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Volumn 90, Issue 2, 2014, Pages 182-204

QMAEA: A quantum multi-agent evolutionary algorithm for multi-objective combinatorial optimization

Author keywords

evolutionary algorithms; multi objective combinatorial optimization (MOCO); quantum agent (QAgent); Quantum bit; quantum multi agent evolutionary algorithm (QMAEA); service composition optimal selection (SCOS); service oriented distributed simulation system (SoDSS)

Indexed keywords

DISTRIBUTED SIMULATION SYSTEMS; MULTIOBJECTIVE COMBINATORIAL OPTIMIZATION; QUANTUM AGENT (QAGENT); QUANTUM BITS; QUANTUM MULTI-AGENT EVOLUTIONARY ALGORITHM (QMAEA); SERVICE COMPOSITIONS;

EID: 84893623143     PISSN: 00375497     EISSN: 17413133     Source Type: Journal    
DOI: 10.1177/0037549713485894     Document Type: Article
Times cited : (14)

References (101)
  • 1
    • 79960815861 scopus 로고    scopus 로고
    • Core manufacturing simulation data - A manufacturing simulation integration standard: Overview and case studies
    • Lee YTT, Riddick FH, Johansson BJI. Core manufacturing simulation data - a manufacturing simulation integration standard: overview and case studies. Inter Comp Integ Manufact. 2011 ; 24: 689-709
    • (2011) Inter Comp Integ Manufact , vol.24 , pp. 689-709
    • Ytt, L.1    Riddick, F.H.2    Johansson, B.J.I.3
  • 2
    • 45849127255 scopus 로고    scopus 로고
    • A generalized framework for simulation-based decision support for manufacturing
    • AlDurgham MM, Barghash MA. A generalized framework for simulation-based decision support for manufacturing. Prod Plan Control. 2008 ; 19: 518-534
    • (2008) Prod Plan Control , vol.19 , pp. 518-534
    • Aldurgham, M.M.1    Barghash, M.A.2
  • 3
    • 18844393385 scopus 로고    scopus 로고
    • Key issues and developments in modeling and simulation-based methodologies for manufacturing systems analysis, design and performance evaluation
    • Wang Q, Chatwin CR. Key issues and developments in modeling and simulation-based methodologies for manufacturing systems analysis, design and performance evaluation. Inter Adv Manufact Tech. 2005 ; 25: 1254-1265
    • (2005) Inter Adv Manufact Tech , vol.25 , pp. 1254-1265
    • Wang, Q.1    Chatwin, C.R.2
  • 4
    • 63849130373 scopus 로고    scopus 로고
    • The use of modern tools in simulation of electromechanical systems
    • Macek-Kaminska K, Kaminski M. The use of modern tools in simulation of electromechanical systems. PRZEGLAD ELEKTROTECHNICZNY. 2009 ; 85: 92-95
    • (2009) PRZEGLAD ELEKTROTECHNICZNY , vol.85 , pp. 92-95
    • MacEk-Kaminska, K.1    Kaminski, M.2
  • 5
    • 34547996836 scopus 로고    scopus 로고
    • Frequency sensitivity and electromechanical propagation simulation study in large power systems
    • Tsai S J, Zhang L, Phadke AG, et al. Frequency sensitivity and electromechanical propagation simulation study in large power systems. IEEE Trans Circuits Systems I-regular Papers. 2007 ; 54: 1819-1828
    • (2007) IEEE Trans Circuits Systems I-regular Papers , vol.54 , pp. 1819-1828
    • Tsai, S.J.1    Zhang, L.2    Phadke, A.G.3
  • 6
    • 61849183101 scopus 로고    scopus 로고
    • A multi-modal discrete-event simulation model for military development
    • Yidirim UZ, Tansel BC, Sabuncuoglu I. A multi-modal discrete-event simulation model for military development. Sim Mod Prac Theory. 2009 ; 17: 597-611
    • (2009) Sim Mod Prac Theory , vol.17 , pp. 597-611
    • Yidirim, U.Z.1    Tansel, B.C.2    Sabuncuoglu, I.3
  • 7
    • 1642356551 scopus 로고    scopus 로고
    • Modes of simulation practice: Approaches to business and military simulation
    • Robinson S. Modes of simulation practice: approaches to business and military simulation. Sim Mod Prac Theory. 2002 ; 10: 513-523
    • (2002) Sim Mod Prac Theory , vol.10 , pp. 513-523
    • Robinson, S.1
  • 8
    • 77955853359 scopus 로고    scopus 로고
    • Game-theoretic validation and analysis of air combat simulation models
    • Poropudas J, Virtanen K. Game-theoretic validation and analysis of air combat simulation models. IEEE Trans Systems Man Cybernet: Part A. 2010 ; 40: 1057-1070
    • (2010) IEEE Trans Systems Man Cybernet: Part A , vol.40 , pp. 1057-1070
    • Poropudas, J.1    Virtanen, K.2
  • 9
    • 77954619870 scopus 로고    scopus 로고
    • Simulation model of a military HEV with a highly redundant architecture
    • Boulon L, Hissel D, Bouscayrol A, et al. Simulation model of a military HEV with a highly redundant architecture. IEEE Trans Vehicular Tech. 2010 ; 59: 2654-2663
    • (2010) IEEE Trans Vehicular Tech , vol.59 , pp. 2654-2663
    • Boulon, L.1    Hissel, D.2    Bouscayrol, A.3
  • 10
    • 79551563694 scopus 로고    scopus 로고
    • Towards a theory of conceptual modeling
    • Thalheim B. Towards a theory of conceptual modeling. Univ Comp Sci. 2010 ; 16: 3102-3137
    • (2010) Univ Comp Sci , vol.16 , pp. 3102-3137
    • Thalheim, B.1
  • 11
    • 12244250790 scopus 로고    scopus 로고
    • Modeling uncertain activity duration by fuzzy number and discrete-event simulation
    • Zhang H, Tam CM, Li H. Modeling uncertain activity duration by fuzzy number and discrete-event simulation. Euro Op Res. 2005 ; 164: 715-729
    • (2005) Euro Op Res , vol.164 , pp. 715-729
    • Zhang, H.1    Tam, C.M.2    Li, H.3
  • 12
    • 0036577159 scopus 로고    scopus 로고
    • A real-time traffic simulation using a communication latency hiding parallelization
    • Chronopoulos AT, Johnston CM. A real-time traffic simulation using a communication latency hiding parallelization. IEEE Trans Vehicular Tech. 2002 ; 51: 498-510
    • (2002) IEEE Trans Vehicular Tech , vol.51 , pp. 498-510
    • Chronopoulos, A.T.1    Johnston, C.M.2
  • 13
    • 84856596354 scopus 로고    scopus 로고
    • Dynamic balancing of communication and computation load for HLA-based simulations on large-scale distributed systems
    • De Grande RE, Boukerche A. Dynamic balancing of communication and computation load for HLA-based simulations on large-scale distributed systems. Parallel Distributed Comp. 2011 ; 71: 40-52
    • (2011) Parallel Distributed Comp , vol.71 , pp. 40-52
    • De Grande, R.E.1    Boukerche, A.2
  • 14
    • 33845540491 scopus 로고    scopus 로고
    • Some focusing points in development of modern modeling and simulation technology
    • Li BH, Chai XD, Zhu WH, et al. Some focusing points in development of modern modeling and simulation technology. System Sim. 2004 ; 16: 1871-1878
    • (2004) System Sim , vol.16 , pp. 1871-1878
    • Li, B.H.1    Chai, X.D.2    Zhu, W.H.3
  • 17
    • 79951692649 scopus 로고    scopus 로고
    • Service-oriented simulation framework: An overview and unifying methodology
    • Wang WG, Wang WP, Zhu YF, et al. Service-oriented simulation framework: an overview and unifying methodology. Sim Trans Soc Mod Sim Inter. 2011 ; 87: 221-252
    • (2011) Sim Trans Soc Mod Sim Inter , vol.87 , pp. 221-252
    • Wang, W.G.1    Wang, W.P.2    Zhu, Y.F.3
  • 18
    • 33745262527 scopus 로고    scopus 로고
    • A service-oriented modeling and simulation framework for rapid development of distributed applications
    • Tsai WT, Fan C, Chen YN, et al. A service-oriented modeling and simulation framework for rapid development of distributed applications. Sim Mod Prac Theory. 2006 ; 14: 725-739
    • (2006) Sim Mod Prac Theory , vol.14 , pp. 725-739
    • Tsai, W.T.1    Fan, C.2    Chen, Y.N.3
  • 19
    • 84863128280 scopus 로고    scopus 로고
    • Service-oriented, cross-platform and high-level machining simulation
    • Zhang Y, Xu X, Liu YX, et al. Service-oriented, cross-platform and high-level machining simulation. Inter Comp Integrated Manufact. 2012 ; 25: 280-295
    • (2012) Inter Comp Integrated Manufact , vol.25 , pp. 280-295
    • Zhang, Y.1    Xu, X.2    Liu, Y.X.3
  • 20
    • 72149089262 scopus 로고    scopus 로고
    • Network-centric military system architecture assessment methodology
    • Balci O, Ormsby WF. Network-centric military system architecture assessment methodology. Inter System Systems Engr. 2008 ; 1: 271-292
    • (2008) Inter System Systems Engr , vol.1 , pp. 271-292
    • Balci, O.1    Ormsby, W.F.2
  • 21
    • 77955559150 scopus 로고    scopus 로고
    • Design verification and validation in product lifecycle
    • Maropoulos PG, Ceglarek D. Design verification and validation in product lifecycle. CIRP Annals Manufact Tech. 2010 ; 59: 740-759
    • (2010) CIRP Annals Manufact Tech , vol.59 , pp. 740-759
    • Maropoulos, P.G.1    Ceglarek, D.2
  • 22
    • 80054070096 scopus 로고    scopus 로고
    • Mesuring communication delay for dynamic balancing strategies of distributed virtual simulations
    • De Grande RE, Boukerche A, Ramadan HMS. Mesuring communication delay for dynamic balancing strategies of distributed virtual simulations. IEEE Trans Instrument Measure. 2011 ; 50: 3559-3569
    • (2011) IEEE Trans Instrument Measure , vol.50 , pp. 3559-3569
    • De Grande, R.E.1    Boukerche, A.2    Ramadan, H.M.S.3
  • 23
    • 33745287144 scopus 로고    scopus 로고
    • Agent framework services to reduce agent communication overhead in large-scale agent-based simulations
    • Jang MW, Agha G. Agent framework services to reduce agent communication overhead in large-scale agent-based simulations. Sim Mod Prac Theory. 2006 ; 14: 679-694
    • (2006) Sim Mod Prac Theory , vol.14 , pp. 679-694
    • Jang, M.W.1    Agha, G.2
  • 24
    • 77956150662 scopus 로고    scopus 로고
    • A scheduling model for temporally constrained grid workflow for distributed simulation system on grid
    • Yang Q, Wang HW, Hu W, et al. A scheduling model for temporally constrained grid workflow for distributed simulation system on grid. KYBERNETES. 2010 ; 39: 1344-1350
    • (2010) KYBERNETES , vol.39 , pp. 1344-1350
    • Yang, Q.1    Wang, H.W.2    Hu, W.3
  • 25
    • 79751536454 scopus 로고    scopus 로고
    • Agent scheduling model for adaptive dynamic load balancing in agent-based distributed simulations
    • Long QQ, Lin J, Sun ZX. Agent scheduling model for adaptive dynamic load balancing in agent-based distributed simulations. Sim Mod Prac Theory. 2011 ; 19: 1021-1034
    • (2011) Sim Mod Prac Theory , vol.19 , pp. 1021-1034
    • Long, Q.Q.1    Lin, J.2    Sun, Z.X.3
  • 26
    • 82955241471 scopus 로고    scopus 로고
    • Modeling and simulation of distributed computing workflows in heterogeneous network environments
    • Wu QS, Gu Y. Modeling and simulation of distributed computing workflows in heterogeneous network environments. Sim Trans Soc Mod Sim Inter. 2011 ; 87: 1049-1065
    • (2011) Sim Trans Soc Mod Sim Inter , vol.87 , pp. 1049-1065
    • Wu, Q.S.1    Gu, Y.2
  • 27
    • 77953870864 scopus 로고    scopus 로고
    • Applying simulation optimization to the asset allocation of a property-casualty insurer
    • Yu TY, Tsai CH, Huang HT. Applying simulation optimization to the asset allocation of a property-casualty insurer. Euro Op Res. 2010 ; 207: 499-507
    • (2010) Euro Op Res , vol.207 , pp. 499-507
    • Yu, T.Y.1    Tsai, C.H.2    Huang, H.T.3
  • 28
    • 67650599149 scopus 로고    scopus 로고
    • Web services-based parallel replicated discrete event simulation for large-scale simulation optimization
    • Tsai WT, Fan C, Chen Y, et al. Web services-based parallel replicated discrete event simulation for large-scale simulation optimization. Simulation. 2009 ; 85: 461-475
    • (2009) Simulation , vol.85 , pp. 461-475
    • Tsai, W.T.1    Fan, C.2    Chen, Y.3
  • 29
    • 82955241471 scopus 로고    scopus 로고
    • Modeling and simulation of distributed computing workflows in heterogeneous network environments
    • Wu QS, Gu Y. Modeling and simulation of distributed computing workflows in heterogeneous network environments. Sim Trans Soc Mod Sim Inter. 2011 ; 87: 1049-1065
    • (2011) Sim Trans Soc Mod Sim Inter , vol.87 , pp. 1049-1065
    • Wu, Q.S.1    Gu, Y.2
  • 30
    • 79751536454 scopus 로고    scopus 로고
    • Agent scheduling model for adaptive dynamic load balancing in agent-based distributed simulation
    • Long QQ, Lin J, Sun ZX. Agent scheduling model for adaptive dynamic load balancing in agent-based distributed simulation. Sim Mod Prac Theory. 2011 ; 19: 1021-1034
    • (2011) Sim Mod Prac Theory , vol.19 , pp. 1021-1034
    • Long, Q.Q.1    Lin, J.2    Sun, Z.X.3
  • 31
    • 33749073606 scopus 로고    scopus 로고
    • Dynamically adaptive partition-based interest management in distributed simulation
    • Kumova BI. Dynamically adaptive partition-based interest management in distributed simulation. Sim Mod Prac Theory. 2006 ; 14: 1022-1042
    • (2006) Sim Mod Prac Theory , vol.14 , pp. 1022-1042
    • Kumova, B.I.1
  • 32
    • 84855646869 scopus 로고    scopus 로고
    • Rapid synthesis of high-level architecture-based heterogeneous simulation: A model-based integration approach
    • Hemingway G, Neema H, Nine H, et al. Rapid synthesis of high-level architecture-based heterogeneous simulation: a model-based integration approach. Simulation. 2012 ; 88: 217-232
    • (2012) Simulation , vol.88 , pp. 217-232
    • Hemingway, G.1    Neema, H.2    Nine, H.3
  • 33
    • 0242611932 scopus 로고    scopus 로고
    • Parallel job scheduling in homogeneous distributed systems
    • Karatza HD, Hilzer RC. Parallel job scheduling in homogeneous distributed systems. Sim Trans Soc Mod Sim Inter. 2003 ; 79: 287-298
    • (2003) Sim Trans Soc Mod Sim Inter , vol.79 , pp. 287-298
    • Karatza, H.D.1    Hilzer, R.C.2
  • 34
    • 35048819723 scopus 로고    scopus 로고
    • Aegis: A simulation grid oriented to large-scale distributed simulation
    • Wu W, Zhou Z, Wang SF, et al. Aegis: a simulation grid oriented to large-scale distributed simulation. Grid Coop Comp. 2004 ; 3251: 413-422
    • (2004) Grid Coop Comp , vol.3251 , pp. 413-422
    • Wu, W.1    Zhou, Z.2    Wang, S.F.3
  • 37
    • 69549104815 scopus 로고    scopus 로고
    • Training and recruitment in logistics node design by using web based simulation
    • Bruzzone AG, Bocca E, Longo F, et al. Training and recruitment in logistics node design by using web based simulation. Inter Internet Manufact Serv. 2007 ; 1: 32-50
    • (2007) Inter Internet Manufact Serv , vol.1 , pp. 32-50
    • Bruzzone, A.G.1    Bocca, E.2    Longo, F.3
  • 38
    • 69549104815 scopus 로고    scopus 로고
    • Logistics node design and control over the whole life cycle based on web based simulation
    • Bruzzone AG, Bocca E, Longo F, et al. Logistics node design and control over the whole life cycle based on web based simulation. Inter Internet Manufact Serv. 2007 ; 1: 32-50
    • (2007) Inter Internet Manufact Serv , vol.1 , pp. 32-50
    • Bruzzone, A.G.1    Bocca, E.2    Longo, F.3
  • 39
    • 17444380863 scopus 로고    scopus 로고
    • Virtual integration with a multi-criteria partner selection model for the multi-echelon manufacturing system
    • Sha DY, Che ZH. Virtual integration with a multi-criteria partner selection model for the multi-echelon manufacturing system. Inter Adv Manufact Tech. 2005 ; 25: 793-802
    • (2005) Inter Adv Manufact Tech , vol.25 , pp. 793-802
    • Sha, D.Y.1    Che, Z.H.2
  • 40
    • 60849118365 scopus 로고    scopus 로고
    • Group multi-attribute decision model to partner selection in the formation of virtual enterprise under incomplete information
    • Ye F, Li YN. Group multi-attribute decision model to partner selection in the formation of virtual enterprise under incomplete information. Expert Systems Appl. 2009 ; 36: 9350-9357
    • (2009) Expert Systems Appl , vol.36 , pp. 9350-9357
    • Ye, F.1    Li, Y.N.2
  • 41
    • 79955619450 scopus 로고    scopus 로고
    • Partner selection in a virtual enterprise under uncertain information about candidates
    • Huang B, Gao CH, Chen L. Partner selection in a virtual enterprise under uncertain information about candidates. Expert Systems Appl. 2011 ; 38: 11305-11310
    • (2011) Expert Systems Appl , vol.38 , pp. 11305-11310
    • Huang, B.1    Gao, C.H.2    Chen, L.3
  • 42
    • 67651233378 scopus 로고    scopus 로고
    • An analytic network process-mixed integer multi-objective programming model for partner selection in agile supply chains
    • Wu C, Barnes D, Rosenberg D, et al. An analytic network process-mixed integer multi-objective programming model for partner selection in agile supply chains. Prod Planning Control. 2009 ; 20: 254-275
    • (2009) Prod Planning Control , vol.20 , pp. 254-275
    • Wu, C.1    Barnes, D.2    Rosenberg, D.3
  • 43
    • 77950624768 scopus 로고    scopus 로고
    • Formulating partner selection criteria for agile supply chains: A Dempster-Shafer belief acceptability optimization approach
    • Wu C, Barnes D. Formulating partner selection criteria for agile supply chains: a Dempster-Shafer belief acceptability optimization approach. Inter Prod Econ. 2010 ; 125: 284-293
    • (2010) Inter Prod Econ , vol.125 , pp. 284-293
    • Wu, C.1    Barnes, D.2
  • 44
    • 77949498648 scopus 로고    scopus 로고
    • Multi-objective optimization model for partner selection in a market-oriented dynamic collaborative cloud service platform
    • Hassan MM, Song B, Han SM, et al. Multi-objective optimization model for partner selection in a market-oriented dynamic collaborative cloud service platform. International conference on tools with artificial intelligence. 2009 ;: 637-644
    • (2009) International Conference on Tools with Artificial Intelligence , pp. 637-644
    • Hassan, M.M.1    Song, B.2    Han, S.M.3
  • 45
    • 74549165434 scopus 로고    scopus 로고
    • Partner selection in virtual enterprises
    • Crispim JA, De Sousa JP. Partner selection in virtual enterprises. Inter Prod Res. 2010 ; 48: 683-707
    • (2010) Inter Prod Res , vol.48 , pp. 683-707
    • Crispim, J.A.1    De Sousa, J.P.2
  • 46
    • 34250314489 scopus 로고    scopus 로고
    • A pipeline virtual service pre-scheduling pattern and its application in astronomy data processing
    • Wang M, Du Z H, Cheng Z L, et al. A pipeline virtual service pre-scheduling pattern and its application in astronomy data processing. Sim Trans Soc Mod Sim Inter. 2007 ; 83: 123-132
    • (2007) Sim Trans Soc Mod Sim Inter , vol.83 , pp. 123-132
    • Wang, M.1    Du, Z.H.2    Cheng, Z.L.3
  • 47
    • 82955187920 scopus 로고    scopus 로고
    • Gang scheduling in a two-cluster system implementing migrations and periodic feedback
    • Papazachos ZC, Karatza HD. Gang scheduling in a two-cluster system implementing migrations and periodic feedback. Sim Trans Soc Mod Sim Inter. 2011 ; 87: 1021-1031
    • (2011) Sim Trans Soc Mod Sim Inter , vol.87 , pp. 1021-1031
    • Papazachos, Z.C.1    Karatza, H.D.2
  • 48
    • 77956772439 scopus 로고    scopus 로고
    • A GPU-based application framework supporting fast discrete-event simulation
    • Park H, Fishwick PA. A GPU-based application framework supporting fast discrete-event simulation. Sim Trans Soc Mod Sim Inter. 2010 ; 86: 613-628
    • (2010) Sim Trans Soc Mod Sim Inter , vol.86 , pp. 613-628
    • Park, H.1    Fishwick, P.A.2
  • 49
    • 77956150662 scopus 로고    scopus 로고
    • A scheduling model for temporally constrained grid workflow for distributed simulation system on grid
    • Yang Q, Wang HW, Hu W, et al. A scheduling model for temporally constrained grid workflow for distributed simulation system on grid. KYBERNETES. 2010 ; 39: 1344-1350
    • (2010) KYBERNETES , vol.39 , pp. 1344-1350
    • Yang, Q.1    Wang, H.W.2    Hu, W.3
  • 50
    • 77955307725 scopus 로고    scopus 로고
    • Research of dynamic scheduling method for the air-to-ground warfare simulation system based on grid
    • Fu YF, Kang FJ, Qi JH, et al. Research of dynamic scheduling method for the air-to-ground warfare simulation system based on grid. Sim Mod Prac Theory. 2010 ; 18: 1116-1129
    • (2010) Sim Mod Prac Theory , vol.18 , pp. 1116-1129
    • Fu, Y.F.1    Kang, F.J.2    Qi, J.H.3
  • 51
    • 79958863507 scopus 로고    scopus 로고
    • Investigating the robustness of re-scheduling policies with multi-agent system simulation
    • Merdan M, Moser T, Vrba P, et al. Investigating the robustness of re-scheduling policies with multi-agent system simulation. Inter Adv Manufact Tech. 2011 ; 55: 355-367
    • (2011) Inter Adv Manufact Tech , vol.55 , pp. 355-367
    • Merdan, M.1    Moser, T.2    Vrba, P.3
  • 52
    • 84855670591 scopus 로고    scopus 로고
    • Evaluation of gang scheduling performance and cost in a cloud computing system
    • Moschakis IA, Karatza HD. Evaluation of gang scheduling performance and cost in a cloud computing system. Supercomp. 2012 ; 59: 975-992
    • (2012) Supercomp , vol.59 , pp. 975-992
    • Moschakis, I.A.1    Karatza, H.D.2
  • 54
    • 81355149797 scopus 로고    scopus 로고
    • A stochastic approach to estimating earliest start times of nodes for scheduling DAGs on heterogeneous distributed computing systems
    • Kamthe A, Lee SY. A stochastic approach to estimating earliest start times of nodes for scheduling DAGs on heterogeneous distributed computing systems. Cluster Comp Networks Software Tools Appl. 2011 ; 14: 377-395
    • (2011) Cluster Comp Networks Software Tools Appl , vol.14 , pp. 377-395
    • Kamthe, A.1    Lee, S.Y.2
  • 55
    • 79959721649 scopus 로고    scopus 로고
    • Energy conscious scheduling for distributed computing systems under different operating conditions
    • Lee YC, Zomaya AY. Energy conscious scheduling for distributed computing systems under different operating conditions. IEEE Trans Parallel Distributed Systems. 2011 ; 22: 1374-1381
    • (2011) IEEE Trans Parallel Distributed Systems , vol.22 , pp. 1374-1381
    • Lee, Y.C.1    Zomaya, A.Y.2
  • 56
    • 79958031324 scopus 로고    scopus 로고
    • A novel security-driven scheduling algorithm for precedence-constrained tasks in heterogeneous distributed systems
    • Tang XY, Li KL, Zeng Z, et al. A novel security-driven scheduling algorithm for precedence-constrained tasks in heterogeneous distributed systems. IEEE Transactions Comp. 2011 ; 60: 1017-1029
    • (2011) IEEE Transactions Comp , vol.60 , pp. 1017-1029
    • Tang, X.Y.1    Li, K.L.2    Zeng, Z.3
  • 60
    • 77954386737 scopus 로고    scopus 로고
    • Data-driven service composition in enterprise SOA solutions: A petri net approach
    • Tan W, Fan YS, Zhou M, et al. Data-driven service composition in enterprise SOA solutions: a petri net approach. IEEE Trans Automat Sci Engr. 2010 ; 7: 686-694
    • (2010) IEEE Trans Automat Sci Engr , vol.7 , pp. 686-694
    • Tan, W.1    Fan, Y.S.2    Zhou, M.3
  • 61
    • 81455142703 scopus 로고    scopus 로고
    • Building quick service query list using worldnet and multiple heterogeneous ontologies toward more realistic service composition
    • Ren KJ, Xiao N, Chen JJ. Building quick service query list using worldnet and multiple heterogeneous ontologies toward more realistic service composition. IEEE Trans Services Comp. 2011 ; 4: 216-229
    • (2011) IEEE Trans Services Comp , vol.4 , pp. 216-229
    • Ren, K.J.1    Xiao, N.2    Chen, J.J.3
  • 62
    • 78650269283 scopus 로고    scopus 로고
    • Web service composition based on QoS rules
    • Zhang MW, Zhang B, Liu Y, et al. Web service composition based on QoS rules. Comp Sci Tech. 2010 ; 25: 1143-1156
    • (2010) Comp Sci Tech , vol.25 , pp. 1143-1156
    • Zhang, M.W.1    Zhang, B.2    Liu, Y.3
  • 63
    • 77957572578 scopus 로고    scopus 로고
    • Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system
    • Tao F, Zhao D, Zhang L. Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system. Knowledge Info Systems. 2010 ; 25: 185-208
    • (2010) Knowledge Info Systems , vol.25 , pp. 185-208
    • Tao, F.1    Zhao, D.2    Zhang, L.3
  • 64
    • 63049125830 scopus 로고    scopus 로고
    • Study on manufacturing grid resource service QoS modeling and evaluation
    • Tao F, Hu YF, Zhao D, et al. Study on manufacturing grid resource service QoS modeling and evaluation. Inter Adv Manufact Tech. 2009 ; 41: 1034-1042
    • (2009) Inter Adv Manufact Tech , vol.41 , pp. 1034-1042
    • Tao, F.1    Hu, Y.F.2    Zhao, D.3
  • 65
    • 60749112088 scopus 로고    scopus 로고
    • An approach to manufacturing grid resource service scheduling based on Trust-QoS
    • Tao F, Hu YF, Zhao D, et al. An approach to manufacturing grid resource service scheduling based on Trust-QoS. Inter Comp Integrated Manufact. 2009 ; 22: 100-111
    • (2009) Inter Comp Integrated Manufact , vol.22 , pp. 100-111
    • Tao, F.1    Hu, Y.F.2    Zhao, D.3
  • 66
    • 57049188901 scopus 로고    scopus 로고
    • Application and modeling of resource service trust-QoS evaluation in manufacturing grid system
    • Tao F, Hu YF, Zhou ZD. Application and modeling of resource service trust-QoS evaluation in manufacturing grid system. Inter Prod Res. 2009 ; 47: 1521-1550
    • (2009) Inter Prod Res , vol.47 , pp. 1521-1550
    • Tao, F.1    Hu, Y.F.2    Zhou, Z.D.3
  • 67
    • 70249097062 scopus 로고    scopus 로고
    • Correlation-aware resource service composition and optimal-selection in manufacturing grid
    • Tao F, Zhao D, Hu Y F, et al. Correlation-aware resource service composition and optimal-selection in manufacturing grid. Euro Op Res. 2010 ; 201: 129-143
    • (2010) Euro Op Res , vol.201 , pp. 129-143
    • Tao, F.1    Zhao, D.2    Hu, Y.F.3
  • 68
    • 0033293924 scopus 로고    scopus 로고
    • Genetic algorithms and simulation for supporting layout re-engineering of automotive component production facilities
    • Bruzzone AG, Giribone P, Vio F. Genetic algorithms and simulation for supporting layout re-engineering of automotive component production facilities. Inter Flex Automat Intell Manufact. 1999 ; 7: 379-391
    • (1999) Inter Flex Automat Intell Manufact , vol.7 , pp. 379-391
    • Bruzzone, A.G.1    Giribone, P.2    Vio, F.3
  • 69
    • 0002840481 scopus 로고    scopus 로고
    • Simulation and genetic algorithms for ship planning and shipyard layout
    • Bruzzone AG, Signorile R. Simulation and genetic algorithms for ship planning and shipyard layout. Simulation. 1998 ; 71 (2). 74-83
    • (1998) Simulation , vol.71 , Issue.2 , pp. 74-83
    • Bruzzone, A.G.1    Signorile, R.2
  • 70
    • 33847688473 scopus 로고    scopus 로고
    • Task allocation for maximizing reliability of distributed system using hybrid particle swarm optimization
    • Yin PY, Yu SS, Wang PP, et al. Task allocation for maximizing reliability of distributed system using hybrid particle swarm optimization. Systems Software. 2007 ; 80: 724-735
    • (2007) Systems Software , vol.80 , pp. 724-735
    • Yin, P.Y.1    Yu, S.S.2    Wang, P.P.3
  • 71
    • 36749094527 scopus 로고    scopus 로고
    • A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems
    • Jarboui B, Damak N, Siarry P, et al. A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems. Appl Math Comp. 2008 ; 195: 299-308
    • (2008) Appl Math Comp , vol.195 , pp. 299-308
    • Jarboui, B.1    Damak, N.2    Siarry, P.3
  • 72
    • 41449114635 scopus 로고    scopus 로고
    • A Pareto archive particle swarm optimization for multi-objective job shop scheduling
    • Lei D. A Pareto archive particle swarm optimization for multi-objective job shop scheduling. Comp Indus Engr. 2008 ; 54: 960-971
    • (2008) Comp Indus Engr , vol.54 , pp. 960-971
    • Lei, D.1
  • 73
    • 41449099548 scopus 로고    scopus 로고
    • A particle swarm optimization algorithm for the multiple-level warehouse layout design problem
    • Onut S, Tuzkaya UR, Dogac B. A particle swarm optimization algorithm for the multiple-level warehouse layout design problem. Comp Indus Engr. 2008 ; 54: 783-799
    • (2008) Comp Indus Engr , vol.54 , pp. 783-799
    • Onut, S.1    Tuzkaya, U.R.2    Dogac, B.3
  • 74
    • 41749117532 scopus 로고    scopus 로고
    • On solving multiobjective bin packing problems using evolutionary particle swarm optimization
    • Liu DS, Tan KC, Huang SY, et al. On solving multiobjective bin packing problems using evolutionary particle swarm optimization. Euro Op Res. 2008 ; 190: 357-382
    • (2008) Euro Op Res , vol.190 , pp. 357-382
    • Liu, D.S.1    Tan, K.C.2    Huang, S.Y.3
  • 75
    • 34250729195 scopus 로고    scopus 로고
    • Particle swarm optimization approach for multi-objective composite box-beam design
    • Suresh S, Sujit PB, Rao AK. Particle swarm optimization approach for multi-objective composite box-beam design. Composite Structures. 2007 ; 81: 598-605
    • (2007) Composite Structures , vol.81 , pp. 598-605
    • Suresh, S.1    Sujit, P.B.2    Rao, A.K.3
  • 76
    • 33749042087 scopus 로고    scopus 로고
    • A genetic algorithm approach for multi-objective optimization of supply chain networks
    • Altiparmak F, Gen M, Lin L, et al. A genetic algorithm approach for multi-objective optimization of supply chain networks. Comp Indus Engr. 2006 ; 51: 196-215
    • (2006) Comp Indus Engr , vol.51 , pp. 196-215
    • Altiparmak, F.1    Gen, M.2    Lin, L.3
  • 77
    • 43949119467 scopus 로고    scopus 로고
    • A new multi-objective genetic algorithm applied to hot-rolling process
    • Chakraborti N, Siva Kumar B, Satish Babu V, et al. A new multi-objective genetic algorithm applied to hot-rolling process. Appl Math Mod. 2008 ; 32: 1781-1789
    • (2008) Appl Math Mod , vol.32 , pp. 1781-1789
    • Chakraborti, N.1    Siva Kumar, B.2    Satish Babu, V.3
  • 78
    • 56349123312 scopus 로고    scopus 로고
    • MOGAMOD: Multi-objective genetic algorithm for motif discovery
    • Kaya M. MOGAMOD: multi-objective genetic algorithm for motif discovery. Expert Systems Appl. 2009 ; 36: 1039-1047
    • (2009) Expert Systems Appl , vol.36 , pp. 1039-1047
    • Kaya, M.1
  • 79
    • 57649221780 scopus 로고    scopus 로고
    • Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks
    • Behzadian K, Kapelan Z, Savic D, et al. Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks. Environ Mod Software. 2009 ; 24: 530-541
    • (2009) Environ Mod Software , vol.24 , pp. 530-541
    • Behzadian, K.1    Kapelan, Z.2    Savic, D.3
  • 80
    • 0035917468 scopus 로고    scopus 로고
    • Self-adaptive evolutionary programming and its application to multi-objective optimal operation of power systems
    • Shi L, Xu G. Self-adaptive evolutionary programming and its application to multi-objective optimal operation of power systems. Electric Power Systems Res. 57: 181-187
    • Electric Power Systems Res , vol.57 , pp. 181-187
    • Shi, L.1    Xu, G.2
  • 81
    • 33751203266 scopus 로고    scopus 로고
    • Evolutionary programming for neutron instrument optimization
    • Bentley P M, Pappas C, Habicht K, et al. Evolutionary programming for neutron instrument optimization. Phys B Condensed Matter. 2006 ; 385: 1349-1351
    • (2006) Phys B Condensed Matter , vol.385 , pp. 1349-1351
    • Bentley, P.M.1    Pappas, C.2    Habicht, K.3
  • 82
    • 10444248064 scopus 로고    scopus 로고
    • Forest structure optimization using evolutionary programming and landscape ecology metrics
    • Venema HD, Calamai PH, Fieguth P. Forest structure optimization using evolutionary programming and landscape ecology metrics. Euro Op Res. 2005 ; 164: 423-439
    • (2005) Euro Op Res , vol.164 , pp. 423-439
    • Venema, H.D.1    Calamai, P.H.2    Fieguth, P.3
  • 83
    • 20144363108 scopus 로고    scopus 로고
    • A hybrid evolutionary programming method for circuit optimization
    • Damavandi N, Safayi-Naeini S. A hybrid evolutionary programming method for circuit optimization. IEEE Trans Circuits Systems. 2005 ; 52: 902-910
    • (2005) IEEE Trans Circuits Systems , vol.52 , pp. 902-910
    • Damavandi, N.1    Safayi-Naeini, S.2
  • 84
    • 0035415427 scopus 로고    scopus 로고
    • Parameter optimization of an on-chip voltage reference circuit using evolutionary programming
    • Nam D, Seo YD, Park LJ, et al. Parameter optimization of an on-chip voltage reference circuit using evolutionary programming. IEEE Transactions Evolutionary Comput. 2001 ; 5: 414-421
    • (2001) IEEE Transactions Evolutionary Comput , vol.5 , pp. 414-421
    • Nam, D.1    Seo, Y.D.2    Park, L.J.3
  • 85
    • 34147199213 scopus 로고    scopus 로고
    • Comment-efficient evolutionary strategy optimization procedure to solve the no convex economic dispatch problem with generator constraints
    • Selvakumar AI, Thanushkodi K. Comment-efficient evolutionary strategy optimization procedure to solve the no convex economic dispatch problem with generator constraints. IET Gen Transmission Distribution. 2007 ; 1: 364-365
    • (2007) IET Gen Transmission Distribution , vol.1 , pp. 364-365
    • Selvakumar, A.I.1    Thanushkodi, K.2
  • 86
    • 9644278107 scopus 로고    scopus 로고
    • Multi-objective pump scheduling optimization using evolutionary strategies
    • Baran B, Von Lucken C, Sotelo A. Multi-objective pump scheduling optimization using evolutionary strategies. Advances Engr Software. 2005 ; 26: 39-47
    • (2005) Advances Engr Software , vol.26 , pp. 39-47
    • Baran, B.1    Von Lucken, C.2    Sotelo, A.3
  • 87
    • 34249018250 scopus 로고    scopus 로고
    • A hybrid quantum-inspired genetic algorithm for multiobjective flow shop scheduling
    • Li B, Wang L. A hybrid quantum-inspired genetic algorithm for multiobjective flow shop scheduling. IEEE Trans System Man Cybernetics Part B Cybernetics. 2007 ; 37: 576-591
    • (2007) IEEE Trans System Man Cybernetics Part B Cybernetics , vol.37 , pp. 576-591
    • Li, B.1    Wang, L.2
  • 88
    • 61749097897 scopus 로고    scopus 로고
    • A self-organizing neural network using ideas from the immune system to solve the traveling salesman problem
    • Masutti TAS, De Castro LN. A self-organizing neural network using ideas from the immune system to solve the traveling salesman problem. Info Sci. 2009 ; 179: 1454-1468
    • (2009) Info Sci , vol.179 , pp. 1454-1468
    • Tas, M.1    De Castro, L.N.2
  • 89
    • 0344236266 scopus 로고    scopus 로고
    • Metaheuristics in combinatorial optimization: Overview and conceptual comparison
    • Blum C, Roli A. Metaheuristics in combinatorial optimization: overview and conceptual comparison. ACM Comp Surveys. 2003 ; 35: 268-308
    • (2003) ACM Comp Surveys , vol.35 , pp. 268-308
    • Blum, C.1    Roli, A.2
  • 91
    • 10444250377 scopus 로고    scopus 로고
    • Combinatorial optimization using multi-agent evolutionary algorithm
    • Zhong WC, Liu J, Liu F, et al. Combinatorial optimization using multi-agent evolutionary algorithm. Chinese Comp. 2004 ; 27: 1341-1353
    • (2004) Chinese Comp , vol.27 , pp. 1341-1353
    • Zhong, W.C.1    Liu, J.2    Liu, F.3
  • 92
    • 48549095203 scopus 로고    scopus 로고
    • An evolutionary algorithm based on cloud model
    • Zhang GW, He R, Liu Y, et al. An evolutionary algorithm based on cloud model. Chinese Comp. 2008 ; 31: 1082-1091
    • (2008) Chinese Comp , vol.31 , pp. 1082-1091
    • Zhang, G.W.1    He, R.2    Liu, Y.3
  • 93
    • 70349687460 scopus 로고    scopus 로고
    • Genetic quantum algorithm and its application to combinatorial optimization problem
    • Han KH, Kim JH. Genetic quantum algorithm and its application to combinatorial optimization problem. 2000 congress on evolutionary computation. 2000 ;: 16-19
    • (2000) 2000 Congress on Evolutionary Computation , pp. 16-19
    • Han, K.H.1    Kim, J.H.2
  • 94
    • 0036945847 scopus 로고    scopus 로고
    • Quantum-inspired evolutionary algorithm for a class of combinatorial optimization
    • Han KH, Kim JH. Quantum-inspired evolutionary algorithm for a class of combinatorial optimization. IEEE Trans Evolutionary Comput. 2002 ; 6: 580-593
    • (2002) IEEE Trans Evolutionary Comput , vol.6 , pp. 580-593
    • Han, K.H.1    Kim, J.H.2
  • 95
    • 2442617141 scopus 로고    scopus 로고
    • A quantum-inspired evolutionary algorithm with a new termination criterion, H gate, and two-phase scheme
    • Han KH, Kim JH. A quantum-inspired evolutionary algorithm with a new termination criterion, H gate, and two-phase scheme. IEEE Trans Evolutionary Comput. 2004 ; 8: 156-169
    • (2004) IEEE Trans Evolutionary Comput , vol.8 , pp. 156-169
    • Han, K.H.1    Kim, J.H.2
  • 97
    • 0032631602 scopus 로고    scopus 로고
    • Synthesizing a predatory search strategy for VLSI layouts
    • Linhares A. Synthesizing a predatory search strategy for VLSI layouts. IEEE Trans Evolutionary Comput. 1999 ; 3: 147-152
    • (1999) IEEE Trans Evolutionary Comput , vol.3 , pp. 147-152
    • Linhares, A.1
  • 98
    • 59049090820 scopus 로고    scopus 로고
    • Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system
    • Tao F, Zhao D, Hu Y, et al. Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system. IEEE Trans Indus Info. 2008 ; 4: 315-327
    • (2008) IEEE Trans Indus Info , vol.4 , pp. 315-327
    • Tao, F.1    Zhao, D.2    Hu, Y.3
  • 99
    • 84863116649 scopus 로고    scopus 로고
    • Study on manufacturing grid resource service optimal-selection and composition framework
    • Tao F, Zhang L, Lu K, et al. Study on manufacturing grid resource service optimal-selection and composition framework. Enterprise Info Systems. 2012 ; 6: 237-264
    • (2012) Enterprise Info Systems , vol.6 , pp. 237-264
    • Tao, F.1    Zhang, L.2    Lu, K.3
  • 100
    • 84878148632 scopus 로고    scopus 로고
    • FC-PACO-RM: A parallel method for service composition optimal-selection in cloud manufacturing system
    • Tao F, Laili YJ, Xu L, et al. FC-PACO-RM: A parallel method for service composition optimal-selection in cloud manufacturing system. IEEE Trans Indus Info. 2012 ;:
    • (2012) IEEE Trans Indus Info
    • Tao, F.1    Laili, Y.J.2    Xu, L.3


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