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Volumn , Issue , 2012, Pages

An improved memetic algorithm for community detection in complex networks

Author keywords

community detection; elitism strategy; label propagation; memetic algorithm; simulated annealing

Indexed keywords

COMMUNITY DETECTION; COMPLEX NETWORKS; ELITISM STRATEGY; IMPROVE-A; LABEL PROPAGATION; LOCAL SEARCH; MEMETIC ALGORITHMS; MULTI-RESOLUTIONS; REAL-WORLD NETWORKS;

EID: 84866848763     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2012.6252971     Document Type: Conference Paper
Times cited : (65)

References (60)
  • 4
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'smallworld' networks
    • Watts, D. J. & Strogatz, S. H. (1998) Collective dynamics of 'smallworld' networks. Nature (London) 393, 440-442.
    • (1998) Nature (London) , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 5
    • 0034624857 scopus 로고    scopus 로고
    • Simple rules yield complex food webs
    • Williams, R. J. & Martinez, N. D. (2000) Simple rules yield complex food webs. Nature (London) 404, 180-183.
    • (2000) Nature (London) , vol.404 , pp. 180-183
    • Williams, R.J.1    Martinez, N.D.2
  • 7
    • 0033764169 scopus 로고    scopus 로고
    • The small world of metabolism
    • Fell, D. A. & Wagner, A. (2000) The small world of metabolism. Nat. Biotechnol. 18, 1121-1122.
    • (2000) Nat. Biotechnol. , vol.18 , pp. 1121-1122
    • Fell, D.A.1    Wagner, A.2
  • 10
  • 11
    • 0002687371 scopus 로고
    • The Small World Problem
    • Milgram, S. (1967) The Small World Problem. Psychol. Today 2, pp. 60-67.
    • (1967) Psychol. Today , vol.2 , pp. 60-67
    • Milgram, S.1
  • 12
    • 0038483826 scopus 로고    scopus 로고
    • Emergance of scaling in random networks
    • Barabási, A.-L. & Albert, R. (1999) Emergance of scaling in random networks. Science 286, 509-512.
    • (1999) Science , vol.286 , pp. 509-512
    • Barabási, A.-L.1    Albert, R.2
  • 13
  • 14
    • 0034310713 scopus 로고    scopus 로고
    • Structure of growing networks: Exact solution of the Barabasi-Albert model
    • Dorogovtsev, S. N., Mendes, J. F. F. & Samukhin, A. N. (2000) Structure of growing networks: Exact solution of the Barabasi-Albert model. Phys. Rev. Lett. 85, 4633-4636.
    • (2000) Phys. Rev. Lett. , vol.85 , pp. 4633-4636
    • Dorogovtsev, S.N.1    Mendes, J.F.F.2    Samukhin, A.N.3
  • 15
    • 0035420732 scopus 로고    scopus 로고
    • Random graphs with arbitrary degree distributions and their applications
    • Newman, M. E. J., Strogatz, S. H. & Watts, D. J. (2001) Random graphs with arbitrary degree distributions and their applications. Phys. Rev. E 64, 026118.
    • (2001) Phys. Rev. E , vol.64 , pp. 026118
    • Newman, M.E.J.1    Strogatz, S.H.2    Watts, D.J.3
  • 16
    • 0031622508 scopus 로고    scopus 로고
    • How Popular is Your Paper? An Empirical Study of the Citation Distribution
    • Redner, S. (1998) How Popular is Your Paper? An Empirical Study of the Citation Distribution. Eur. Phys. J. B 4, 131-134.
    • (1998) Eur. Phys. J. B , vol.4 , pp. 131-134
    • Redner, S.1
  • 17
    • 0002439168 scopus 로고
    • Zur Allgemeinen kurventheorie
    • Menger, K. (1927) Zur Allgemeinen kurventheorie. Fundamenta Mathematicae 10, 96-115.
    • (1927) Fundamenta Mathematicae , vol.10 , pp. 96-115
    • Menger, K.1
  • 18
    • 0039740298 scopus 로고    scopus 로고
    • The cohesiveness of blocks in social networks
    • White, D. R. & Harary, F. (2001) The cohesiveness of blocks in social networks. Sociol. Methodol. 31, 305-359.
    • (2001) Sociol. Methodol. , vol.31 , pp. 305-359
    • White, D.R.1    Harary, F.2
  • 20
    • 0002827622 scopus 로고
    • A new status index derived from sociometric analysis
    • Katz, L. (1953) A new status index derived from sociometric analysis. Psychometrika 18, 39-43.
    • (1953) Psychometrika , vol.18 , pp. 39-43
    • Katz, L.1
  • 21
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • Freeman, L. (1977) A set of measures of centrality based on betweenness. Sociometry 40, 35-41.
    • (1977) Sociometry , vol.40 , pp. 35-41
    • Freeman, L.1
  • 22
    • 0035395881 scopus 로고    scopus 로고
    • Scientific collaboration networks: I. Network construction and fundamental results
    • Newman, M. E. J. (2001) Scientific collaboration networks: I. Network construction and fundamental results. Phys. Rev. E 64, 016131.
    • (2001) Phys. Rev. E , vol.64 , pp. 016131
    • Newman, M.E.J.1
  • 23
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for dtecting community structure in network
    • Newman, M. E. J. (2004) Fast algorithm for dtecting community structure in network. Phys. Rev. E, 69(6):066133.
    • (2004) Phys. Rev. E , vol.69 , Issue.6 , pp. 066133
    • Newman, M.E.J.1
  • 24
    • 34248997758 scopus 로고    scopus 로고
    • Synchronization and modularity in complex networks
    • Arenas, A. and Diaz-Guilera, A. (2007) Synchronization and modularity in complex networks. European Physical Journal ST, 143:19-25.
    • (2007) European Physical Journal ST , vol.143 , pp. 19-25
    • Arenas, A.1    Diaz-Guilera, A.2
  • 25
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • Clauset, A., Newman, M. E. J., Moore, C. (2004) Finding community structure in very large networks. Physical Review E 70, 066111.
    • (2004) Physical Review E , vol.70 , pp. 066111
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 26
    • 34248999058 scopus 로고    scopus 로고
    • Analysis of large social datasets by community detection
    • Lozano, S., Duch, J., and Arenas, A. (2007) Analysis of large social datasets by community detection. European Physical Journal ST, 143:257-259.
    • (2007) European Physical Journal ST , vol.143 , pp. 257-259
    • Lozano, S.1    Duch, J.2    Arenas, A.3
  • 27
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • Newman, M. E. J. and Girvan, M. (2004) Finding and evaluating community structure in networks. Physical Review E, 69:026113.
    • (2004) Physical Review E , vol.69 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 32
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • Girvan, M. and Newman, M. E. J. (2002) Community structure in social and biological networks. In Proc. National. Academy of Science. USA 99, pages 7821-7826.
    • (2002) Proc. National. Academy of Science. USA , vol.99 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.J.2
  • 33
    • 36348947993 scopus 로고    scopus 로고
    • Modularity from fluctuations in random graphs and complex networks
    • Aug
    • Roger Guimerà, Marta Sales-Pardo, and Luís A. Nunes Amaral. (Aug 2004) Modularity from fluctuations in random graphs and complex networks. Phys. Rev. E, 70(2):025101.
    • (2004) Phys. Rev. E , vol.70 , Issue.2 , pp. 025101
    • Guimerà, R.1    Sales-Pardo, M.2    Nunes Amaral, L.A.3
  • 34
    • 27244441304 scopus 로고    scopus 로고
    • Community detection in complex networks using extremal optimization
    • Aug
    • Jordi Duch and Alex Arenas. (Aug 2005) Community detection in complex networks using extremal optimization. Phys. Rev. E, 72(2):027104.
    • (2005) Phys. Rev. E , vol.72 , Issue.2 , pp. 027104
    • Duch, J.1    Arenas, A.2
  • 35
    • 38049098681 scopus 로고    scopus 로고
    • Effective algorithm for detecting community structure in complex networks based on ga and clustering
    • Computational Science. ICCS 2007, Springer Berlin /Heidelberg
    • Xin Liu, Deyi Li, Shuliang Wang, and Zhiwei Tao. (2007) Effective algorithm for detecting community structure in complex networks based on ga and clustering. In Computational Science. ICCS 2007, volume 4488 of Lecture Notes in Computer Science, pages 657-664. Springer Berlin /Heidelberg.
    • (2007) Lecture Notes in Computer Science , vol.4488 , pp. 657-664
    • Liu, X.1    Li, D.2    Wang, S.3    Tao, Z.4
  • 37
    • 40949161791 scopus 로고    scopus 로고
    • Quantitative function for community detection
    • Mar
    • Zhenping Li, Shihua Zhang, Rui-Sheng Wang, Xiang-Sun Zhang, and Luonan Chen. (Mar 2008) Quantitative function for community detection. Phys. Rev. E, 77(3):036109.
    • (2008) Phys. Rev. E , vol.77 , Issue.3 , pp. 036109
    • Li, Z.1    Zhang, S.2    Wang, R.-S.3    Zhang, X.-S.4    Chen, L.5
  • 38
    • 81555214724 scopus 로고    scopus 로고
    • Memetic algorithm for community detection in networks
    • Maoguo Gong, Bao Fu, Licheng Jiao. (2011) Memetic algorithm for community detection in networks. Physical Review E, 84, 056101.
    • (2011) Physical Review E , vol.84 , pp. 056101
    • Gong, M.1    Fu, B.2    Jiao, L.3
  • 39
    • 0004149207 scopus 로고
    • New York: Oxford University Press
    • Dawkins, R. (1989) The selfish gene. New York: Oxford University Press.
    • (1989) The Selfish Gene
    • Dawkins, R.1
  • 40
    • 0242655516 scopus 로고    scopus 로고
    • A gentle introduction to memetic algorithms
    • Fred Glover and Gary Kochenberger,editors, Handbook of Metaheuristics, Springer New York
    • Pablo Moscato and Carlos Cotta. (2003) A gentle introduction to memetic algorithms. In Fred Glover and Gary Kochenberger,editors, Handbook of Metaheuristics, volume 57 of International Series in Operations Research & Management Science, pages 105-144. Springer New York.
    • (2003) International Series in Operations Research & Management Science , vol.57 , pp. 105-144
    • Moscato, P.1    Cotta, C.2
  • 41
    • 27344452492 scopus 로고    scopus 로고
    • A tutorial for competent memetic algorithms: Model, taxonomy, and design issues
    • Oct.
    • Krasnogor, N. and Smith, J. (Oct. 2005) A tutorial for competent memetic algorithms: model, taxonomy, and design issues. IEEE Transactions on Evolutionary Computation, 9(5):474-488.
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.5 , pp. 474-488
    • Krasnogor, N.1    Smith, J.2
  • 43
    • 26444479778 scopus 로고
    • Optimization by Simulated Annealing
    • doi:10.1126/science.220.4598.671. JSTOR 1690046. PMID 17813860
    • Kirkpatrick, S.; Gelatt, C. D.; Vecchi, M. P. (1983). Optimization by Simulated Annealing. Science 220 (4598): 671-680. doi:10.1126/science.220.4598. 671. JSTOR 1690046. PMID 17813860.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 44
    • 0021819411 scopus 로고
    • Thermodynamical approach to the traveling salesman problem: An efficient simulation algorithm
    • doi:10.1007/BF00940812
    • Černý, V. (1985). Thermodynamical approach to the traveling salesman problem: An efficient simulation algorithm. Journal of Optimization Theory and Applications 45: 41-51. doi:10.1007/BF00940812.
    • (1985) Journal of Optimization Theory and Applications , vol.45 , pp. 41-51
    • Černý, V.1
  • 47
    • 0022883022 scopus 로고
    • The general employee scheduling problem: An integration of MS and AI
    • Glover, F. and McMillan, C. (1986) The general employee scheduling problem: an integration of MS and AI. Computers and Operations Research, 13, 563-573.
    • (1986) Computers and Operations Research , vol.13 , pp. 563-573
    • Glover, F.1    McMillan, C.2
  • 48
    • 0000411214 scopus 로고
    • Tabu Search - Part 1
    • Fred Glover. (1989) Tabu Search - Part 1. ORSA Journal on Computing 1 (2): 190-206.
    • (1989) ORSA Journal on Computing , vol.1 , Issue.2 , pp. 190-206
    • Glover, F.1
  • 49
    • 0001724713 scopus 로고
    • Tabu Search - Part 2
    • Fred Glover. (1990) Tabu Search - Part 2. ORSA Journal on Computing 2 (1): 4-32.
    • (1990) ORSA Journal on Computing , vol.2 , Issue.1 , pp. 4-32
    • Glover, F.1
  • 52
    • 31944432114 scopus 로고    scopus 로고
    • A local method for detecting communities
    • Bagrow, J. and Bollt, E. (2005) A local method for detecting communities. Phys. Rev. E, vol. 72, p. 046108, 2005.
    • (2005) Phys. Rev. E , vol.72 , Issue.2005 , pp. 046108
    • Bagrow, J.1    Bollt, E.2
  • 54
    • 34548856552 scopus 로고    scopus 로고
    • Near linear time algorithm to detect community structures in large scale networks
    • Albert, R., Raghavan, U. and Kumara, S. (2007) Near linear time algorithm to detect community structures in large scale networks. Phys. Rev. E 76, 036106.
    • (2007) Phys. Rev. E , vol.76 , pp. 036106
    • Albert, R.1    Raghavan, U.2    Kumara, S.3
  • 55
    • 2942619068 scopus 로고    scopus 로고
    • Finding communities in linear time: A physics approach
    • F. Wu and B. A. Huberman. (2004) Finding communities in linear time: a physics approach. Eur. Phys. J. B, vol. 38, p. 331.
    • (2004) Eur. Phys. J. B , vol.38 , pp. 331
    • Wu, F.1    Huberman, B.A.2
  • 58
    • 79952716571 scopus 로고
    • An information flow model for conflict and fission in small groups
    • Zachary, W. W. (1977) An information flow model for conflict and fission in small groups. Journal of anthropological research, pages 452-473.
    • (1977) Journal of Anthropological Research , pp. 452-473
    • Zachary, W.W.1
  • 59
    • 0042311400 scopus 로고    scopus 로고
    • The bottlenose dolphin community of doubtful sound features a large proportion of longlasting associations
    • David Lusseau, Karsten Schneider, Oliver J. Boisseau, Patti Haase, Elisabeth Slooten, and Steve M. Dawson. (2003) The bottlenose dolphin community of doubtful sound features a large proportion of longlasting associations. Behavioral Ecology and Sociobiology, 54:396-405.
    • (2003) Behavioral Ecology and Sociobiology , vol.54 , pp. 396-405
    • Lusseau, D.1    Schneider, K.2    Boisseau, O.J.3    Haase, P.4    Slooten, E.5    Dawson, S.M.6


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