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Volumn 12, Issue 2, 2012, Pages 712-725

An improved group search optimizer with operation of quantum-behaved swarm and its application

Author keywords

Evolutionary algorithms (EAs); Group search optimizer (GSO); Improved GSO algorithm (IGSO); Quantum behaved particle swarm optimization (QPSO); Single multiplicative neuron model

Indexed keywords

ANT-COLONY OPTIMIZATION; BENCHMARK FUNCTIONS; CONTINUOUS OPTIMIZATION PROBLEMS; CONVERGENCE PERFORMANCE; IMPROVED GSO ALGORITHM (IGSO); LOCAL OPTIMA; MULTIPLICATIVE NEURON MODEL; OPTIMIZERS; PARTICLE SWARM OPTIMIZATION ALGORITHM; QUANTUM-BEHAVED PARTICLE SWARM OPTIMIZATION; SEARCH OPTIMIZER; SEARCHING BEHAVIOR; SUCCESSIVE ITERATION; SWARM INTELLIGENT;

EID: 84655169227     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2011.10.021     Document Type: Article
Times cited : (27)

References (38)
  • 2
    • 0002442921 scopus 로고
    • Evolutionary programming in perspective: The top-down view
    • J.M. Zurada, R.J. Marks II C.J. Robinson, IEEE Press Piscataway, NJ
    • L.J. Fogel Evolutionary programming in perspective: the top-down view J.M. Zurada, R.J. Marks II C.J. Robinson, Computational Intelligence: Imitating Life 1994 IEEE Press Piscataway, NJ
    • (1994) Computational Intelligence: Imitating Life
    • Fogel, L.J.1
  • 3
    • 0000244350 scopus 로고
    • Evolution strategy
    • J.M. Zurada, R.J. Marks II C.J. Robinson, IEEE Press Piscataway, NJ
    • I. Rechenberg Evolution strategy J.M. Zurada, R.J. Marks II C.J. Robinson, Computational Intelligence: Imitating Life 1994 IEEE Press Piscataway, NJ
    • (1994) Computational Intelligence: Imitating Life
    • Rechenberg, I.1
  • 7
    • 84855722702 scopus 로고    scopus 로고
    • http://mf.erciyes.edu.tr/abc/
  • 8
    • 75149134664 scopus 로고    scopus 로고
    • A survey: Algorithms simulating bee swarm intelligence
    • D. Karaboga, and B. Akay A survey: algorithms simulating bee swarm intelligence Artificial Intelligence Review 31 1 2009 68 85
    • (2009) Artificial Intelligence Review , vol.31 , Issue.1 , pp. 68-85
    • Karaboga, D.1    Akay, B.2
  • 9
    • 70449528756 scopus 로고    scopus 로고
    • Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm
    • C.M. Lee, and C.N. Ko Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm Neurocomputing 73 2009 p.449 p.460
    • (2009) Neurocomputing , vol.73 , pp. 449-460
    • Lee, C.M.1    Ko, C.N.2
  • 10
    • 33846819938 scopus 로고    scopus 로고
    • GA-PSO based vector control of indirect three phase induction motor
    • H.K. Dong GA-PSO based vector control of indirect three phase induction motor Applied Soft Computing 7 2 2007 601 611
    • (2007) Applied Soft Computing , vol.7 , Issue.2 , pp. 601-611
    • Dong, H.K.1
  • 11
    • 71749092272 scopus 로고    scopus 로고
    • A multi-objective PSO for job-shop scheduling problems
    • D.Y. Sha, and H.H. Lin A multi-objective PSO for job-shop scheduling problems Expert Systems with Applications 37 2 2010 1065 1070
    • (2010) Expert Systems with Applications , vol.37 , Issue.2 , pp. 1065-1070
    • Sha, D.Y.1    Lin, H.H.2
  • 15
  • 17
    • 54449088017 scopus 로고    scopus 로고
    • An improved quantum-behaved particle swarm optimization algorithm with weighted mean best position
    • M.L. Xi, J. Sun, and W.B. Xu An improved quantum-behaved particle swarm optimization algorithm with weighted mean best position Applied Mathematics and Computation 205 2008 751 759
    • (2008) Applied Mathematics and Computation , vol.205 , pp. 751-759
    • Xi, M.L.1    Sun, J.2    Xu, W.B.3
  • 19
    • 67349096793 scopus 로고    scopus 로고
    • Quantum behaved Particle Swarm Optimization (QPSO) for multi-objective design optimization of composite structures
    • S.N. Omkar, R. Khandelwal, and T.V.S. Ananth Quantum behaved Particle Swarm Optimization (QPSO) for multi-objective design optimization of composite structures Expert Systems with Applications 36 8 2009 11312 11322
    • (2009) Expert Systems with Applications , vol.36 , Issue.8 , pp. 11312-11322
    • Omkar, S.N.1    Khandelwal, R.2    Ananth, T.V.S.3
  • 20
    • 77949280217 scopus 로고    scopus 로고
    • A novel group search optimizer inspired by animal behavioural ecology
    • Sheraton Vancouver Wall Centre Hotel, Vancouver, BC, Canada
    • S. He, and Q.H. Wu A novel group search optimizer inspired by animal behavioural ecology IEEE Congress on Evolutionary Computation Sheraton Vancouver Wall Centre Hotel, Vancouver, BC, Canada 2006 16 21
    • (2006) IEEE Congress on Evolutionary Computation , pp. 16-21
    • He, S.1    Wu, Q.H.2
  • 22
    • 60949089864 scopus 로고    scopus 로고
    • An improved group search optimizer for mechanical design optimization problems
    • H. Shen, Y.L. Zhu, and B. Niu An improved group search optimizer for mechanical design optimization problems Progress in Natural Science 19 1 2009 91 97
    • (2009) Progress in Natural Science , vol.19 , Issue.1 , pp. 91-97
    • Shen, H.1    Zhu, Y.L.2    Niu, B.3
  • 23
    • 0000121089 scopus 로고
    • Producers and scroungers: A general model and its application to captive flocks of house sparrows
    • C.J. Barnard, and R.M. Sibly Producers and scroungers: a general model and its application to captive flocks of house sparrows Animal Behavior 29 1981 543 550
    • (1981) Animal Behavior , vol.29 , pp. 543-550
    • Barnard, C.J.1    Sibly, R.M.2
  • 24
    • 70349873857 scopus 로고    scopus 로고
    • Group search optimizer: An optimization algorithm inspired by animal searching behavior
    • S. He, Q.H. Wu, and J.R. Saunders Group search optimizer: an optimization algorithm inspired by animal searching behavior IEEE Transactions on Evolutionary Computation 13 5 2009 973 990
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , Issue.5 , pp. 973-990
    • He, S.1    Wu, Q.H.2    Saunders, J.R.3
  • 25
    • 0001447697 scopus 로고
    • Exchangeable producer and scrounger roles in a captive flock of feral pigeons - A case for the skill pool effect
    • L.A. Giraldeau, and L. Lefebvre Exchangeable producer and scrounger roles in a captive flock of feral pigeons - a case for the skill pool effect Animal Behavior 34 3 1986 797 803
    • (1986) Animal Behavior , vol.34 , Issue.3 , pp. 797-803
    • Giraldeau, L.A.1    Lefebvre, L.2
  • 27
    • 13444292210 scopus 로고    scopus 로고
    • Effective leadership and decision-making in animal groups on the move
    • DOI 10.1038/nature03236
    • I.D. Couzin, J. Krause, and N.R. Franks Effective leadership and decision-making in animal groups on the move Nature 434 2005 513 516 (Pubitemid 40204306)
    • (2005) Nature , vol.433 , Issue.7025 , pp. 513-516
    • Couzin, I.D.1    Krause, J.2    Franks, N.R.3    Levin, S.A.4
  • 28
    • 0038281789 scopus 로고    scopus 로고
    • Ph.D. Thesis, Department of Computer Science, University of Pretoria, Pretoria, South Africa
    • F.V.D. Bergh, An analysis of particle swarm optimizers, Ph.D. Thesis, Department of Computer Science, University of Pretoria, Pretoria, South Africa.
    • An Analysis of Particle Swarm Optimizers
    • Bergh, F.V.D.1
  • 29
    • 11244260805 scopus 로고    scopus 로고
    • A global search strategy of Quantum-behaved Particle Swarm Optimization
    • 2004 IEEE Conference on Cybernetics and Intelligent Systems
    • J. Sun, W. Xu, and B. Feng A global search strategy of quantum-behaved particle swarm optimization Proc. of the 2004 IEEE Conf. on Cybernetics and Intelligent Systems Singapore 2004 111 116 (Pubitemid 40062286)
    • (2004) 2004 IEEE Conference on Cybernetics and Intelligent Systems , pp. 111-116
    • Sun, J.1    Xu, W.2    Feng, B.3
  • 31
    • 0842343634 scopus 로고    scopus 로고
    • A solution for the N-bit parity problem using a single multiplicative neuron
    • E.M. Iyoda, H. Nobuhara, and K. Hirota A solution for the N-bit parity problem using a single multiplicative neuron Neural Processing Letter 18 2003 233 238
    • (2003) Neural Processing Letter , vol.18 , pp. 233-238
    • Iyoda, E.M.1    Nobuhara, H.2    Hirota, K.3
  • 32
    • 34249333500 scopus 로고    scopus 로고
    • Time series prediction with single multiplicative neuron model
    • DOI 10.1016/j.asoc.2006.01.003, PII S156849460600007X, Soft Computing for Time Series Prediction
    • R.N. Yadav, P.K. Kalra, and J. John Time series prediction with singlemultiplicative neuronmodel Applied Soft Computing 7 2007 1157 1163 (Pubitemid 46810390)
    • (2007) Applied Soft Computing Journal , vol.7 , Issue.4 , pp. 1157-1163
    • Yadav, R.N.1    Kalra, P.K.2    John, J.3
  • 33
    • 34047260770 scopus 로고    scopus 로고
    • Time-series prediction with single integrate-and-fire neuron
    • DOI 10.1016/j.asoc.2006.02.004, PII S1568494606000299
    • A. Yadav, D. Mishra, and R.N. Yadav Time-series prediction with single integrate-and-fire neuron Applied Soft Computing 7 2007 739 745 (Pubitemid 46551916)
    • (2007) Applied Soft Computing Journal , vol.7 , Issue.3 , pp. 739-745
    • Yadav, A.1    Mishra, D.2    Yadav, R.N.3    Ray, S.4    Kalra, P.K.5
  • 34
    • 56349106409 scopus 로고    scopus 로고
    • PSO-based single multiplicative neuron model for time series prediction
    • L. Zhao, and Y.P. Yang PSO-based single multiplicative neuron model for time series prediction Expert Systems with Applications 36 2009 2805 2812
    • (2009) Expert Systems with Applications , vol.36 , pp. 2805-2812
    • Zhao, L.1    Yang, Y.P.2
  • 35
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • J.J. Liang, A.K. Qin, and P.N. Suganthan Comprehensive learning particle swarm optimizer for global optimization of multimodal functions IEEE Transaction on Evolutionary Conputation 10 2006 281 285
    • (2006) IEEE Transaction on Evolutionary Conputation , vol.10 , pp. 281-285
    • Liang, J.J.1    Qin, A.K.2    Suganthan, P.N.3
  • 36
    • 38649118854 scopus 로고    scopus 로고
    • Evolving artificial neural networks using an improved PSO and DPSO
    • J.B. Yu, S.J. Wang, and L.F. Xi Evolving artificial neural networks using an improved PSO and DPSO Neurocompting 71 1-3 2007 1054 1060
    • (2007) Neurocompting , vol.71 , Issue.13 , pp. 1054-1060
    • Yu, J.B.1    Wang, S.J.2    Xi, L.F.3
  • 37
    • 0017714604 scopus 로고
    • Oscillation and chaos in physiological control systems
    • M. Mackey, and L. Glass Oscillation and chaos in physiological control systems Science 197 1977 287 289 (Pubitemid 8130447)
    • (1977) Science , vol.197 , Issue.4300 , pp. 287-289
    • Mackey, M.C.1    Glass, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.