.C.4
  • 47
    • 77249123833 scopus 로고    scopus 로고
    • Hybrid Petri net modeling, and schedulability analysis of high fusion point oil transportation under tank grouping strategy for crude oil operations in refinery
    • Mar
    • N. Q. Wu, F. Chu, C. B. Chu, and M. C. Zhou, "Hybrid Petri net modeling, and schedulability analysis of high fusion point oil transportation under tank grouping strategy for crude oil operations in refinery, " IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 40, no. 2, pp. 159-175, Mar. 2010
    • (2010) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.40 , Issue.2 , pp. 159-175
    • Wu, N.Q.1    Chu, F.2    Chu, C.B.3    Zhou, M.C.4
  • 48
    • 85027948607 scopus 로고    scopus 로고
    • An improved exact -constraint, and cut-And-solve combined method for biobjective robust lane reservation
    • Jun
    • P. Wu, A. Che, F. Chu, and M. C. Zhou, "An improved exact -constraint, and cut-And-solve combined method for biobjective robust lane reservation, " IEEE Trans. Intell. Transp. Syst., vol. 16, no. 3, pp. 1479-1492, Jun. 2015
    • (2015) IEEE Trans. Intell. Transp. Syst , vol.16 , Issue.3 , pp. 1479-1492
    • Wu, P.1    Che, A.2    Chu, F.3    Zhou, M.C.4
  • 49
    • 84861189470 scopus 로고    scopus 로고
    • Deadlock-free genetic scheduling algorithm for automated manufacturing systems based on deadlock control policy
    • Jun
    • K. Xing, L. Han, M. C. Zhou, and F. Wang, "Deadlock-free genetic scheduling algorithm for automated manufacturing systems based on deadlock control policy, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 3, pp. 603-615, Jun. 2012
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.42 , Issue.3 , pp. 603-615
    • Xing, K.1    Han, L.2    Zhou, M.C.3    Wang, F.4
  • 50
    • 84938505448 scopus 로고    scopus 로고
    • Incorporation of optimal computing budget allocation for ordinal optimization into learning automata
    • online
    • J. Zhang, C. Wang, D. Zang, and M. C. Zhou, "Incorporation of optimal computing budget allocation for ordinal optimization into learning automata, " IEEE Trans. Autom. Sci. Eng., 2015, online, Doi: 10. 1109/TASE. 2015. 2450535
    • (2015) IEEE Trans. Autom. Sci. Eng
    • Zhang, J.1    Wang, C.2    Zang, D.3    Zhou, M.C.4
  • 51
    • 84911071747 scopus 로고    scopus 로고
    • Fast, and epsilon-optimal discretized pursuit learning automata
    • Oct
    • J. Zhang, C. Wang, and M. C. Zhou, "Fast, and epsilon-optimal discretized pursuit learning automata, " IEEE Trans. Cybern., vol. 45, no. 10, pp. 2089-2099, Oct. 2015
    • (2015) IEEE Trans. Cybern , vol.45 , Issue.10 , pp. 2089-2099
    • Zhang, J.1    Wang, C.2    Zhou, M.C.3
  • 52
    • 84878676219 scopus 로고    scopus 로고
    • Constraint, and fuzzy logicbased optimization of hazardous material transportation via lane reservation
    • Jun
    • Z. Zhou, F. Chu, A. Che, and M. C. Zhou, "Constraint, and fuzzy logicbased optimization of hazardous material transportation via lane reservation, " IEEE Trans. Intell. Transp. Syst., vol. 14, no. 2, pp. 847-857, Jun. 2013
    • (2013) IEEE Trans. Intell. Transp. Syst , vol.14 , Issue.2 , pp. 847-857
    • Zhou, Z.1    Chu, F.2    Che, A.3    Zhou, M.C.4
  • 53
    • 84867399369 scopus 로고    scopus 로고
    • An efficient outpatient scheduling approach
    • Oct
    • H. Zhu, M. Hou, C. Wang, and M. C. Zhou, "An efficient outpatient scheduling approach, " IEEE Trans. Autom. Sci. Eng., vol. 9, no. 4, pp. 701-709, Oct. 2012
    • (2012) IEEE Trans. Autom. Sci. Eng , vol.9 , Issue.4 , pp. 701-709
    • Zhu, H.1    Hou, M.2    Wang, C.3    Zhou, M.C.4
  • 54
    • 84887980429 scopus 로고    scopus 로고
    • Petri net-based optimal one-wafer scheduling of single-Arm multi-cluster tools in semiconductor manufacturing
    • Dec
    • Q. H. Zhu, N. Q. Wu, Y. Qiao, and M. C. Zhou, "Petri net-based optimal one-wafer scheduling of single-Arm multi-cluster tools in semiconductor manufacturing, " IEEE Trans. Semicond. Manuf., vol. 26, no. 4, pp. 578-591, Dec. 2013
    • (2013) IEEE Trans. Semicond. Manuf , vol.26 , Issue.4 , pp. 578-591
    • Zhu, Q.H.1    Wu, N.Q.2    Qiao, Y.3    Zhou, M.C.4
  • 55
    • 85027922529 scopus 로고    scopus 로고
    • Vehicle scheduling of an urban bus line via an improved multiobjective genetic algorithm ?T
    • Apr
    • X. Zuo, C. Chen, W. Tan, and M. C. Zhou, "Vehicle scheduling of an urban bus line via an improved multiobjective genetic algorithm, ?T IEEE Trans. Intell. Transp. Syst., vol. 16, no. 2, pp. 1030-1041, Apr. 2015
    • (2015) IEEE Trans. Intell. Transp. Syst , vol.16 , Issue.2 , pp. 1030-1041
    • Zuo, X.1    Chen, C.2    Tan, W.3    Zhou, M.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.