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Volumn 38, Issue 3, 2008, Pages 743-763

Hybrid particle swarm optimization with wavelet mutation and its industrial applications

Author keywords

Load flow problem; Modeling; Mutation operation; Neural network control; Particle swarm optimization; Wavelet theory

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; NEURAL NETWORKS; WAVELET ANALYSIS;

EID: 44849086452     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2008.921005     Document Type: Article
Times cited : (254)

References (47)
  • 1
    • 18944395391 scopus 로고    scopus 로고
    • A hybrid particle swarm optimization applied to loss power minimization
    • May
    • A. A. E. Ahmed, L. T. Germano, and Z. C. Antonio, "A hybrid particle swarm optimization applied to loss power minimization," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 859-866, May 2005.
    • (2005) IEEE Trans. Power Syst , vol.20 , Issue.2 , pp. 859-866
    • Ahmed, A.A.E.1    Germano, L.T.2    Antonio, Z.C.3
  • 4
    • 84947807745 scopus 로고    scopus 로고
    • Comparison between genetic algorithms and particle swarm optimization
    • New York: Springer-Verlag
    • R. C. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," in Evolutionary Programming VII, vol. 1447. New York: Springer-Verlag, 1998, pp. 611-616.
    • (1998) Evolutionary Programming VII , vol.1447 , pp. 611-616
    • Eberhart, R.C.1    Shi, Y.2
  • 5
    • 0033666935 scopus 로고    scopus 로고
    • Comparing inertia weights and constriction factors in particle swarm optimization
    • Jul
    • R. C. Eberhart and Y. Shi, "Comparing inertia weights and constriction factors in particle swarm optimization," in Proc. Congr. Evol. Comput., Jul. 2000, vol. 1, pp. 84-88.
    • (2000) Proc. Congr. Evol. Comput , vol.1 , pp. 84-88
    • Eberhart, R.C.1    Shi, Y.2
  • 9
    • 34248178378 scopus 로고    scopus 로고
    • Transient stability constrained optimal power flow using particle swarm optimization
    • May
    • N. Mo, Z. Y. Zou, K. W. Chan, and T. Y. G. Pong, "Transient stability constrained optimal power flow using particle swarm optimization," Proc. IET - Gene. Transm. Distrib., vol. 1, no. 3, pp. 476-483, May 2007.
    • (2007) Proc. IET - Gene. Transm. Distrib , vol.1 , Issue.3 , pp. 476-483
    • Mo, N.1    Zou, Z.Y.2    Chan, K.W.3    Pong, T.Y.G.4
  • 10
    • 0030713683 scopus 로고    scopus 로고
    • A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm
    • Indianapolis, IN
    • A. Neubauer, "A theoretical analysis of the non-uniform mutation operator for the modified genetic algorithm," in Proc IEEE Int. Conf. Evol. Comput., Indianapolis, IN, 1997, pp. 93-96.
    • (1997) Proc IEEE Int. Conf. Evol. Comput , pp. 93-96
    • Neubauer, A.1
  • 12
    • 18944397111 scopus 로고    scopus 로고
    • A multiagent-based particle swarm optimization approach for optimal reactive, power dispatch
    • May
    • B. Zhao, C. X. Guo, and Y J. Cao, "A multiagent-based particle swarm optimization approach for optimal reactive, power dispatch," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 1070-1078, May 2005.
    • (2005) IEEE Trans. Power Syst , vol.20 , Issue.2 , pp. 1070-1078
    • Zhao, B.1    Guo, C.X.2    Cao, Y.J.3
  • 13
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Jul
    • X. Yao and Y Liu, "Evolutionary programming made faster," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 82-102, Jul. 1999.
    • (1999) IEEE Trans. Evol. Comput , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2
  • 14
  • 16
    • 3042822095 scopus 로고    scopus 로고
    • Simulation of a new hybrid particle swarm optimization algorithm
    • M. M. Noel and T. C. Jannett, "Simulation of a new hybrid particle swarm optimization algorithm," in Proc 36th Southeastern Symp. Syst. Theory, 2004, pp. 150-153.
    • (2004) Proc 36th Southeastern Symp. Syst. Theory , pp. 150-153
    • Noel, M.M.1    Jannett, T.C.2
  • 17
    • 1842535329 scopus 로고    scopus 로고
    • A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
    • Apr
    • C. F. Juang, "A hybrid of genetic algorithm and particle swarm optimization for recurrent network design," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 2, pp. 997-1006, Apr. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.34 , Issue.2 , pp. 997-1006
    • Juang, C.F.1
  • 18
    • 32144453660 scopus 로고    scopus 로고
    • A novel approach for unit commitment problem via an effective hybrid particle swarm optimization
    • Feb
    • T. O. Ting, M. V. C. Rao, and C. K. Loo, "A novel approach for unit commitment problem via an effective hybrid particle swarm optimization," IEEE Trans. Power Syst., vol. 21, no. 1, pp. 411-418, Feb. 2006.
    • (2006) IEEE Trans. Power Syst , vol.21 , Issue.1 , pp. 411-418
    • Ting, T.O.1    Rao, M.V.C.2    Loo, C.K.3
  • 19
    • 18944397111 scopus 로고    scopus 로고
    • A multiagent-based particle swarm optimization approach for optimal reactive power dispatch
    • May
    • B. Zhao, C. X. Guo, and Y. J. Cao, "A multiagent-based particle swarm optimization approach for optimal reactive power dispatch," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 1070-1078, May 2005.
    • (2005) IEEE Trans. Power Syst , vol.20 , Issue.2 , pp. 1070-1078
    • Zhao, B.1    Guo, C.X.2    Cao, Y.J.3
  • 20
    • 33847673213 scopus 로고    scopus 로고
    • A comparative study on particle swarm optimization for optimal steady-state performance of power systems
    • Nov
    • J. G. Vlachogiannis and K. Y. Lee, "A comparative study on particle swarm optimization for optimal steady-state performance of power systems," IEEE Trans. Power Syst., vol.21, no. 4, pp 1718-1728, Nov. 2006.
    • (2006) IEEE Trans. Power Syst , vol.21 , Issue.4 , pp. 1718-1728
    • Vlachogiannis, J.G.1    Lee, K.Y.2
  • 21
    • 18944389568 scopus 로고    scopus 로고
    • A particle swarm optimization to identifying the ARMAX model for short-term load forecasting
    • May
    • C. M. Huang, C. J. Huang, and M. L. Wang, "A particle swarm optimization to identifying the ARMAX model for short-term load forecasting," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 1126-1133, May 2005.
    • (2005) IEEE Trans. Power Syst , vol.20 , Issue.2 , pp. 1126-1133
    • Huang, C.M.1    Huang, C.J.2    Wang, M.L.3
  • 22
    • 0034514095 scopus 로고    scopus 로고
    • Particle swarm optimisation for evolving artificial neural network
    • Oct
    • C. Zhang, H. Shao, and Y. Li, "Particle swarm optimisation for evolving artificial neural network," in Proc. IEEE Inf. Conf. Syst., Man, Cybern., Oct. 2000, vol. 4, pp. 2487-2490.
    • (2000) Proc. IEEE Inf. Conf. Syst., Man, Cybern , vol.4 , pp. 2487-2490
    • Zhang, C.1    Shao, H.2    Li, Y.3
  • 23
    • 34047131334 scopus 로고    scopus 로고
    • New chaotic PSO-based neural network predictive control for nonlinear process
    • Mar
    • Y. Song, Z. Chen, and Z. Yuan, "New chaotic PSO-based neural network predictive control for nonlinear process," IEEE Trans. Neural Netw. vol. 18, no. 2, pp. 595-601, Mar. 2007.
    • (2007) IEEE Trans. Neural Netw , vol.18 , Issue.2 , pp. 595-601
    • Song, Y.1    Chen, Z.2    Yuan, Z.3
  • 25
    • 34247212695 scopus 로고    scopus 로고
    • A hybrid particle swarm optimization algorithm for predicting the chaotic time series mechatronics and automation
    • Jun
    • W. Liu, K. Wang, B. Sun, and K. Shao, "A hybrid particle swarm optimization algorithm for predicting the chaotic time series mechatronics and automation," in Proc. IEEE Int. Conf. Mechatronics, Autom., Jun. 2006, pp. 2454-2458.
    • (2006) Proc. IEEE Int. Conf. Mechatronics, Autom , pp. 2454-2458
    • Liu, W.1    Wang, K.2    Sun, B.3    Shao, K.4
  • 26
    • 33751332923 scopus 로고    scopus 로고
    • Particle swarm optimization (PSO) applied to fuzzy modeling in a thermal-vacuum system
    • Nov
    • R. Marinke, E. Araujo, L. S. Coelho, and I. Matiko, "Particle swarm optimization (PSO) applied to fuzzy modeling in a thermal-vacuum system," in Proc. 5th Int. Conf. Hybrid Intell. Syst., Nov. 2005, pp. 67-72.
    • (2005) Proc. 5th Int. Conf. Hybrid Intell. Syst , pp. 67-72
    • Marinke, R.1    Araujo, E.2    Coelho, L.S.3    Matiko, I.4
  • 27
    • 23944454814 scopus 로고    scopus 로고
    • Modeling identification of power plant thermal process based on PSO algorithm
    • Jun
    • Y. Liu and X. He, "Modeling identification of power plant thermal process based on PSO algorithm," in Proc. Amer. Control Conf., Jun. 2005, vol. 7, pp. 4484-4489.
    • (2005) Proc. Amer. Control Conf , vol.7 , pp. 4484-4489
    • Liu, Y.1    He, X.2
  • 30
    • 0031079070 scopus 로고    scopus 로고
    • Challenges to optimal power flow
    • Feb
    • J. A. Momoh, R. J. Koessler, and M. S. Bond, "Challenges to optimal power flow," IEEE Trans. Power Syst., vol. 12, no. 1, pp. 444-455, Feb. 1997.
    • (1997) IEEE Trans. Power Syst , vol.12 , Issue.1 , pp. 444-455
    • Momoh, J.A.1    Koessler, R.J.2    Bond, M.S.3
  • 31
    • 0037208772 scopus 로고    scopus 로고
    • A solution to the optimal power flow using simulated annealing
    • Jan
    • C. A. Poa-Sepulveda and B. J. Pavez-Lazo, "A solution to the optimal power flow using simulated annealing," Int. Elect. Power Energy Syst., vol. 25, no. 1, pp. 47-57, Jan. 2003.
    • (2003) Int. Elect. Power Energy Syst , vol.25 , Issue.1 , pp. 47-57
    • Poa-Sepulveda, C.A.1    Pavez-Lazo, B.J.2
  • 32
    • 0032592941 scopus 로고    scopus 로고
    • Improved interior point method for OPF problems
    • Aug
    • J. A. Momoh and J. Z. Zhu, "Improved interior point method for OPF problems," IEEE Trans. Power Syst., vol. 14, no. 3, pp. 1114-1120, Aug. 1999.
    • (1999) IEEE Trans. Power Syst , vol.14 , Issue.3 , pp. 1114-1120
    • Momoh, J.A.1    Zhu, J.Z.2
  • 34
    • 0142258075 scopus 로고    scopus 로고
    • Self adaptive fitness formulation for constrained optimization
    • Oct
    • R. Farmani and J. A. Wright, "Self adaptive fitness formulation for constrained optimization," IEEE Trans. Evol. Comput., vol. 7, no. 5, pp. 445-455, Oct 2003.
    • (2003) IEEE Trans. Evol. Comput , vol.7 , Issue.5 , pp. 445-455
    • Farmani, R.1    Wright, J.A.2
  • 35
    • 0034266683 scopus 로고    scopus 로고
    • Stochastic ranking ior constrained evolutionary optimization
    • Sep
    • T. P. Runarsson and X. Yao, "Stochastic ranking ior constrained evolutionary optimization," IEEE Trans. Evol. Comput., vol. 4, no. 3, pp. 284-294, Sep. 2000.
    • (2000) IEEE Trans. Evol. Comput , vol.4 , Issue.3 , pp. 284-294
    • Runarsson, T.P.1    Yao, X.2
  • 36
    • 44849120253 scopus 로고    scopus 로고
    • J. H. Chow, Power System Toolbox Version 2.0. Colborne, ON, Canada: Cherry Tree Scientific Software, 2000
    • J. H. Chow, Power System Toolbox Version 2.0. Colborne, ON, Canada: Cherry Tree Scientific Software, 2000.
  • 38
    • 0031706783 scopus 로고    scopus 로고
    • A neural network process model for abrassive flow machining operations
    • K. L. Petri, R. E. Billo, and B. Bidanda, "A neural network process model for abrassive flow machining operations," J. Manuf. Syst., vol. 17, no. 1, pp. 52-65, 1998.
    • (1998) J. Manuf. Syst , vol.17 , Issue.1 , pp. 52-65
    • Petri, K.L.1    Billo, R.E.2    Bidanda, B.3
  • 39
    • 0032131593 scopus 로고    scopus 로고
    • Modelling and optimization of grinding processes
    • Sep
    • E. Brinksmeier, H. K. Tonshoff, C. Czenkusch, and C. Heinzel, "Modelling and optimization of grinding processes," J. Intell. Manuf., vol. 9, no. 4, pp. 303-314, Sep. 1998.
    • (1998) J. Intell. Manuf , vol.9 , Issue.4 , pp. 303-314
    • Brinksmeier, E.1    Tonshoff, H.K.2    Czenkusch, C.3    Heinzel, C.4
  • 40
    • 0034627923 scopus 로고    scopus 로고
    • Prediction of die casting process parameters by using an artificial neural network model for zinc alloys
    • Jan
    • K. D. V. Prasad and P. Yarlagadda, "Prediction of die casting process parameters by using an artificial neural network model for zinc alloys," Int. J. Prod. Res., vol. 38, no. 1, pp. 119-139, Jan. 2000.
    • (2000) Int. J. Prod. Res , vol.38 , Issue.1 , pp. 119-139
    • Prasad, K.D.V.1    Yarlagadda, P.2
  • 41
    • 0003664214 scopus 로고    scopus 로고
    • 8th ed. Englewood Cliffs, NJ: Prentice-Hall
    • B. C. Kuo, Automatic Control Systems, 8th ed. Englewood Cliffs, NJ: Prentice-Hall, 2003.
    • (2003) Automatic Control Systems
    • Kuo, B.C.1
  • 43
    • 0031697317 scopus 로고    scopus 로고
    • Using selection to improve particle swarm optimization
    • Anchorage AK, May
    • P. Angeline, "Using selection to improve particle swarm optimization," in Proc. IEEE Int. Conf. Evol. Comput., Anchorage AK, May 1998. pp. 84-89.
    • (1998) Proc. IEEE Int. Conf. Evol. Comput , pp. 84-89
    • Angeline, P.1
  • 44
    • 31144439565 scopus 로고    scopus 로고
    • Performance evaluation of multi agent genetic algorithm
    • J. J. Lang, S. Baskar, P. Suganthan, and A. Qin, "Performance evaluation of multi agent genetic algorithm," Natural Comput., vol. 5, no. 1, pp. 83-96 2006.
    • (2006) Natural Comput , vol.5 , Issue.1 , pp. 83-96
    • Lang, J.J.1    Baskar, S.2    Suganthan, P.3    Qin, A.4
  • 45
    • 33745769051 scopus 로고    scopus 로고
    • Novel compositions test functions for numerical global optimization
    • J. J. Liang, P. N. Suganthan, and K. Deb, "Novel compositions test functions for numerical global optimization," in Proc. IEEE Int. Swarm Intell. Symp., 2005, pp. 68-75.
    • (2005) Proc. IEEE Int. Swarm Intell. Symp , pp. 68-75
    • Liang, J.J.1    Suganthan, P.N.2    Deb, K.3
  • 46
    • 0029409018 scopus 로고
    • Large-scale economic dispatch by genetic algorithm
    • Feb
    • P. H. Chen and H. C. Chang, "Large-scale economic dispatch by genetic algorithm," IEEE Trans. Power Syst., vol. 10, no. 1, pp. 117-124, Feb. 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.1 , pp. 117-124
    • Chen, P.H.1    Chang, H.C.2
  • 47
    • 0034430526 scopus 로고    scopus 로고
    • A particle swarm optimization for reactive power and voltage control considering voltage security assessment
    • Nov
    • H. Yoshida, K. Kawata, Y. Fukuyama, and Y. Nakanishi, "A particle swarm optimization for reactive power and voltage control considering voltage security assessment," IEEE Irans. Power Syst., vol. 15, no. 4, pp. 1232-1239, Nov. 2000.
    • (2000) IEEE Irans. Power Syst , vol.15 , Issue.4 , pp. 1232-1239
    • Yoshida, H.1    Kawata, K.2    Fukuyama, Y.3    Nakanishi, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.