메뉴 건너뛰기




Volumn 39, Issue 1, 2012, Pages 395-405

A hybrid particle swarm optimization and its application in neural networks

Author keywords

Fisher ratio class separability measure (FRCSM); Markov chain; Orthogonal least square algorithm (OLSA); Particle swarm optimization; Radial basis function neural networks (RBFNNs)

Indexed keywords

CLASS SEPARABILITY MEASURE; MARKOV CHAIN; ORTHOGONAL LEAST SQUARE ALGORITHMS; PARTICLE SWARM; RADIAL BASIS FUNCTION NEURAL NETWORKS;

EID: 81855195351     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.07.028     Document Type: Article
Times cited : (59)

References (33)
  • 2
    • 33751318064 scopus 로고    scopus 로고
    • Neural networks and seasonality: Some technical considerations
    • B. Curry Neural networks and seasonality: Some technical considerations European Journal of Operational Research 179 2007 267C274
    • (2007) European Journal of Operational Research , vol.179
    • Curry, B.1
  • 5
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithms for redial basis function networks
    • S. Chen, C.F. Cowan, and P.M. Grant Orthogonal least squares learning algorithms for redial basis function networks IEEE Transaction on Neural Networks 2 1991 302 609
    • (1991) IEEE Transaction on Neural Networks , vol.2 , pp. 302-609
    • Chen, S.1    Cowan, C.F.2    Grant, P.M.3
  • 8
    • 0033732354 scopus 로고    scopus 로고
    • Selecting radial basis function network centers with recursive orthogonal least squares training
    • J. Gomm, and D. Yu Selecting radial basis function network centers with recursive orthogonal least squares training IEEE Transaction on Neural Networks 11 2000 306 314
    • (2000) IEEE Transaction on Neural Networks , vol.11 , pp. 306-314
    • Gomm, J.1    Yu, D.2
  • 9
    • 0004063090 scopus 로고    scopus 로고
    • Prentice-Hall Englewood Cliffs, NJ
    • S. Haykin Neural networks 1998 Prentice-Hall Englewood Cliffs, NJ
    • (1998) Neural Networks
    • Haykin, S.1
  • 10
    • 57749092656 scopus 로고    scopus 로고
    • A constructive hybrid structure optimization methodology for radial basis probabilistic neural networks
    • D. Huang, and J. Du A constructive hybrid structure optimization methodology for radial basis probabilistic neural networks IEEE Transactions on Neural Networks 19 2008 2099 2115
    • (2008) IEEE Transactions on Neural Networks , vol.19 , pp. 2099-2115
    • Huang, D.1    Du, J.2
  • 12
    • 0025839504 scopus 로고
    • A Gaussian potential function network with hierarchically self-organizing learning
    • S. Lee, and R.M. Kil A Gaussian potential function network with hierarchically self-organizing learning Neural Networks 4 1991 207 224
    • (1991) Neural Networks , vol.4 , pp. 207-224
    • Lee, S.1    Kil, R.M.2
  • 13
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • J. Liang, P. Suganthan, and S. Baskar Comprehensive learning particle swarm optimizer for global optimization of multimodal functions IEEE Transactions on Evolutionary Computation 10 3 2006 281 295
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.1    Suganthan, P.2    Baskar, S.3
  • 14
    • 38349047621 scopus 로고    scopus 로고
    • Improving multiclass pattern recognition with a co-evolutionary RBFNN
    • M. Li, J. Tian, and F. Chen Improving multiclass pattern recognition with a co-evolutionary RBFNN Pattern Recognition Letters 29 2008 392 406
    • (2008) Pattern Recognition Letters , vol.29 , pp. 392-406
    • Li, M.1    Tian, J.2    Chen, F.3
  • 15
    • 0036740269 scopus 로고    scopus 로고
    • RBF neural network center selection based on Fisher ratio class separability measure
    • K. Mao RBF neural network center selection based on Fisher ratio class separability measure IEEE Transactions on Neural Networks 13 2002 1211 1217
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 1211-1217
    • Mao, K.1
  • 17
    • 0000672424 scopus 로고
    • Fast learning in network of locally-tuned processing units
    • J. Moody, and C.J. Darken Fast learning in network of locally-tuned processing units Neural Computation 1 1989 281 294
    • (1989) Neural Computation , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 18
    • 0000106040 scopus 로고
    • Universal approximation using radial basis functions network
    • J. Park, and J. Wsandberg Universal approximation using radial basis functions network Neural Computation 3 1991 246 257
    • (1991) Neural Computation , vol.3 , pp. 246-257
    • Park, J.1    Wsandberg, J.2
  • 19
    • 0032122726 scopus 로고    scopus 로고
    • Conditional fuzzy clustering in the design of radial basis function neural networks
    • W. Pedrycz Conditional fuzzy clustering in the design of radial basis function neural networks IEEE Transactions on Neural Networks 9 1998 601 612
    • (1998) IEEE Transactions on Neural Networks , vol.9 , pp. 601-612
    • Pedrycz, W.1
  • 20
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • A. Ratnaweera, S.K. Halgamure, and H.C. Watson Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients IEEE Transactions on Evolution Computation 8 2004 240 255
    • (2004) IEEE Transactions on Evolution Computation , vol.8 , pp. 240-255
    • Ratnaweera, A.1    Halgamure, S.K.2    Watson, H.C.3
  • 21
    • 50849098868 scopus 로고    scopus 로고
    • A note on knowledge discovery using neural networks and its application to credit card screening
    • R. Setiono, B. Baesens, and C. Mues A note on knowledge discovery using neural networks and its application to credit card screening European Journal of Operational Research 192 2009 326 332
    • (2009) European Journal of Operational Research , vol.192 , pp. 326-332
    • Setiono, R.1    Baesens, B.2    Mues, C.3
  • 22
    • 0029768771 scopus 로고    scopus 로고
    • Reevaluating genetic algorithm performance under coordinate rotation of benchmark functions
    • R. Salomon Reevaluating genetic algorithm performance under coordinate rotation of benchmark functions BioSystems 39 1996 263 278
    • (1996) BioSystems , vol.39 , pp. 263-278
    • Salomon, R.1
  • 26
    • 61849107371 scopus 로고    scopus 로고
    • On the exponential synchronization of stochastic jumping chaotic neural networks with mixed delays and sector-bounded nonlinearities
    • Y. Tang, J.A. Fang, and Q. Miao On the exponential synchronization of stochastic jumping chaotic neural networks with mixed delays and sector-bounded nonlinearities Neurocomputing 72 2009 1694 1701
    • (2009) Neurocomputing , vol.72 , pp. 1694-1701
    • Tang, Y.1    Fang, J.A.2    Miao, Q.3
  • 28
    • 56349106880 scopus 로고    scopus 로고
    • Stitching defect detection and classification using wavelet transform and BP neural network
    • W.K. Wong, C.W.M. Yuen, D.D. Fan, L.K. Chan, and E.H.K. Fung Stitching defect detection and classification using wavelet transform and BP neural network Expert Systems with Applications 36 2009 3845 3856
    • (2009) Expert Systems with Applications , vol.36 , pp. 3845-3856
    • Wong, W.K.1    Yuen, C.W.M.2    Fan, D.D.3    Chan, L.K.4    Fung, E.H.K.5
  • 29
    • 56349126451 scopus 로고    scopus 로고
    • A decision support tool for apparel coordination through integrating the knowledge-based attribute evaluation expert system and the T-S fuzzy neural network
    • W.K. Wong, X.H. Zeng, and W.M.R. Au A decision support tool for apparel coordination through integrating the knowledge-based attribute evaluation expert system and the T-S fuzzy neural network Expert Systems with Applications 36 2009 2377 2390
    • (2009) Expert Systems with Applications , vol.36 , pp. 2377-2390
    • Wong, W.K.1    Zeng, X.H.2    Au, W.M.R.3
  • 30
    • 34347245533 scopus 로고    scopus 로고
    • Localized generalization error model and its application to architecture selection for radial basis function neural network
    • D.S. Yeung, W.W.Y. Ng, D. Wang, E.C.C. Tsang, and X. Wang Localized generalization error model and its application to architecture selection for radial basis function neural network IEEE Transactions on Neural Networks 18 2007 1294 1305
    • (2007) IEEE Transactions on Neural Networks , vol.18 , pp. 1294-1305
    • Yeung, D.S.1    Ng, W.W.Y.2    Wang, D.3    Tsang, E.C.C.4    Wang, X.5
  • 32


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.