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Volumn 23, Issue 1, 2011, Pages 51-62

A comparative analysis of PSO, HPSO, and HPSO-TVAC for data clustering

Author keywords

Data clustering; Particle swarm optimisation; Self organising hierarchical particle swarm optimiser; Time varying acceleration coefficients

Indexed keywords

COMPARATIVE ANALYSIS; DATA CLUSTERING; FITNESS FUNCTIONS; HIGH DIMENSIONAL DATA; PARTICLE SWARM; PARTICLE SWARM OPTIMISATION; PSO ALGORITHMS; SELF-ORGANISING; TIME-VARYING ACCELERATION COEFFICIENTS;

EID: 79956160676     PISSN: 0952813X     EISSN: 13623079     Source Type: Journal    
DOI: 10.1080/0952813X.2010.506287     Document Type: Conference Paper
Times cited : (11)

References (12)
  • 4
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • DOI 10.1109/4235.985692, PII S1089778X02022099
    • Clere, M., and Kennedy, J. (2002), 'The Particle Swarm-explosion, Stability, and Convergence in a Multidimensional Complex Space', IEEE Transactions on Evolutionary Computation, 6, pp. 58-73. (Pubitemid 34404564)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 5
    • 55749095530 scopus 로고    scopus 로고
    • Study of different approach to clustering data by using the particle swarm optimization algorithm
    • Esmin, A. A. A., Pereira, D. L., and De Arauo, P. A. (2008), 'Study of Different Approach to Clustering Data by using the Particle Swarm Optimization Algorithm', in IEEE CEC, pp. 1817-1822.
    • (2008) IEEE CEC , pp. 1817-1822
    • Esmin, A.A.A.1    Pereira, D.L.2    De Arauo, P.A.3
  • 6
    • 0036937614 scopus 로고    scopus 로고
    • Performance evaluation of some clustering algorithms and validity indices
    • Maulik, U., and Bandyopadhyay, S. (2002), 'Performance Evaluation of Some Clustering Algorithms and Validity Indices', IEEE Pattern Analysis and Machine Intelligence, 24, pp. 1650-1654.
    • (2002) IEEE Pattern Analysis and Machine Intelligence , vol.24 , pp. 1650-1654
    • Maulik, U.1    Bandyopadhyay, S.2
  • 7
    • 3142768423 scopus 로고    scopus 로고
    • Self-organising hierarchical particle swarm optimiser with time-varying acceleration coefficients
    • Ratnaweera, A., Halgamuge, S. K., and Watson, H. C. (2004), 'Self-organising Hierarchical Particle Swarm Optimiser with Time-varying Acceleration Coefficients', IEEE Transactions on Evolutionary Computation, 8, pp. 240-255.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.