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Volumn 217, Issue 24, 2011, Pages 10175-10186

Generalized particle swarm optimization algorithm - Theoretical and empirical analysis with application in fault detection

Author keywords

Analysis of algorithms; Control theory; Fault detection; Global optimization; Particle swarm optimization

Indexed keywords

ANALYSIS OF ALGORITHMS; BENCH-MARK PROBLEMS; DIRECT CONTROL; ELECTRICAL MACHINE; EMPIRICAL ANALYSIS; LINEAR CONTROL THEORY; OPTIMIZATION PROCESS; OPTIMIZERS; PARAMETER-TUNING; PARTICLE DYNAMICS; PARTICLE SWARM; PARTICLE SWARM OPTIMIZATION ALGORITHM;

EID: 79959228573     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2011.05.013     Document Type: Article
Times cited : (45)

References (35)
  • 2
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C.D. Gellat, and M.P. Vecchi Optimization by simulated annealing Science 220 4598 1983 671 680
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gellat, C.D.2    Vecchi, M.P.3
  • 3
    • 27644543634 scopus 로고    scopus 로고
    • Ant colony optimization theory: A survey
    • DOI 10.1016/j.tcs.2005.05.020, PII S0304397505003798
    • M. Dorigo, and C. Blum Ant colony optimization theory: a survey Theoretical Computer Science 344 2005 243 278 (Pubitemid 41554100)
    • (2005) Theoretical Computer Science , vol.344 , Issue.2-3 , pp. 243-278
    • Dorigo, M.1    Blum, C.2
  • 5
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • A. Ratnaweera, K.H. Saman, and H.C. Watson Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients IEEE Transactions on Evolutionary Computation 8 3 2004 240 255
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.3 , pp. 240-255
    • Ratnaweera, A.1    Saman, K.H.2    Watson, H.C.3
  • 6
    • 18144412736 scopus 로고    scopus 로고
    • A study of global optimization using particle swarms
    • DOI 10.1007/s10898-003-6454-x
    • J.C. Schutte, and A.A. Groenwold A study of global optimization using particle swarms Journal of Global Optimization 31 2005 93 108 (Pubitemid 40608861)
    • (2005) Journal of Global Optimization , vol.31 , Issue.1 , pp. 93-108
    • Schutte, J.F.1    Groenwold, A.A.2
  • 9
    • 27544437862 scopus 로고    scopus 로고
    • An application of swarm optimization to nonlinear programming
    • DOI 10.1016/j.camwa.2005.02.006, PII S0898122105001872
    • Dong An application of swarm optimization to nonlinear programming Computers and Mathematics with Applications 49 2005 1655 1668 (Pubitemid 41542501)
    • (2005) Computers and Mathematics with Applications , vol.49 , Issue.11-12 , pp. 1655-1668
    • Dong, Y.1    Tang, J.2    Xu, B.3    Wang, D.4
  • 10
    • 33750428613 scopus 로고    scopus 로고
    • Mixed-variable engineering optimization based on evolutionary and social metaphors
    • DOI 10.1016/j.cma.2006.06.010, PII S0045782506002283
    • G.G. Dimopoulos Mixed-variable engineering optimization based on evolutionary and social metaphors Computer methods in applied mathematics and engineering 196 2007 803 817 (Pubitemid 44644871)
    • (2007) Computer Methods in Applied Mechanics and Engineering , vol.196 , Issue.4-6 , pp. 803-817
    • Dimopoulos, G.G.1
  • 11
    • 33750625354 scopus 로고    scopus 로고
    • An effective co-evolutionary particle swarm optimization for constrained engineering design problems
    • DOI 10.1016/j.engappai.2006.03.003, PII S0952197606000686
    • Q. He, and L. Wang An effective co-evolutionary particle swarm optimization for constrained engineering design problems Engineering Applications of Artificial Intelligence 20 2007 89 99 (Pubitemid 44692464)
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.1 , pp. 89-99
    • He, Q.1    Wang, L.2
  • 12
    • 44649131436 scopus 로고    scopus 로고
    • Application of particle swarm optimization for distribution feeder reconfiguration considering distributed generators
    • Y. Olamaei, T. Niknam, and G. Gharehpetian Application of particle swarm optimization for distribution feeder reconfiguration considering distributed generators Applied Mathematics and Computation 201 2008 575 586
    • (2008) Applied Mathematics and Computation , vol.201 , pp. 575-586
    • Olamaei, Y.1    Niknam, T.2    Gharehpetian, G.3
  • 14
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • DOI 10.1109/4235.985692, PII S1089778X02022099
    • M. Clerc, and J. Kennedy The particle swarm - explosion, stability and convergence in a multidimensional complex space IEEE Transactions on Evolutionary Computation 6 1 2002 58 73 (Pubitemid 34404564)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 15
    • 33846561118 scopus 로고    scopus 로고
    • Stochastic convergence analysis and parameter selection of the standard particle swarm optimization algorithm
    • DOI 10.1016/j.ipl.2006.10.005, PII S0020019006003103
    • M. Jiang, Y.P. Luo, and S.Y. Yang Stochastic convergence analysis and parameter selection of standard particle swarm optimization algorithm Information Processing Letters 102 2007 8 16 (Pubitemid 46186357)
    • (2007) Information Processing Letters , vol.102 , Issue.1 , pp. 8-16
    • Jiang, M.1    Luo, Y.P.2    Yang, S.Y.3
  • 16
    • 62749098227 scopus 로고    scopus 로고
    • Time-varying PSO - Convergence analysis, convergence related parameterization and new parameter adjustment schemes
    • M.R. Rapaić, and Ž. Kanović Time-varying PSO - convergence analysis, convergence related parameterization and new parameter adjustment schemes Information Processing Letters 109 2009 548 552
    • (2009) Information Processing Letters , vol.109 , pp. 548-552
    • Rapaić, M.R.1    Kanović, Ž.2
  • 18
    • 58049153232 scopus 로고    scopus 로고
    • Generalized PSO Algorithm - An application to Lorenz system identification by means of neural-networks
    • Belgrade, Serbia
    • M.R. Rapaić, Ž. Kanović, Z.D. Jeličić, D. Petrovački, Generalized PSO Algorithm - an application to Lorenz system identification by means of neural-networks, in: Proceedings of NEUREL-2008, 9th Symposium on Neural Network Applications in Electrical Engineering, Belgrade, Serbia (2008) pp. 31-35.
    • (2008) Proceedings of NEUREL-2008, 9th Symposium on Neural Network Applications in Electrical Engineering , pp. 31-35
    • Rapaić, M.R.1
  • 21
    • 34548475547 scopus 로고    scopus 로고
    • On the improved performances of the particle swarm optimization algorithms with adaptive parameters, cross-over operators and root mean square (RMS) variants for computing optimal control of a class of hybrid systems
    • DOI 10.1016/j.asoc.2007.01.010, PII S1568494607000208
    • M. Senthil Arumungam, and M.V.C. Rao On the improved performances of the particle swarm optimization algorithms with adaptive parameters, cross-over operators and root mean square (RMS) variants for computing optimal control of a class of hybrid systems Applied Soft Computing 8 2007 324 336 (Pubitemid 47374567)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 324-336
    • Arumugam, M.S.1    Rao, M.V.C.2
  • 22
    • 54049084147 scopus 로고    scopus 로고
    • Particle swarm optimization with FUSS and RWS for high dimensional functions
    • Z. Cui, X. Cai, J. Zeng, and G. Sun Particle swarm optimization with FUSS and RWS for high dimensional functions Applied Mathematics and Computation 205 2008 98 108
    • (2008) Applied Mathematics and Computation , vol.205 , pp. 98-108
    • Cui, Z.1    Cai, X.2    Zeng, J.3    Sun, G.4
  • 23
    • 33847330615 scopus 로고    scopus 로고
    • MCPSO: A multi-swarm cooperative particle swarm optimizer
    • B. Niu, Y. Zhu, X. He, and H. Wu MCPSO: A multi-swarm cooperative particle swarm optimizer Applied Mathematics and Computation 185 2006 1050 1062
    • (2006) Applied Mathematics and Computation , vol.185 , pp. 1050-1062
    • Niu, B.1    Zhu, Y.2    He, X.3    Wu, H.4
  • 24
    • 53749099091 scopus 로고    scopus 로고
    • Particle swarm optimization with adaptive population size and its application
    • C. DeBao, and Z. ChunXia Particle swarm optimization with adaptive population size and its application Applied Soft Computing 9 2009 39 48
    • (2009) Applied Soft Computing , vol.9 , pp. 39-48
    • Debao, C.1    Chunxia, Z.2
  • 25
    • 78049248360 scopus 로고    scopus 로고
    • Improved particle swarm algorithm for hydrological parameter optimization
    • Y. Jiang, C. Liu, C. Huang, and X. Wu Improved particle swarm algorithm for hydrological parameter optimization Applied Mathematics and Computation 217 2010 3207 3215
    • (2010) Applied Mathematics and Computation , vol.217 , pp. 3207-3215
    • Jiang, Y.1    Liu, C.2    Huang, C.3    Wu, X.4
  • 26
    • 70649097014 scopus 로고    scopus 로고
    • A novel particle swarm optimizer hybridized with extremal optimization
    • M.R. Chen, X. Li, X. Zhang, and Y.Z. Lu A novel particle swarm optimizer hybridized with extremal optimization Applied Soft Computing 10 2010 367 373
    • (2010) Applied Soft Computing , vol.10 , pp. 367-373
    • Chen, M.R.1    Li, X.2    Zhang, X.3    Lu, Y.Z.4
  • 27
    • 33750481498 scopus 로고    scopus 로고
    • Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors
    • DOI 10.1016/j.eswa.2005.11.031, PII S0957417405003398
    • A. Widodo, B. Yang, and T. Han Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors Expert Systems with Applications 32 2007 299 312 (Pubitemid 44647799)
    • (2007) Expert Systems with Applications , vol.32 , Issue.2 , pp. 299-312
    • Widodo, A.1    Yang, B.-S.2    Han, T.3
  • 30
    • 0030676508 scopus 로고    scopus 로고
    • Analysis of air gap flux, current, and vibration signals as a function of the combination of static and dynamic air gap eccentricity in 3-phase induction motors
    • D.G. Dorell, W.D. Thomson, and S. Roach Analysis of air gap flux, current, and vibration signals as a function of the combination of static and dynamic air gap eccentricity in 3-phase induction motors IEEE Transactions on Industry Applications 33 1 1997 24 34
    • (1997) IEEE Transactions on Industry Applications , vol.33 , Issue.1 , pp. 24-34
    • Dorell, D.G.1    Thomson, W.D.2    Roach, S.3
  • 31
    • 56249137558 scopus 로고    scopus 로고
    • Machine condition monitoring using principal component representations
    • Q. He, R. Yan, F. Kong, and R. Du Machine condition monitoring using principal component representations Mechanical Systems and Signal Processing 23 2009 446 466
    • (2009) Mechanical Systems and Signal Processing , vol.23 , pp. 446-466
    • He, Q.1    Yan, R.2    Kong, F.3    Du, R.4
  • 34
    • 43049181654 scopus 로고    scopus 로고
    • Rainfall forecasting by technological machine learning models
    • W.C. Hong Rainfall forecasting by technological machine learning models Applied Mathematics and Computation 200 2008 41 57
    • (2008) Applied Mathematics and Computation , vol.200 , pp. 41-57
    • Hong, W.C.1
  • 35
    • 79959240437 scopus 로고    scopus 로고
    • Car assembly line fault diagnosis based on modified support vector classifier machine
    • Q. Wu Car assembly line fault diagnosis based on modified support vector classifier machine Expert Systems with Applications 37 2010 6352 6358
    • (2010) Expert Systems with Applications , vol.37 , pp. 6352-6358
    • Wu, Q.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.