메뉴 건너뛰기




Volumn 36, Issue 9, 2009, Pages 11792-11800

A fuzzy clustering algorithm based on evolutionary programming

Author keywords

Cluster validity; EPFCM; Evolutionary programming; Fuzzy c means algorithm

Indexed keywords

CLUSTER VALIDITY; CLUSTER VALIDITY INDICES; CONVERGENCE SPEED; EPFCM; EVOLUTIONARY PROGRAMMING; FUZZY C-MEANS ALGORITHM; FUZZY C-MEANS ALGORITHMS; FUZZY CLUSTERING METHOD; GLOBAL SEARCH; INITIAL CLUSTER CENTERS; LOCAL OPTIMA; MODIFIED ALGORITHMS; NUMBER OF CLUSTERS;

EID: 67349252509     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.04.031     Document Type: Article
Times cited : (15)

References (13)
  • 2
    • 0015644823 scopus 로고
    • Cluster validity with fuzzy sets
    • Bezdek J.C. Cluster validity with fuzzy sets. J. Cybernet. 3 (1974) 58-73
    • (1974) J. Cybernet. , vol.3 , pp. 58-73
    • Bezdek, J.C.1
  • 3
    • 0002626172 scopus 로고
    • Mathematical models for systematics and taxonomy
    • San Francisco, CA, pp
    • Bezdek, J. C. (1975). Mathematical models for systematics and taxonomy. In: Eighth International Conference on Numerical Taxonomy, San Francisco, CA, pp. 143-165.
    • (1975) Eighth International Conference on Numerical Taxonomy , pp. 143-165
    • Bezdek, J.C.1
  • 4
    • 33749663416 scopus 로고    scopus 로고
    • Wei Hou: Evolutionary programming using a mixed mutation strategy
    • Dong H., He J., and Huang H. Wei Hou: Evolutionary programming using a mixed mutation strategy. Inf. Sci. 177 1 (2007) 312-327
    • (2007) Inf. Sci. , vol.177 , Issue.1 , pp. 312-327
    • Dong, H.1    He, J.2    Huang, H.3
  • 5
    • 67349126649 scopus 로고    scopus 로고
    • A fuzzy weighted sum validity function for clustering with a mixed strategy evolutionary algorithm
    • Dong H., Huang H., Zhou C., and He J. A fuzzy weighted sum validity function for clustering with a mixed strategy evolutionary algorithm. Chin. J. Elect. 35 5 (2007) 64-70
    • (2007) Chin. J. Elect. , vol.35 , Issue.5 , pp. 64-70
    • Dong, H.1    Huang, H.2    Zhou, C.3    He, J.4
  • 6
    • 2442498696 scopus 로고    scopus 로고
    • A single-point mutation evolutionary programming
    • Ji M., Tang H., and Guo J. A single-point mutation evolutionary programming. Inform. Process. Lett. 90 2 (2004) 293-299
    • (2004) Inform. Process. Lett. , vol.90 , Issue.2 , pp. 293-299
    • Ji, M.1    Tang, H.2    Guo, J.3
  • 7
    • 1542273610 scopus 로고    scopus 로고
    • Evolutionary programming using mutations based on the levy probability distribution
    • Lee C.-Y., and Yao X. Evolutionary programming using mutations based on the levy probability distribution. IEEE Trans. Evolut. Comput. 8 2 (2004) 1-13
    • (2004) IEEE Trans. Evolut. Comput. , vol.8 , Issue.2 , pp. 1-13
    • Lee, C.-Y.1    Yao, X.2
  • 8
    • 0033715579 scopus 로고    scopus 로고
    • Genetic algorithm-based clustering technique
    • Maulik U., and Bandyopadhyay S. Genetic algorithm-based clustering technique. Pattern Recog. 33 (2000) 1455-1465
    • (2000) Pattern Recog. , vol.33 , pp. 1455-1465
    • Maulik, U.1    Bandyopadhyay, S.2
  • 9
    • 0030189865 scopus 로고    scopus 로고
    • In search of optimal clusters using genetic algorithms
    • Murthy C.A., and Chowdhury N. In search of optimal clusters using genetic algorithms. Pattern Recog. Lett. 17 (1996) 825-832
    • (1996) Pattern Recog. Lett. , vol.17 , pp. 825-832
    • Murthy, C.A.1    Chowdhury, N.2
  • 10
    • 23844498540 scopus 로고    scopus 로고
    • A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification
    • Pakhira M.K., and Bandyopadhyay S. A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification. Fuzzy Sets Syst. 155 (2005) 191-214
    • (2005) Fuzzy Sets Syst. , vol.155 , pp. 191-214
    • Pakhira, M.K.1    Bandyopadhyay, S.2
  • 11
    • 0031248740 scopus 로고    scopus 로고
    • A clustering algorithm using an evolutionary programming-based approach
    • Sarkar M., Yegnanarayana B., and Khemani D. A clustering algorithm using an evolutionary programming-based approach. Pattern Recog. Lett. 18 (1997) 975-986
    • (1997) Pattern Recog. Lett. , vol.18 , pp. 975-986
    • Sarkar, M.1    Yegnanarayana, B.2    Khemani, D.3
  • 13
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Yao X., Liu Y., and Lin G. Evolutionary programming made faster. IEEE Trans. Evolut. Comput. 3 2 (1999) 82-102
    • (1999) IEEE Trans. Evolut. Comput. , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.