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Volumn 45, Issue 2, 2015, Pages 191-204

A competitive swarm optimizer for large scale optimization

Author keywords

Competition; competitive swarm optimizer; convergence analysis; large scale optimization; learning; particle swarm optimization

Indexed keywords

COMPETITION; PARTICLE SWARM OPTIMIZATION (PSO);

EID: 85028143019     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2014.2322602     Document Type: Article
Times cited : (893)

References (65)
  • 1
    • 0004222346 scopus 로고    scopus 로고
    • Seacaucus, NJ, USA: Springer
    • J. Kennedy, Swarm Intelligence. Seacaucus, NJ, USA: Springer, 2006.
    • (2006) Swarm Intelligence
    • Kennedy J1
  • 2
    • 0029535737 scopus 로고
    • Particle swarm optimization
    • Perth, WA, USA
    • J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Netw., vol. 4. Perth, WA, USA, 1995, pp. 1942-1948.
    • (1995) Proc IEEE Int. Conf. Neural Netw. , vol.4 , pp. 1942-1948
    • Kennedy, J.1    Eberhart, R.2
  • 3
    • 0031700696 scopus 로고    scopus 로고
    • A modified particle swarm optimizer
    • Anchorage, AK, USA
    • Y. Shi and R. Eberhart, "A modified particle swarm optimizer," in Proc. IEEE Int. Conf. Evol. Comput., Anchorage, AK, USA, 1998, pp. 69-73.
    • (1998) Proc IEEE Int. Conf. Evol. Comput. , pp. 69-73
    • Shi, Y.1    Eberhart, R.2
  • 5
    • 0030645460 scopus 로고    scopus 로고
    • The particle swarm: Social adaptation of knowledge
    • Indianapolis, IN, USA
    • J. Kennedy, "The particle swarm: Social adaptation of knowledge," in Proc. IEEE Int. Conf. Evol. Comput., Indianapolis, IN, USA, 1997, pp. 303-308.
    • (1997) Proc IEEE Int. Conf. Evol. Comput. , pp. 303-308
    • Kennedy, J.1
  • 6
    • 46149093741 scopus 로고    scopus 로고
    • A diversityenriched variant of discrete PSO applied to the design of water distribution networks
    • I. Montalvo, J. Izquierdo, R. Pérez, and P. L. Iglesias, "A diversityenriched variant of discrete PSO applied to the design of water distribution networks," Eng. Optim., vol. 40, no. 7, pp. 655-668, 2008.
    • (2008) Eng. Optim. , vol.40 , Issue.7 , pp. 655-668
    • Montalvo, I.1    Izquierdo, J.2    Pérez, R.3    Iglesias, P.L.4
  • 7
    • 79957959969 scopus 로고    scopus 로고
    • Parameter identification based on a modified PSO applied to suspension system
    • A. Alfi and M.-M. Fateh, "Parameter identification based on a modified PSO applied to suspension system," J. Softw. Eng. Appl., vol. 3, no. 3, pp. 221-229, 2010.
    • (2010) J. Softw. Eng. Appl. , vol.3 , Issue.3 , pp. 221-229
    • Alfi, A.1    Fateh, M.-M.2
  • 8
    • 84870558007 scopus 로고    scopus 로고
    • An efficient resource allocation scheme using particle swarm optimization
    • Dec.
    • Y.-J. Gong et al., "An efficient resource allocation scheme using particle swarm optimization," IEEE Trans. Evol. Comput., vol. 16, no. 6, pp. 801-816, Dec. 2012.
    • (2012) IEEE Trans. Evol. Comput. , vol.16 , Issue.6 , pp. 801-816
    • Gong1    Et Al., Y.-J.2
  • 9
    • 41149174625 scopus 로고    scopus 로고
    • OPSO: Orthogonal particle swarm optimization and its application to task assignment problems
    • Mar.
    • S.-Y. Ho, H.-S. Lin, W.-H. Liauh, and S.-J. Ho, "OPSO: Orthogonal particle swarm optimization and its application to task assignment problems," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 2, pp. 288-298, Mar. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.2 , pp. 288-298
    • Ho, S.-Y.1    Lin, H.-S.2    Liauh, W.-H.3    Ho, S.-J.4
  • 10
    • 80054701916 scopus 로고    scopus 로고
    • DNA sequence compression using adaptive particle swarm optimization-based memetic algorithm
    • Oct.
    • Z. Zhu, J. Zhou, Z. Ji, and Y.-H. Shi, "DNA sequence compression using adaptive particle swarm optimization-based memetic algorithm," IEEE Trans. Evol. Comput., vol. 15, no. 5, pp. 643-658, Oct. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.5 , pp. 643-658
    • Zhu, Z.1    Zhou, J.2    Ji, Z.3    Shi, Y.-H.4
  • 11
    • 0034863568 scopus 로고    scopus 로고
    • Particle swarm optimization: Developments, applications and resources
    • Seoul, South Korea
    • R. C. Eberhart and Y. Shi, "Particle swarm optimization: Developments, applications and resources," in Proc. IEEE Congr. Evol. Comput., vol. 1. Seoul, South Korea, 2001, pp. 81-86.
    • (2001) Proc IEEE Congr. Evol. Comput. , vol.1 , pp. 81-86
    • Eberhart, R.C.1    Shi, Y.2
  • 12
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • San Francisco, CA, USA
    • Y. Yang and J. O. Pedersen, "A comparative study on feature selection in text categorization," in Proc. ICML, San Francisco, CA, USA, 1997, pp. 412-420.
    • (1997) Proc. ICML , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 13
    • 84875736923 scopus 로고    scopus 로고
    • Particle swarm optimization with an aging leader and challengers
    • Apr.
    • W.-N. Chen, J. Zhang, Y. Lin, and E. Chen, "Particle swarm optimization with an aging leader and challengers," IEEE Trans. Evol. Comput., vol. 17, no. 2, pp. 241-258, Apr. 2013.
    • (2013) IEEE Trans. Evol. Comput. , vol.17 , Issue.2 , pp. 241-258
    • Chen, W.-N.1    Zhang, J.2    Lin, Y.3    Chen, E.4
  • 14
    • 84879015433 scopus 로고    scopus 로고
    • Parameter selection in particle swarm optimization
    • Berlin, Germany: Springer
    • Y. Shi and R. C. Eberhart, "Parameter selection in particle swarm optimization," in Evolutionary Programming VII. Berlin, Germany: Springer, 1998, pp. 591-600.
    • (1998) Evolutionary Programming VII , pp. 591-600
    • Shi, Y.1    Eberhart, R.C.2
  • 15
    • 84896721435 scopus 로고    scopus 로고
    • Empirical study of particle swarm optimization
    • Washington, DC, USA
    • Y. Shi and R. C. Eberhart, "Empirical study of particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Washington, DC, USA, 1999, pp. 1945-1950.
    • (1999) Proc IEEE Congr. Evol. Comput. , pp. 1945-1950
    • Shi, Y.1    Eberhart, R.C.2
  • 16
    • 0034869626 scopus 로고    scopus 로고
    • Fuzzy adaptive particle swarm optimization
    • Seoul, South Korea
    • Y. Shi and R. C. Eberhart, "Fuzzy adaptive particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., vol. 1. Seoul, South Korea, 2001, pp. 101-106.
    • (2001) Proc IEEE Congr. Evol. Comput. , vol.1 , pp. 101-106
    • Shi, Y.1    Eberhart, R.C.2
  • 17
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • Jun.
    • A. Ratnaweera, S. K. Halgamuge, and H. C. Watson, "Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 240-255, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.3 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3
  • 18
    • 84857097459 scopus 로고    scopus 로고
    • Particle swarm optimizer with time-varying parameters based on a novel operator
    • R. Cheng and M. Yao, "Particle swarm optimizer with time-varying parameters based on a novel operator," Appl. Math. Inf. Sci., vol. 5, no. 2, pp. 33-38, 2011.
    • (2011) Appl. Math. Inf. Sci. , vol.5 , Issue.2 , pp. 33-38
    • Cheng, R.1    Yao, M.2
  • 19
    • 84885109957 scopus 로고    scopus 로고
    • An adaptive particle swarm optimization with multiple adaptive methods
    • Oct.
    • M. Hu, T. Wu, and J. D. Weir, "An adaptive particle swarm optimization with multiple adaptive methods," IEEE Trans. Evol. Comput., vol. 17, no. 5, pp. 705-720, Oct. 2013.
    • (2013) IEEE Trans. Evol. Comput. , vol.17 , Issue.5 , pp. 705-720
    • Hu, M.1    Wu, T.2    Weir, J.D.3
  • 20
    • 84898910167 scopus 로고    scopus 로고
    • Particle swarm optimiser with neighbourhood operator
    • Washington DC, USA
    • P. N. Suganthan, "Particle swarm optimiser with neighbourhood operator," in Proc. IEEE Congr. Evol. Comput., vol. 3. Washington, DC, USA, 1999, pp. 1958-1962.
    • (1999) Proc IEEE Congr. Evol. Comput. , vol.3 , pp. 1958-1962
    • Suganthan, P.N.1
  • 21
    • 84899047533 scopus 로고    scopus 로고
    • Small worlds and mega-minds: Effects of neighborhood topology on particle swarm performance
    • Washington
    • J. Kennedy, "Small worlds and mega-minds: Effects of neighborhood topology on particle swarm performance," in Proc. IEEE Congr. Evol. Comput., vol. 3. Washington, DC, USA, 1999, pp. 1931-1938.
    • (1999) Proc IEEE Congr. Evol. Comput. , vol.3 , pp. 1931-1938
    • Kennedy, J.1
  • 22
    • 84901464055 scopus 로고    scopus 로고
    • Population structure and particle swarm performance
    • Honolulu, HI, USA
    • J. Kennedy and R. Mendes, "Population structure and particle swarm performance," in Proc. IEEE Congr. Evol. Comput., vol. 2. Honolulu, HI, USA, 2002, pp. 1671-1676.
    • (2002) Proc IEEE Congr. Evol. Comput. , vol.2 , pp. 1671-1676
    • Kennedy, J.1    Mendes, R.2
  • 23
    • 3142781923 scopus 로고    scopus 로고
    • The fully informed particle swarm: Simpler, maybe better
    • Jun.
    • R. Mendes, J. Kennedy, and J. Neves, "The fully informed particle swarm: Simpler, maybe better," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 204-210, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.3 , pp. 204-210
    • Mendes, R.1    Kennedy, J.2    Neves, J.3
  • 24
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • Jun.
    • J. J. Liang, A. Qin, P. N. Suganthan, and S. Baskar, "Comprehensive learning particle swarm optimizer for global optimization of multimodal functions," IEEE Trans. Evol. Comput., vol. 10, no. 3, pp. 281-295, Jun. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.J.1    Qin, A.2    Suganthan, P.N.3    Baskar, S.4
  • 25
    • 84878400479 scopus 로고    scopus 로고
    • A distance-based locally informed particle swarm model for multimodal optimization
    • Jun.
    • B. Qu, P. Suganthan, and S. Das, "A distance-based locally informed particle swarm model for multimodal optimization," IEEE Trans. Evol. Comput., vol. 17, no. 3, pp. 387-402, Jun. 2013.
    • (2013) IEEE Trans. Evol. Comput. , vol.17 , Issue.3 , pp. 387-402
    • Qu, B.1    Suganthan, P.2    Das, S.3
  • 26
    • 0036073433 scopus 로고    scopus 로고
    • Particle swarm, genetic algorithm, and their hybrids: Optimization of a profiled corrugated horn antenna
    • J. Robinson, S. Sinton, and Y. Rahmat-Samii, "Particle swarm, genetic algorithm, and their hybrids: Optimization of a profiled corrugated horn antenna," in Proc. IEEE Antennas Propag. Soc. Int. Symp., vol. 1. 2002, pp. 314-317.
    • (2002) Proc IEEE Antennas Propag. Soc. Int. Symp. , vol.1 , pp. 314-317
    • Robinson, J.1    Sinton, S.2    Rahmat-Samii, Y.3
  • 27
    • 1842535329 scopus 로고    scopus 로고
    • A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
    • Apr.
    • C.-F. Juang, "A hybrid of genetic algorithm and particle swarm optimization for recurrent network design," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 2, pp. 997-1006, Apr. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.2 , pp. 997-1006
    • Juang, C.-F.1
  • 28
    • 33745780918 scopus 로고    scopus 로고
    • A hybrid particle swarm/ant colony algorithm for the classification of hierarchical biological data
    • N. Holden and A. A. Freitas, "A hybrid particle swarm/ant colony algorithm for the classification of hierarchical biological data," in Proc. IEEE SIS, 2005, pp. 100-107.
    • (2005) Proc IEEE SIS , pp. 100-107
    • Holden, N.1    Freitas, A.A.2
  • 29
    • 34247594331 scopus 로고    scopus 로고
    • Particle swarm and ant colony algorithms hybridized for improved continuous optimization
    • P. Shelokar, P. Siarry, V. K. Jayaraman, and B. D. Kulkarni, "Particle swarm and ant colony algorithms hybridized for improved continuous optimization," Appl. Math. Comput., vol. 188, no. 1, pp. 129-142, 2007.
    • (2007) Appl. Math. Comput. , vol.188 , Issue.1 , pp. 129-142
    • Shelokar, P.1    Siarry, P.2    Jayaraman, V.K.3    Kulkarni, B.D.4
  • 30
    • 33745789624 scopus 로고    scopus 로고
    • Dynamic multi-swarm particle swarm optimizer
    • J. Liang and P. Suganthan, "Dynamic multi-swarm particle swarm optimizer," in Proc. IEEE SIS, 2005, pp. 124-129.
    • (2005) Proc IEEE SIS , pp. 124-129
    • Liang, J.1    Suganthan, P.2
  • 32
    • 34249068297 scopus 로고    scopus 로고
    • Locating multiple optima using particle swarm optimization
    • R. Brits, A. P. Engelbrecht, and F. van den Bergh, "Locating multiple optima using particle swarm optimization," Appl. Math. Comput., vol. 189, no. 2, pp. 1859-1883, 2007.
    • (2007) Appl. Math. Comput. , vol.189 , Issue.2 , pp. 1859-1883
    • Brits, R.1    Engelbrecht, A.P.2    Bergh Den F.Van3
  • 33
    • 79952902390 scopus 로고    scopus 로고
    • Cultural-based multiobjective particle swarm optimization
    • Apr.
    • M. Daneshyari and G. G. Yen, "Cultural-based multiobjective particle swarm optimization," IEEE Trans. Cybern., vol. 41, no. 2, pp. 553-567, Apr. 2011.
    • (2011) IEEE Trans. Cybern. , vol.41 , Issue.2 , pp. 553-567
    • Daneshyari, M.1    Yen, G.G.2
  • 34
    • 84942114552 scopus 로고    scopus 로고
    • Particle swarm optimization with Gaussian mutation
    • N. Higashi and H. Iba, "Particle swarm optimization with Gaussian mutation," in Proc. IEEE SIS, 2003, pp. 72-79.
    • (2003) Proc IEEE SIS , pp. 72-79
    • Higashi, N.1    Iba, H.2
  • 35
    • 18444389480 scopus 로고    scopus 로고
    • Improved particle swarm optimization combined with chaos
    • B. Liu, L.Wang, Y.-H. Jin, F. Tang, and D.-X. Huang, "Improved particle swarm optimization combined with chaos," Chaos, Solitons, Fractals, vol. 25, no. 5, pp. 1261-1271, 2005.
    • (2005) Chaos, Solitons, Fractals , vol.25 , Issue.5 , pp. 1261-1271
    • Liu, B.1    Jin, Y.-H.2    Tang, F.3    Huang, D.-X.4
  • 36
    • 82455205925 scopus 로고    scopus 로고
    • Orthogonal learning particle swarm optimization
    • Dec.
    • Z.-H. Zhan, J. Zhang, Y. Li, and Y.-H. Shi, "Orthogonal learning particle swarm optimization," IEEE Trans. Evol. Comput., vol. 15, no. 6, pp. 832-847, Dec. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.6 , pp. 832-847
    • Zhan, Z.-H.1    Zhang, J.2    Li, Y.3    Shi, Y.-H.4
  • 37
    • 80052895087 scopus 로고    scopus 로고
    • A new particle swarm algorithm and its globally convergent modifications
    • Oct.
    • H. Gao and W. Xu, "A new particle swarm algorithm and its globally convergent modifications," IEEE Trans. Cybern., vol. 41, no. 5, pp. 1334-1351, Oct. 2011.
    • (2011) IEEE Trans. Cybern. , vol.41 , Issue.5 , pp. 1334-1351
    • Gao, H.1    Xu, W.2
  • 38
    • 84878379795 scopus 로고    scopus 로고
    • A new particle swarm optimization method enhanced with a periodic mutation strategy and neural networks
    • Jun.
    • Y. V. Pehlivanoglu, "A new particle swarm optimization method enhanced with a periodic mutation strategy and neural networks," IEEE Trans. Evol. Comput., vol. 17, no. 3, pp. 436-452, Jun. 2013.
    • (2013) IEEE Trans. Evol. Comput. , vol.17 , Issue.3 , pp. 436-452
    • Pehlivanoglu, Y.V.1
  • 39
    • 3142697802 scopus 로고    scopus 로고
    • A cooperative approach to particle swarm optimization
    • Jun.
    • F. van den Bergh and A. P. Engelbrecht, "A cooperative approach to particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 225-239, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.3 , pp. 225-239
    • Bergh Den F.Van1    Engelbrecht, A.P.2
  • 40
    • 4344710343 scopus 로고    scopus 로고
    • A novel concurrent particle swarm optimization
    • S. Baskar and P. N. Suganthan, "A novel concurrent particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., vol. 1. 2004, pp. 792-796.
    • (2004) Proc IEEE Congr. Evol. Comput. , vol.1 , pp. 792-796
    • Baskar, S.1    Suganthan, P.N.2
  • 41
    • 58149350021 scopus 로고    scopus 로고
    • Diversity-based information exchange among multiple swarms in particle swarm optimization
    • G. G. Yen and M. Daneshyari, "Diversity-based information exchange among multiple swarms in particle swarm optimization," Int. J. Comput. Intell. Appl., vol. 7, no. 1, pp. 57-75, 2008.
    • (2008) Int. J. Comput. Intell. Appl. , vol.7 , Issue.1 , pp. 57-75
    • Yen, G.G.1    Daneshyari, M.2
  • 44
    • 7744224413 scopus 로고    scopus 로고
    • Fitness approximation in evolutionary computation-A survey
    • Y. Jin and B. Sendhoff, "Fitness approximation in evolutionary computation-A survey," in Proc. GECCO, 2002, pp. 1105-1112.
    • (2002) Proc. GECCO , pp. 1105-1112
    • Jin, Y.1    Sendhoff, B.2
  • 45
    • 77953081384 scopus 로고    scopus 로고
    • Generalizing surrogateassisted evolutionary computation
    • Jun.
    • D. Lim, Y. Jin, Y.-S. Ong, and B. Sendhoff, "Generalizing surrogateassisted evolutionary computation," IEEE Trans. Evol. Comput., vol. 14, no. 3, pp. 329-355, Jun. 2010.
    • (2010) IEEE Trans. Evol. Comput. , vol.14 , Issue.3 , pp. 329-355
    • Lim, D.1    Jin, Y.2    Ong, Y.-S.3    Sendhoff, B.4
  • 46
    • 27644543634 scopus 로고    scopus 로고
    • Ant colony optimization theory: A survey
    • M. Dorigo and C. Blum, "Ant colony optimization theory: A survey," Theor. Comput. Sci., vol. 344, no. 2, pp. 243-278, 2005.
    • (2005) Theor. Comput. Sci. , vol.344 , Issue.2 , pp. 243-278
    • Dorigo, M.1    Blum, C.2
  • 47
    • 75149134664 scopus 로고    scopus 로고
    • A survey: Algorithms simulating bee swarm intelligence
    • D. Karaboga and B. Akay, "A survey: Algorithms simulating bee swarm intelligence," Artif. Intell. Rev., vol. 31, nos. 1-4, pp. 61-85, 2009.
    • (2009) Artif. Intell. Rev. , vol.31 , Issue.1-4 , pp. 61-85
    • Karaboga, D.1    Akay, B.2
  • 48
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces
    • R. Storn and K. Price, "Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces," J. Global Optim., vol. 11, no. 4, pp. 341-359, 1997.
    • (1997) J. Global Optim. , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 49
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • Feb.
    • M. Clerc and J. Kennedy, "The particle swarm-explosion, stability, and convergence in a multidimensional complex space," IEEE Trans. Evol. Comput., vol. 6, no. 1, pp. 58-73, Feb. 2002.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 50
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: Convergence analysis and parameter selection
    • I. C. Trelea, "The particle swarm optimization algorithm: Convergence analysis and parameter selection," Inf. Process. Lett., vol. 85, no. 6, pp. 317-325, 2003.
    • (2003) Inf. Process. Lett. , vol.85 , Issue.6 , pp. 317-325
    • Trelea, I.C.1
  • 51
    • 79959764688 scopus 로고    scopus 로고
    • Stochastic stability analysis of the linear continuous and discrete PSO models
    • Jun.
    • J. L. Fernandez-Martinez and E. Garcia-Gonzalo, "Stochastic stability analysis of the linear continuous and discrete PSO models," IEEE Trans. Evol. Comput., vol. 15, no. 3, pp. 405-423, Jun. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.3 , pp. 405-423
    • Fernandez-Martinez, J.L.1    Garcia-Gonzalo, E.2
  • 52
    • 84859719176 scopus 로고    scopus 로고
    • Cooperatively coevolving particle swarms for large scale optimization
    • Apr.
    • X. Li and Y. Yao, "Cooperatively coevolving particle swarms for large scale optimization," IEEE Trans. Evol. Comput., vol. 16, no. 2, pp. 1-15, Apr. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.16 , Issue.2 , pp. 1-15
    • Li, X.1    Yao, Y.2
  • 53
    • 55749099311 scopus 로고    scopus 로고
    • Multilevel cooperative coevolution for large scale optimization
    • Z. Yang, K. Tang, and X. Yao, "Multilevel cooperative coevolution for large scale optimization," in Proc. IEEE Congr. Evol. Comput., Hong Kong, 2008, pp. 1663-1670.
    • (2008) Proc IEEE Congr. Evol. Comput., Hong Kong , pp. 1663-1670
    • Yang, Z.1    Tang, K.2    Yao, X.3
  • 54
    • 56449130100 scopus 로고    scopus 로고
    • A simple modification in CMA-ES achieving linear time and space complexity
    • Germany Springer
    • R. Ros and N. Hansen, "A simple modification in CMA-ES achieving linear time and space complexity," in Parallel Problem Solving from Nature-PPSN X. Berlin, Germany: Springer, 2008, pp. 296-305.
    • (2008) Parallel Problem Solving from Nature-PPSN X. Berlin , pp. 296-305
    • Ros, R.1    Hansen, N.2
  • 55
    • 55749085252 scopus 로고    scopus 로고
    • Solving large scale global optimization using improved particle swarm optimizer
    • Hong Kong
    • S.-T. Hsieh, T.-Y. Sun, C.-C. Liu, and S.-J. Tsai, "Solving large scale global optimization using improved particle swarm optimizer," in Proc. IEEE Congr. Evol. Comput., Hong Kong, 2008, pp. 1777-1784.
    • (2008) Proc IEEE Congr. Evol. Comput. , pp. 1777-1784
    • Hsieh, S.-T.1    Sun, T.-Y.2    Liu, C.-C.3    Tsai, S.-J.4
  • 56
    • 85027492413 scopus 로고
    • A cooperative coevolutionary approach to function optimization
    • PPSN III. Berlin, Germany: Springer
    • M. Potter and K. De Jong, "A cooperative coevolutionary approach to function optimization," in Parallel Problem Solving from Nature, PPSN III. Berlin, Germany: Springer, 1994, pp. 249-257.
    • (1994) Parallel Problem Solving from Nature , pp. 249-257
    • Potter, M.1    De Jong, K.2
  • 57
    • 44949109048 scopus 로고    scopus 로고
    • Large scale evolutionary optimization using cooperative coevolution
    • Z. Yang, K. Tang, and X. Yao, "Large scale evolutionary optimization using cooperative coevolution," Inf. Sci., vol. 178, no. 15, pp. 2985-2999, 2008.
    • (2008) Inf. Sci. , vol.178 , Issue.15 , pp. 2985-2999
    • Yang, Z.1    Tang, K.2    Yao, X.3
  • 58
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized selfadaptation in evolution strategies
    • N. Hansen and A. Ostermeier, "Completely derandomized selfadaptation in evolution strategies," Evol. comput., vol. 9, no. 2, pp. 159-195, 2001.
    • (2001) Evol. Comput. , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 59
    • 70349866649 scopus 로고    scopus 로고
    • Frankenstein's PSO: A composite particle swarm optimization algorithm
    • Oct.
    • M. A. Montes de Oca, T. Stutzle, M. Birattari, and M. Dorigo, "Frankenstein's PSO: A composite particle swarm optimization algorithm," IEEE Trans. Evol. Comput., vol. 13, no. 5, pp. 1120-1132, Oct. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.5 , pp. 1120-1132
    • Oca De Montes, M.A.1    Stutzle, T.2    Birattari, M.3    Dorigo, M.4
  • 60
    • 76149127651 scopus 로고    scopus 로고
    • Niching without niching parameters: Particle swarm optimization using a ring topology
    • Feb.
    • X. Li, "Niching without niching parameters: Particle swarm optimization using a ring topology," IEEE Trans. Evol. Comput., vol. 14, no. 1, pp. 150-169, Feb. 2010.
    • (2010) IEEE Trans. Evol. Comput. , vol.14 , Issue.1 , pp. 150-169
    • Li, X.1
  • 61
    • 79959441688 scopus 로고    scopus 로고
    • Comparing lbest PSO niching algorithms using different position update rules
    • Barcelona, Spain
    • X. Li and K. Deb, "Comparing lbest PSO niching algorithms using different position update rules," in Proc. IEEE Congr. Evol. Comput., Barcelona, Spain, 2010, pp. 1-8.
    • (2010) Proc IEEE Congr. Evol. Comput. , pp. 1-8
    • Li, X.1    Deb, K.2
  • 62
    • 55749113172 scopus 로고    scopus 로고
    • Measuring exploration/exploitation in particle swarms using swarm diversity
    • Hong Kong
    • O. Olorunda and A. Engelbrecht, "Measuring exploration/exploitation in particle swarms using swarm diversity," in Proc. IEEE Congr. Evol. Comput., Hong Kong, 2008, pp. 1128-1134.
    • (2008) Proc IEEE Congr. Evol. Comput. , pp. 1128-1134
    • Olorunda, O.1    Engelbrecht, A.2
  • 63
    • 84866428792 scopus 로고    scopus 로고
    • Measuring diversity in the cooperative particle swarm optimizer
    • Berlin, Germany Springer
    • A. Ismail and A. Engelbrecht, "Measuring diversity in the cooperative particle swarm optimizer," in Swarm Intelligence. Berlin, Germany: Springer, 2012, pp. 97-108.
    • (2012) Swarm Intelligence , pp. 97-108
    • Ismail, A.1    Engelbrecht, A.2
  • 65
    • 55749105514 scopus 로고    scopus 로고
    • Evolutionary manyobjective optimization: A short review
    • Hong Kong
    • H. Ishibuchi, N. Tsukamoto, and Y. Nojima, "Evolutionary manyobjective optimization: A short review," in Proc. IEEE Congr. Evol. Comput., Hong Kong, 2008, pp. 2419-2426.
    • (2008) Proc IEEE Congr. Evol. Comput. , pp. 2419-2426
    • Ishibuchi, H.1    Tsukamoto, N.2    Nojima, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.